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1
M.E (Power Systems Engineering)
CHOICE BASED CREDIT SYSTEM (CBCS)
Syllabus 2017-2018
Department of Electrical and Electronics Engineering
KARPAGAM ACADEMY OF HIGHER EDUCATION (Deemed to be University)
(Established under section 3 of UGC Act, 1956) Pollachi Main Road, Eachanari (Post), Coimbatore- 641021, Tamil Nadu, India
Phone: 0422 – 2980011 – 15 Fax No: 0422 – 2980022-23
Email: [email protected] Web: www. kahedu.edu.in
Engineering
2
17MEPS101 APPLIED MATHEMATICS 3 1 0 4 100
OBJECTIVES:
To kindle the analyticity of the engineers.
To develop an appropriate level of mathematical literacy and competency.
INTENDED OUTCOMES:
The students will gain the knowledge about vector spaces and linear transformations
The learners can equip themselves in fuzzy logic techniques which are needed for
Engineers in physical scenario.
UNIT – I LINEAR SYSTEMS (14) Vector spaces and subspaces – Linear combination, Span, Linear independence and
dependence – Null space, Column space and Row space – Basis and dimension of a vector
space – Rank and Nullity. Linear transformation : Introduction to linear transformations – General Linear Transformations – Kernel and Range – Change of basis – Eigen values and Eigen vectors – Diagonalisation, Quadratic forms.
UNIT - II LINEAR PROGRAMMING (12)
Basic concepts – Graphical and Simplex methods –Transportation problem –
Assignment problem. UNIT - III GRAPH THEORY (12) Graphs – Path, cycles and trials – Vertex, degree and counting – Connectivity and Paths.
UNIT - IV TREES (10) Basic properties – Spanning trees and Enumeration – Optimization and trees.
UNIT – V FUZZY LOGIC (10) Classical logic – Multivalued logics – Fuzzy propositions – Fuzzy Quantifiers.
Total: 60
TEXT BOOKS:
S.
NO. AUTHOR(S)
NAME TITLE OF THE BOOK PUBLISHER YEAR OF
PUBLICATION 1 Dr. Grewal B.S. Higher Engineering
Mathematics Khanna Publishers, New Delhi.
2013
2 Gupta, P.K.and
Hira, D.S. Problems in Operations
Research S.Chand & Co., New Delhi. 2012
3 Kenneth H Rosen Discrete Mathematics and
its Applications with
Combinations and Graph
theory
Tata McGraw - Hill Pub.
Co. Ltd, New Delhi. 2012
4 George J Klir and
Tina A. Folger Fuzzy sets, Uncertainty
and Information Prentice Hall of India Pvt
Ltd., New Delhi. 2007
3
REFERENCES:
S.
NO. AUTHOR(S)
NAME TITLE OF THE BOOK PUBLISHER YEAR OF
PUBLICATION 1 Howard Anton Elementary Linear
Algebra John Wiley & Sons, New Delhi.
2010
2 David C Lay Linear Algebra and Its Applications
Pearson Education, New Delhi.
2009
3 Douglas. B. West Introduction to Graph theory
Prentice Hall of India Pvt Ltd., New Delhi.
2007
WEBSITES:
1. www. nptel.ac.in
2. www.mathworld.com
3. www.springer.com
4
LIST OF PROFESSIONAL CORE
17MEPS_ _ _ SYSTEM THEORY 3 1 0 4 100
OBJECTIVES:
To educate on modeling and representing systems in state variable form.
To educate on solving linear and non-linear state equations.
To illustrate the role of controllability and observability.
To educate on stability analysis of systems using Lyapunovs theory.
To educate on modal concepts and design of state and output feedback controllers
and estimators.
INTENDED OUTCOMES:
To gain the knowledge about linear state equations.
To gain the knowledge about controllability and observability.
To gain the knowledge about Lyapunov’s theory
UNIT-I MODERN CONTROL THEORY (12)
Limitations of conventional control theory - Concepts of state, State variables and state
model-State model for linear time invariant systems: State space representation using
physical-Phase and canonical variables.
UNIT-II SYSTEM RESPONSE (12)
Transfer function from state model - Transfer matrix - Decomposition of transfer
functions Direct, cascade and parallel decomposition techniques - Solution of state
equation - State transition matrix computation.
UNIT-III DISCRETE SYSTEM (12)
State space representation of discrete system - Decomposition of Transfer functions -
Solution of discrete time system - state transition matrix - Discretisation of continuous
time state equations.
UNIT-IV SYSTEM MODELS (12) Characteristic equation - Eigen values and Eigen vectors - Invariance of Eigen values
-Diagonalization - Jordan Canonical form - Concepts of controllability and
observability - Kalman's and Gilbert's tests - Controllable and observable phase variable
forms - Effect of pole-zero cancellation on controllability and observability.
UNIT-V LIAPUNOV STABILITY (12)
Liapunov stability analysis - Stability in the sense of Liapunov - Definiteness of Scalar
Functions - Quadratic forms - Second method of Liapunov - Liapunov stability analysis
of linear time invariant systems. Total: 60
REFERENCES
S. No.
Author(s) Name
Title of the book
Publisher Year of
Publication
1 Katsuhiko Ogata Modern Control Engineering
Prentice Hall of India Private Ltd, New
1998
2 Nagrath, I.J and Gopal M.
Control Systems Engineering
New Age International
Publisher, New Delhi
2005
5
3 Gopal, M. Digital Control and State Variable Methods
Tata McGraw-Hill Publishing Company
Limited, New Delhi
2003
4 Nise S Norman Control Systems Engineering
John Wiley & Sons, Inc, New Delhi
2000
WEBSITES 1. www.microsemi.com
2. www.ece.ncsu.edu
6
17MEPS_ _ _ ADVANCED POWER SYSTEM ANALYSIS 3 1 0 4 100 OBJECTIVES:
To introduce different techniques of dealing with sparse matrix for large scale
power systems.
To impart in-depth knowledge on different methods of power flow solutions.
To perform optimal power flow solutions in detail.
To perform short circuit fault analysis and understand the consequence of different
type of faults.
To Illustrate different numeric al integration methods and factors influencing
transient stability.
INTENDED OUTCOMES:
To gain the knowledge about power flow solutions.
To gain the knowledge about. short circuit fault analysis and understand the
consequence of different type of faults.
UNIT – I SOLUTION TECHNIQUES (12)
Sparse Matrix techniques for large scale power systems: Optimal ordering schemes for
preserving sparsity. Flexible packed storage scheme for storing matrix as compact arrays
– Factorization by Bifactorization and Gauss elimination methods; Repeat solution using
Left and Right factors and L and U matrices.
UNIT – II POWER FLOW ANALYSIS (12)
Power flow equation in real and polar forms; Review of Newton’s method for solution;
Adjustment of P-V buses; Review of Fast Decoupled Power Flow method; Sensitivity factors for P-V bus adjustment.
UNIT – III OPTIMAL POWER FLOW (12) Problem statement; Solution of Optimal Power Flow (OPF) – The gradient method,
Newton’s method, Linear Sensitivity Analysis; LP methods – With real power variables
only – LP method with AC power flow variables and detailed cost functions; Security constrained Optimal Power Flow; Interior point algorithm; Bus Incremental costs.
UNIT – IV SHORT CIRCUIT ANALYSIS (12) Formation of bus impedance matrix with mutual coupling (single phase basis and three
phase basis) - Computer method for fault analysis using ZBUS and sequence components.
Derivation of equations for bus voltages, fault current and line currents, both in sequence
and phase – symmetrical and unsymmetrical faults.
UNIT - V TRANSIENT STABILITY ANALYSIS (12)
Introduction, Numerical Integration Methods: Euler and Fourth Order Runge-Kutta
methods, Algorithm for simulation of SMIB and multi-machine system with classical
synchronous machine model; Factors influencing transient stability, Numerical stability
and implicit Integration methods.
Total: 60
7
REFERENCES
S.No Author(s) Name Title of the Book Publisher Year of
Publication
1 A.J.Wood and
B.F.Wollenberg
Power Generation
Operation and Control
John Wiley and
sons New York
2003
2 Elgerd, O. I Electrical Energy Systems Theory - An Introduction
Tata McGraw Hill, New Delhi.
2007
3 Kundur, P Power System Stability and Control
Tata McGraw Hill, New Delhi.
2010
4 Carson W Taylor Power System Voltage Stability
Tata McGraw Hill, New Delhi.
1994
5 K.Zollenkopf and J.K.Rerd,
Bi-Factorization: Basic
Computational Algorithm
and Programming
Techniques and
Large Sparse Set of
Linear Systems.
Academic Press
1971
6
M. A. Pai
Computer Techniques in
Power System Analysis
Tata McGraw-
Hill Publishing
Company
Limited,
New Delhi
2006
7
D.P. Kothari and
I.J. Nagrath
Modern Power System
Analysis
Tata McGraw Hill Publishing
Company
Limited, New
Delhi
2003
WEBSITES 1. www.nptel.com 2. www.mindtools.com
3. www.waset.org
8
17MEPS_ _ _ POWER SYSTEM OPERATION AND CONTROL 3 1 0 4 100 OBJECTIVES:
To understand the fundamentals of speed governing system and the concept of
control areas.
To provide knowledge about Hydrothermal scheduling, Unit commitment and
solution techniques.
To understand the role of energy control center, SCADA and EMS functions.
INTENDED OUTCOMES:
To gain the knowledge about control areas
To gain the knowledge about energy control center, SCADA and EMS functions.
UNIT- I INTRODUCTION (12)
System load variation: System load characteristics, load curves - daily, weekly and
annual, load-duration curve, load factor, diversity factor. Reserve requirements: Installed
reserves, spinning reserves, cold reserves, hot reserves. Overview of system operation:
Load forecasting, techniques of forecasting, basics of power system operation and
control.
UNIT- II REAL POWER - FREQUENCY CONTROL (12)
Fundamentals of speed governing mechanism and modeling: Speed-load characteristics –
Load sharing between two synchronous machines in parallel; concept of control area,
LFC control of a single-area system: Static and dynamic analysis of uncontrolled and
controlled cases, Economic Dispatch Control. Multi-area systems: Two- area system
modeling; static analysis, uncontrolled case; tie line with frequency bias control of two-
area system derivation, state variable model - Two area system- AGC system design -
Kalman’s method.
UNIT -III HYDROTHERMAL SCHEDULING PROBLEM (12)
Hydrothermal scheduling problem: short term and long term-mathematical model,
algorithm. Dynamic programming solution methodology for Hydro-thermal scheduling
with pumped hydro plant: Optimization with pumped hydro plant-Scheduling of systems
with pumped hydro plant during off-peak seasons: algorithm. Selection of initial feasible
trajectory for pumped hydro plant- Pumped hydro plant as spinning reserve unit-
generation of outage induced constraint-Pumped hydro plant as Load management plant.
UNIT- IV UNIT COMMITMENT AND ECONOMIC DISPATCH (12)
Statement of Unit Commitment (UC) problem; constraints in UC: spinning reserve,
thermal unit constraints, hydro constraints, fuel constraints and other constraints; UC
solution methods: Priority-list methods, forward dynamic programming approach,
numerical problems. Incremental cost curve, co-ordination equations without loss and
with loss, solution by direct method and λ-iteration method. Base point and participation
factors.-Economic dispatch controller added to LFC control.
UNIT -V COMPUTER CONTROL OF POWER SYSTEMS (12)
Energy control centre: Functions – Monitoring, data acquisition and control. System
hardware configuration – SCADA and EMS functions: Network topology determination,
state estimation, security analysis and control. Various operating states: Normal, alert,
emergency, in-extremis and restorative-State transition diagram showing various state
transitions and control strategies.
Total: 60
9
REFERENCES
S.No Author(s) Name Title of the Book Publisher Year of
Publication
1 A.J.Wood and B.F.Wollenberg
Power Generation Operation and
Control
John Wiley and sons New York
2003
2 Krichmayer. L. K. Economic Operation of Power Systems
John Wiley and sons Inc., New York
1958
3 Krichmayer, L. K. Economic Control of Interconnected
Systems
John Wiley and sons Inc., New York
1959
4 Elgerd, O. I Electrical Energy Systems Theory - An
Introduction
Tata McGraw Hill, New Delhi.
2007
5 Kundur, P Power System Stability and Control
Tata McGraw Hill, New Delhi.
2010
6 D.P. Kothari and I.J. Nagrath
Modern Power System Analysis
Tata McGraw Hill Publishing
Company Limited,
New Delhi
2003
WEBSITES 1. www.usbr.gov/power 2. www.idcon.com
10
17MEPS_ _ _ ADVANCED POWER SYSTEM PROTECTION 3 0 0 3 100 OBJECTIVES:
To introduce different techniques of dealing with sparse matrix for large scale
power systems.
To impart in-depth knowledge on different methods of power flow solutions.
To perform optimal power flow solutions in detail.
To perform short circuit fault analysis and understand the consequence of different
type of faults.
To Illustrate different numeric al integration methods and factors influencing transient stability
INTENDED OUTCOMES:
To gain the knowledge over current protection.
To gain the knowledge about equipment protection.
To gain the knowledge about distance and carrier protection of transmission lines.
To gain the knowledge about numerical protection.
UNIT - I OVER CURRENT PROTECTION (9)
Zones of protection - Primary and Backup protection - operating principles and Relay
Construction - Time - Current characteristics-Current setting - Time setting-Over current
protective schemes - Reverse power or directional relay - Protection of parallel feeders -
Protection of ring feeders - Earth fault and phase fault protection - Combined Earth fault
and phase fault protection scheme - Phase fault protective scheme directional earth fault
relay - Static over current relays; numerical example for a radial feeder.
UNIT - II EQUIPMENT PROTECTION (9)
Types of transformers – Phasor diagram for a three – Phase transformer-Equivalent
circuit of transformer – Types of faults in transformers- Over – current protection
Percentage Differential Protection of Transformers - Inrush phenomenon-High resistance
Ground Faults in Transformers - Inter-turn faults in transformers - Incipient faults in
transformers - Phenomenon of over-fluxing in transformers - Transformer protection
application chart .Generator protection: Electrical circuit of the generator –Various faults
and abnormal operating conditions-stator faults-rotor faults –Abnormal operating
conditions; numerical examples for typical transformer and generator protection schemes.
UNIT- III DISTANCE AND CARRIER PROTECTION OF TRANSMISSION
LINES (9)
Drawback of over – Current protection – Introduction to distance relay – Simple
impedance relay – Reactance relay – mho relays comparison of distance relay – Distance
protection of a three – Phase line-reasons for inaccuracy of distance relay reach - Three
stepped distance protection - Trip contact configuration for the three - Stepped distance
protection - Three-stepped protection of three-phase line against all ten shunt faults -
Impedance seen from relay side - Three-stepped protection of double end fed lines-need
for carrier – Aided protection – Various options for a carrier –Coupling and trapping the
carrier into the desired line section - Unit type carrier aided directional comparison
relaying – Carrier aided distance schemes for acceleration of zone ΙΙ.; numerical example
for a typical distance protection scheme for a transmission line.
UNIT - IV BUSBAR PROTECTION (9)
Introduction – Differential protection of busbars-external and internal fault - Actual
behaviors of a protective CT - Circuit model of a saturated CT - External fault with one
CT saturation: Need for high impedance – Minimum internal fault that can be detected by
11
the high – Stability ratio of high impedance busbar differential scheme - Supervisory
relay-protection of three – Phase busbars-Numerical examples on design of high
impedance busbar differential scheme.
UNIT - V NUMERICAL PROTECTION (9)
Introduction–Block diagram of numerical relay - Sampling theorem- Correlation with a
reference wave–Least error squared (LES) technique-Digital filtering-numerical over -
Current protection–Numerical transformer differential protection-Numerical distance
protection of transmission line Total: 45
REFERENCES
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1 Kundur, P Power system stability and control
Tata McGraw Hill, New Delhi
2010
2 Jones, D Analysis and protection of
electrical power
systems
Pitman
Publishing,
London
1971
3 Ray rolls protection Power system reference manual
Orient press 1982
4 Stanley, H., Horowitz Protective relaying for power system
IEEE press 1980
5 Arun G Phadke, James. S. Thorp
Computer relaying for Power system
John Wiley and Sons, New York
1988
6 T.S.M. Rao
Digital Relay /
Numerical relays
Tata McGraw
Hill, New Delhi
1989
7 Y.G. Paithankar and
S.R Bhide
Fundamentals of
Power System
Protection
Prentice-Hall of
India
2003
WEBSITES 1. www.tecquipment.com
2. www.gedigitalenergy.com
12
17MEPS_ _ _ HIGH VOLTAGE AND INSULATION ENGINEERING
3 0 0 3 100 OBJECTIVES:
To expose the students to various types of over voltage transients in power system
and its effect on power system.
To understand the various types of over voltages in power system and protection
methods.
To study the Generation and Measurement of over voltages.
Nature of Breakdown mechanism in solid, liquid and gaseous dielectrics –
discussion on commercial insulants.
Testing of power apparatus and insulation coordination.
INTENDED OUTCOME :
To gain the knowledge about Generation of HVDC, HVAC and impulse voltages.
To gain the knowledge about partial discharges.
To gain the knowledge about gas insulation.
UNIT-I FAILURE MECHANISM (9)
Failure mechanism of solid, liquid, gases and composite dielectrics, Treeing and tracking
phenomena. Generation of HVDC, HVAC and impulse voltages. Design considerations.
UNIT-II TESTING OF HIGH VOLTAGE EQUIPMENT (9)
Testing of High Voltage equipment: Transformers, Cables, bushings, insulators, lightning
arrestors and circuit breakers. Insulation coordination: classical and statistical methods,
insulation design for practical cases.
UNIT-III PARTIAL DISCHARGES (9)
Partial Discharges: mechanisms, equivalent circuits, measurements in practical systems
such as transformers, cables and capacitors. Ageing theory: Ageing and mechanism of
ageing under electrical, thermal and combined stresses. Accelerated ageing tests. Ageing
data analysis.
UNIT-IV POLLUTION (9)
Pollution: causes, effects, mathematical modeling, and performance evaluation of
insulators, bushing and surge diverters. Measurement and Instrumentation: measurement
of AC, DC and impulse voltages, classical methods, sources of EMI, grounding and
shielding, application of fiber optics methods, optical sources and detectors.
UNIT-V GAS INSULATION (9) Modern gas insulation methods, SF6 and gas mixtures, vacuum application of barriers.
GIS. GITL.
Total: 45
REFERENCES
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1. Naidu, M.S., and Kamaraju, V
High Voltage Engineering
Tata McGraw Hill, New Delhi
2004
2. Arora, R., Mosch, W
High Voltage Insulation Engineering
New Age International
1979
13
Publisher.
3. Rakosh das Begamudre
Extra High Voltage AC Transmission
Engineering
Willey Eastern Ltd, New Delhi
1990
WEBSITES 1. www.energy.siemens.com 2. www.britishgas.co.uk
14
17MEPS_ _ _ RESEARCH METHODOLOGY AND PEDAGOGY 3 0 0 3 100 OBJECTIVES:
To expose the students to various types of scales – measurement and sampling
methods.
To understand the various types of nonparametric tests.
To study the concerning variance.
INTENDED OUTCOMES:
To gain the knowledge about hypotheses tests.
To gain the knowledge about research analysis and report writing.
UNIT-I INTRODUCTION TO RESEARCH METHODOLOGY (9)
Research methodology – definition, mathematical tools for analysis, Types of
research,exploratory research, conclusiveresearch, modeling research, algorithmic
research, Research process- steps. Data collection methods - Primary data – observation
method, personal interview, telephonic interview, mail survey, questionnaire design.
Secondary data- internal sources of data, external sources of data.
UNIT-II SCALES – MEASUREMENT AND SAMPLING METHODS (9)
Scales – measurement, Types of scale – Thurstone’s Case V scale model, Osgood’s
Semantic Differential scale, Likert scale, Q- sort scale. Sampling methods- Probability
sampling methods – simple random sampling with replacement, simple random sampling
without replacement, stratified sampling, cluster sampling. Non-probability sampling
method – convenience sampling, judgment sampling, quota sampling.
UNIT-III HYPOTHESES TESTS (9)
Hypotheses testing – Testing of hypotheses concerning means (one mean and difference
between two means -one tailed and two tailed tests), Concerning variance – one tailed
Chi-square test.
UNIT-IV NONPARAMETRIC TESTS (9)
Nonparametric tests- One sample tests – one sample sign test, Kolmogorov-Smirnov test,
run test for randomness, Two sample tests – Two sample sign test, Mann-Whitney U test,
K-sample test - Kruskal Wallis test (H-Test).
UNIT-V RESEARCH ANALYSIS AND REPORT WRITING (9)
Introduction to Disciminant analysis, Factor analysis, cluster analysis, multidimensional
scaling, conjoint analysis.Report writing- Types of report, guidelines to review report,
typing instructions, oral presentation.
REFERENCES
Total: 45
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1. Kothari, C.R., Research Methodology – Methods and techniques
New Age Publications
Second Edition, 2009
2. Panneerselvam, R.,
Research Methodology Prentice-Hall of India
New Delhi, 2004
WEBSITES
1. www. Research Methodology.com
15
17MEPS_ _ _ POWER SYSTEM DYNAMICS 3 1 0 4 100 OBJECTIVES:
To impart knowledge on dynamic modeling of a synchronous machine in detail
To describe the modeling of excitation and speed governing system in detail.
To understand the fundamental concepts of stability of dynamic systems and its
classification.
To understand and enhance small signal stability problem of power systems.
INTENDED OUTCOMES:
To gain the knowledge about synchronous machine modelling.
To gain the knowledge about small-signal stability analysis without controllers.
To gain the knowledge about enhancement of small signal stability.
UNIT- I SYNCHRONOUS MACHINE MODELLING (9)
Schematic Diagram, Physical Description: armature and field structure, machines with
multiple pole pairs, mmf waveforms, direct and quadrature axes, Mathematical
Description of a Synchronous Machine: Basic equations of a synchronous machine: stator
circuit equations, stator self, stator mutual and stator to rotor mutual inductances, dq0
Transformation: flux linkage and voltage equations for stator and rotor in dq0
coordinates, electrical power and torque, physical interpretation of dq0 transformation,
Per Unit Representations: Lad-reciprocal per unit system and that from power-invariant
form of Park’s transformation; Equivalent Circuits for direct and quadrature axes,
Steady-state Analysis: Voltage, current and flux-linkage relationships, Phasor
representation, Rotor angle, Steady-state equivalent circuit, Computation of steady-state
values, Equations of Motion: Swing Equation, calculation of inertia constant,
Representation in system studies, Synchronous Machine Representation in Stability
Studies: Simplifications for large-scale studies : Neglect of stator terms and speed pψ
terms and speed variations, Simplified model with amortisseurs neglected: two-axis
model with amortisseur windings neglected, classical model.
UNIT- II MODELLING OF EXCITATION AND SPEED GOVERNING
SYSTEMS (9)
Excitation System Requirements; Elements of an Excitation System; Types of Excitation
System; Control and protective functions; IEEE (1992) block diagram for simulation of
excitation systems. Turbine and Governing System Modeling: Functional Block Diagram
of Power Generation and Control, Schematic of a hydroelectric plant, classical transfer
function of a hydraulic turbine (no derivation), special characteristic of hydraulic turbine,
electrical analogue of hydraulic turbine, Governor for Hydraulic Turbine: Requirement
for a transient droop, Block diagram of governor with transient droop compensation,
Steam turbine modeling: Single reheat tandem compounded type only and IEEE block
diagram for dynamic simulation; generic speed-governing system model for normal
speed/load control function.
UNIT- III SMALL-SIGNAL STABILITY ANALYSIS WITHOUT
CONTROLLERS (9)
Classification of Stability, Basic Concepts and Definitions: Rotor angle stability, The Stability Phenomena. Fundamental Concepts of Stability of Dynamic Systems: State-
space representation, stability of dynamic system, Linearization, Eigen properties of the
state matrix: Eigen values and eigenvectors, modal matrices, Eigen value and stability,
mode shape and participation factor. Single-Machine Infinite Bus (SMIB) Configuration:
16
Classical Machine Model stability analysis with numerical example, Effects of Field
Circuit Dynamics: synchronous machine, network and linearised system equations, block
diagram representation with K-constants; expression for K-constants (no derivation),
effect of field flux variation on system stability: analysis with numerical example.
UNIT- IV SMALL-SIGNAL STABILITY ANALYSIS WITH CONTROLLERS
(9)
Effects Of Excitation System: Equations with definitions of appropriate K-constants and simple thyristor excitation system and AVR, block diagram with the excitation system,
analysis of effect of AVR on synchronizing and damping components using a numerical
example, Power System Stabilizer: Block diagram with AVR and PSS, Illustration of
principle of PSS application with numerical example, Block diagram of PSS with
description, system state matrix including PSS, analysis of stability with numerical a
example. Multi-Machine Configuration: Equations in a common reference frame,
equations in individual machine rotor coordinates, illustration of formation of system
state matrix for a two-machine system with classical models for synchronous machines,
illustration of stability analysis using a numerical example. Principle behind small-signal
stability improvement methods: delta-omega and delta P-omega stabilizers.
UNIT -V ENHANCEMENT OF SMALL SIGNAL STABILITY (9)
Power System Stabilizer – Stabilizer based on shaft speed signal (delta omega) – Delta –
P-Omega stabilizer-Frequency-based stabilizers – Digital Stabilizer – Excitation control
design – Exciter gain – Phase lead compensation – Stabilizing signal washout stabilizer
gain – Stabilizer limits
Total: 45
REFERENCES
S.
No.
Author(s)
Name
Title of the book Publisher Year of
Publication
1. Kundur, P Power system stability and control
Tata McGraw Hill, New Delhi
2010
2. Anderson, P. M., and Fouad,
A. A
Power system control and stability
Galgotia Publications, New
Delhi
1981
3. Taylor, C.W Power systems voltage stability
McGraw Hill, New York
1993
4. Kimbark, E.W Power system stability John Wiley and Sons, New York
1956
5. P. W. Sauer and M. A. Pai
Power System Dynamics and
Stability
Stipes Publishing Co.
2007
6 R. Ramanujam Power System Dynamics
Analysis and
Simulation
PHI Learning Private Limited,
New Delhi.
2009
WEBSITES 1. www.sari-energy.org 2. www.wecc.biz/committees
17
17MEPS_ _ _ POWER SECTOR ECONOMICS, MANAGEMENT AND
RESTRUCTURING 3 0 0 3 100 OBJECTIVES:
To Introduce the restructuring of power industry and market models.
To impart knowledge on fundamental concepts of congestion management.
To analyze the concepts of location marginal pricing and financial transmission
rights.
To Illustrate about various power sectors in India
INTENDED OUTCOMES:
To gain the knowledge about different tariff principles.
To gain the knowledge about power sector restructuring and market reform.
To gain the knowledge about transmission planning and pricing.
UNIT I TRANSMISSION PLANNING AND PRICING (9)
Deregulation Of Electric Utilities - Introduction-Unbundling-Wheeling-
Traditional Central utility model-Reform motivations-Separation of Ownership and operation- competition and direct access in the Electricity
market –ISO-components of ISO-types of ISO-role of ISO-Electric utility
market in different countries- types and methods of economic regulation,
regulatory process in India.
UNIT II POWER SYSTEM RESTRUCTURING AND MARKETING (9)
Transmission Expansion In The New Environment - Introduction – role of
transmission planning – vertically integrated utility – three models of
electricity market – Profit transmission planning – pool – bilateral trades –
multilateral trades.
UNIT III ELECTRICITY MARKETS PRICING (9)
Transmission Pricing In Open Access System - Introduction – rolled in pricing methods –
marginal pricing method – embedded cost recovery – pricing models in different countries.
UNIT IV POWER SECTOR MANAGEMENT (9)
Total transfer capability – CBM and TRM – Available transfer capability
(ATC) – methods to compute ATC – concept of congestion management –
inter and inter zone congestion – congestion pricing management –
Transmission congestion contracts – Ancillary services.
UNIT V POWER SECTOR REGULATION (9)
Salient features of Indian Electricity Act 2003 – TSO – Availability based
tariff – Electric supply industry structure under deregulation in India –
regulatory and policy development in Indian power Sector – Opportunities
for IPPs and CPPs under electricity Act 2003.
Total: 45
TEXT BOOKS
S. No. Author(s)
Name
Title of the Book Publisher Year of
Publication
18
1 Wood and Wollenberg
Power system operation
control
second edition,
John Wiley sons
1996
2 Loi Lei Lai Power system Restructuring and Regulation
John Wiley sons 2001
REFERENCES
S.
No.
Author(s)
Name
Title of the book Publisher Year of
Publication
1 S K Sarkar, Kaushik Deb.
Regulation in infrastructure Services: Progress and the
way forward
TERI, New Delhi 2001
2 Maharashtra Electricity
Regulatory
Commission
Regulations and Orders Maharashtra Electricity
Regulatory
Commission,
Maharashtra
-
3 Central Electricity
Regulatory
Commission
Regulations and Orders. Electricity Act
Central Electricity Regulatory
Commission, New
Delhi
2003
4 Mohammad Shadepur,
Hatim Yatim,
Zuyi Li
Market Operations in Electric Power Systems
Forecasting, Scheduling
and Risk Management
-
2002
6 Bhanu Bhushan
“ABC of ABT - A primer on Availability Tariff
-
2005
WEBSITES 1. www.esmap.org
2. www.powermin.nic.in
19
17MEPS_ _ _ FLEXIBLE AC TRANSMISSION SYSTEMS
OBJECTIVES:
To emphasis the need for FACTS controllers.
3 0 0 3 100
To learn the characteristics, applications and modeling of series and shunt FACTS
controllers. To analyze the interaction of different FACTS controller and perform control
coordination.
INTENDED OUTCOMES:
To gain the knowledge about static VAR compensator.
To gain the knowledge about voltage source converter based facts controllers.
To gain the knowledge about controllers and their coordination.
UNIT-1 INTRODUCTION (9)
Review of basics of power transmission networks-control of power flow in AC
transmission line- Analysis of uncompensated AC Transmission line- Passive reactive
power compensation: Effect of series and shunt compensation at the mid-point of the line
on power transfer- Need for FACTS controllers- types of FACTS controllers.
UNIT-II STATIC VAR COMPENSATOR (SVC) (9)
Configuration of SVC- voltage regulation by SVC- Modelling of SVC for load flow
analysis- Modelling of SVC for stability studies-Design of SVC to regulate the mid-point
voltage of a SMIB system- Applications: transient stability enhancement and power
oscillation damping of SMIB system with SVC connected at the mid-point of the line.
UNIT-III THYRISTOR AND GTO THYRISTOR CONTROLLED SERIES
CAPACITORS (TCSC and GCSC) (9)
Concepts of Controlled Series Compensation – Operation of TCSC and GCSC- Analysis
of TCSC-GCSC – Modelling of TCSC and GCSC for load flow studies- modeling TCSC
and GCSC for stability studied- Applications of TCSC and GCSC.
UNIT-IV VOLTAGE SOURCE CONVERTER BASED FACTS
CONTROLLERS (9)
Static synchronous compensator(STATCOM)- Static synchronous series
compensator(SSSC)- Operation of STATCOM and SSSC-Power flow control with
STATCOM and SSSC- Modelling of STATCOM and SSSC for power flow and transient
stability studies –operation of Unified and Interline power flow controllers(UPFC and
IPFC)- Modelling of UPFC and IPFC for load flow and transient stability studies-
Applications.
UNIT-V CONTROLLERS AND THEIR COORDINATION (9)
FACTS Controller interactions – SVC–SVC interaction - co-ordination of multiple
controllers using linear control techniques – Quantitative treatment of control
coordination.
Total: 45
REFERENCES
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1 Mohan Mathur.R., Rajiv. K.Varma,
Thyristor-Based Facts Controllers for Electrical
IEEE press and John Wiley &
2005
20
Transmission Systems Sons, Inc., New
York
2 John, A.T., Flexible AC Transmission Systems
IEEE Press 1999
3 Narain G. Hingorani, Laszio. Gyugyi
Understanding FACTS - Concepts and
Technology of Flexible
AC Transmission
Systems
Standards publishers, New
Delhi
2001
4 Narin G.Hingorani, , .
“Flexible AC Transmission "
pp 40-45
IEEE Spectrum April 1993
5 Narin G. Hingorani, , .
High Power Electronics and Flexible AC
Transmission
Systems
IEEE High Power Engineering
Review
1998
WEBSITES 1. electrical-engineering-portal.com
2. www.energy.siemens.com
21
LIST OF LABORATORY
17MEPS211 POWER SYSTEM SIMULATION LABORATORY 0 0 3 2 OBJECTIVES:
To have hands on experience on various system studies and different techniques
used for system planning. Software packages.
To perform the dynamic analysis of power system
LIST OF EXPERIMENTS
1. Computation of Parameters and Modelling of Transmission Lines.
2. Formation of Y bus and computation of Z bus using Y bus.
3. Power flow analysis by Gauss-Seidel Method.
4. Power flow analysis by Newton-Raphson method and Fast decoupled method.
5. Small signal stability analysis: SMIB and Multi machine configuration.
6. Transient stability analysis of Multi – machine configuration.
7. Analysis of switching surge using EMTP.
8. Economic Dispatch in Power Systems with and without considering transmission
losses.
9. Available Transfer Capability calculation using an existing load flow program. 10. Basic harmonic analysis and filter design using PSCAD.
26
LIST OF
ELECTIVES
17MEPS_E01 NON - LINEAR SYSTEM THEORY 3003 100
OBJECTIVES:
To educate on modeling and representing systems in state variable form.
To educate on solving non-linear state equations.
To illustrate the role of controllability and observability.
To educate on stability analysis of systems using Lyapunovs theory.
To educate on modal concepts and design of state and output feedback
controllers and estimators.
INTENDED OUTCOMES:
To gain the knowledge about phase plane analysis.
To gain the knowledge about describing function analysis.
To gain the knowledge about stability analysis.
UNIT-1 INTRODUCTION TO NON LINEAR SYSTEMS (9)
Introduction, Characteristics of Non linear systems, Jump resonance, Sub-harmonic
oscillations, Limit cycles, Frequencyentertainment quenching, Non-linearities - inherent
and intentional.
UNIT-1I PHASE PLANE ANALYSIS (9)
Phase plane analysis, Singular points, sketching of phase portraits, Limit cycles, nonlinear
conservative system withnonlinear damping. Effect of non-linearities on the step response of
the position control and relay systems.
UNIT-1II DESCRIBING FUNCTION ANALYSIS (9)
Describing function techniques - Describing functions of nonlinear characteristics,
Expression for the functions, Accuracy of describing function methods, Describing
functions for multiple non linearities, Evaluation of the gain function for analytically and
graphically defined characteristics.
UNIT-1V CONCEPTS OF STABILITY (9)
Experimental determination of gain functions, Condition for stability, stability of
oscillations, Stability of systems with multiple non-linearities, Closed loop frequency
response, Transient response, Dual input describing functions.
UNIT-V STABILITY ANALYSIS (9)
Lyapunov’s and Popov’s stability criteria, Linearisation and stability in the small and
large sense, Second method of Lyapunov, Variable gradient methods, Lure’s problem,
Popov’s stability Theorem.
Total: 45
27
REFERENCES
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1 H.Khalil Non linear Systems Macmillan Pub.
Company New york,
1992
2 I.J.Nagrath and M.Gopal
Control System Engineering
John Wiley Publishing Ltd
1993
3 Ogata Modern Control Engineering
Prentice Hall India 1991
28
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1 Padiyar, K. R HVDC Power Transmission
System
Wiley Eastern Limited, New Delhi
1990
2 Edward Wilson Kimbark
Direct Current Transmission, Vol. I
Wiley interscience, New York
1971
3 Rakosh Das Begamudre
Extra High Voltage AC Transmission
Engineering
New Age International (P) Ltd.,
New Delhi
1990
4 Arrillaga, J. High Voltage Direct Current
Transmission
Peter Pregrinus, London
1983
17MEPS_E02 HIGH VOLTAGE DIRECT CURRENT TRANSMISSION
3 0 0 3 100 OBJECTIVES:
To impart knowledge on operation, modelling and control of HVDC link.
To perform steady state analysis of AC/DC system.
To expose various HVDC simulators.
INTENDED OUTCOMES:
To gain the knowledge about dc power transmission technology.
To gain the knowledge about harmonics and filters.
To gain the knowledge about graetz circuit.
UNIT- I DC POWER TRANSMISSION TECHNOLOGY (9)
Introduction-comparison of AC and DC transmission, Application of DC transmission –
description of DC transmission system, planning for HVDC transmission-modern trends
in DC transmission.
UNIT- II ANALYSIS OF HVDC CONVERTERS (9)
Pulse number, choice of converter configuration-simplified analysis of Graetz circuit-
converter bridge characteristics – characteristics of a twelve pulse converter-detailed
analysis of converters.
UNIT -III CONVERTER AND HVDC SYSTEM CONTROL (9)
General principles of DC link control-converter control characteristics-system control
hierarchy-firing angle control-current and extinction angle control-starting and stopping
of DC link-power control-higher level controllers-telecommunication requirements.
UNIT- IV HARMONICS AND FILTERS (9)
Introduction-generation of harmonics-design of AC filters-DC filters-carrier frequency
and RI noise.
UNIT- V SIMULATION OF HVDC SYSTEMS (9)
Introduction-system simulation: Philosophy and tools-HVDC system simulation-
modeling of HVDC systems for digital dynamic simulation.
Total: 45
REFERENCES
WEBSIT
ES
29
1. www.elect.mrt.ac 2. www.energy.siemens.com
30
17MEPS_E03 POWER QUALITY 3 0 0 3 100 OBJECTIVES:
To understand the various power quality issues.
To understand the concept of power and power factor in single phase and three
phase systems supplying non linear loads
To understand the conventional compensation techniques used for power factor
correction and load voltage regulation.
To understand the active compensation techniques used for power factor
correction.
To understand the active compensation techniques used for load voltage
regulation.
INTENDED OUTCOMES:
To gain the knowledge about voltage sag, swells and interruptions.
To gain the knowledge about waveform distortion.
UNIT - I INTRODUCTION (9) Importance of power quality, terms and definitions of power quality as per IEEE standard - 1159 such as transients, short and long duration voltage variations, interruptions, short
and long voltage fluctuations, imbalance, flickers and transients. Symptoms of poor
power quality. Definitions and terminology of grounding. Purpose of grounding. Good
grounding practices and problems due to poor grounding.
UNIT- II FLICKERS AND TRANSIENT VOLTAGES (9)
RMS voltage variations in power system and voltage regulation, Various devices used for
voltage regulation and impact of reactive power management. Various causes of voltage
flicker and their effects. Short term and long term flickers. Various means to reduce
flicker. Transient over voltages, sources, impulsive transients, switching transients, Effect
of surge impedance and line termination, control of transient voltages.
UNIT - III VOLTAGE SAG, SWELLS AND INTERRUPTIONS (9)
Definitions of voltage sag and interruptions. Voltage sags versus interruptions. Economic
impact of voltage sag. Major causes and consequences of voltage sags. Voltage sag
characteristics. Voltage sag assessment. Influence of fault location and fault level on
voltage sag. Areas of vulnerability. Assessment of equipment sensitivity to voltage sags.
Voltage sag limits for computer equipment, CBEMA, ITIC, SEMI F 42 curves.
Representation of the results of voltage sag analysis. Voltage sag indices. Mitigation
measures for voltage sags, such as UPS, DVR, SMEs, CVT etc., utility solutions and end
user solutions.
UNIT - IV WAVEFORM DISTORTION (9)
Definition of harmonics, inter-harmonics, sub-harmonics. Causes and effects of
harmonics. Voltage versus Current distortion. Overview of fourier analysis. Harmonic
indices. A.C. quantities under non-sinusoidal conditions. Triplen harmonics,
characteristics and non characteristics harmonics. Harmonics series and parallel
resonances. Consequences of harmonic resonance. Principles for controlling harmonics.
Reducing harmonic currents in loads. K-rated transformer. Harmonic study procedure.
Computer tools for harmonic analysis. Locating sources of harmonics. Harmonic filtering,
passive and active filters. Modifying the system frequency response. IEEE Harmonic
standard 519 - 1992.
31
UNIT- V POWER QUALITY MONITORING (9)
Need for power quality monitoring and approaches followed in power quality
monitoring. Power quality monitoring objectives and requirements. Initial site survey.
Power quality Instrumentation. Selection of power quality monitors, selection of
monitoring location and period. System wide and discrete power quality monitoring.
Setting thresholds on monitors, data collection and analysis. Selection of transducers.
Harmonic monitoring, transient monitoring, event recording and flicker monitoring.
Total: 45
REFERENCES
S.
No.
Author(s) Name Title of the book Publisher Year of
Publication
1 M.H.J. Bollen Understanding Power Quality Problems,
Voltage Sag and
Interruptions
IEEE press series on power
engineering,
New York
2000
2 Pogei, C., Dugan,
Mark, F.,
McGranghan, Surya
santoso, H., Wayne
Beaty
Electrical Power System
Quality
McGraw Hill
Publications,
New York
1996
WEBSITES 1. www.microdaq.com
2. www.iitk.ac.in
32
17MEPS_E04 POWER ELECTRONICS FOR RENEWABLE ENERGY SYSTEMS
OBJECTIVES:
3 0 0 3 100
To provide knowledge about the stand alone and grid connected renewable energy
systems.
To equip with required skills to derive the criteria for the design of power
converters for renewable energy applications.
To analyse and comprehend the various operating modes of wind electrical
generators and solar energy systems.
To design different power converters namely AC to DC, DC to DC and AC to AC
converters for renewable energy systems.
To develop maximum power point tracking algorithms.
INTENDED OUTCOMES:
To gain the knowledge about Solar PV, Fuel cells, wind electrical systems-control
strategy.
To gain the knowledge about power converters.
To gain the knowledge about Grid integrated PMSG and SCIG Based WECS
UNIT I INTRODUCTION (9)
Environmental aspects of electric energy conversion: impacts of renewable energy
generation on environment (cost-GHG Emission) - Qualitative study of different
renewable energy resources ocean, Biomass, Hydrogen energy systems : operating
principles and characteristics of: Solar PV, Fuel cells, wind electrical systems-control
strategy, operating area.
UNIT II ELECTRICAL MACHINES FOR RENEWABLE ENERGY
CONVERSION (9)
Review of reference theory fundamentals-principle of operation and analysis: IG,
PMSG, SCIG and DFIG.
UNIT III POWER CONVERTERS (9)
Solar: Block diagram of solar photo voltaic system : line commutated converters
(inversion- mode) - Boost and buck-boost converters- selection Of inverter, battery
sizing, array sizing. Wind: three phase AC voltage controllers- AC-DC-AC
converters: uncontrolled rectifiers, PWM Inverters, Grid Interactive Inverters-matrix
converters.
UNIT IV ANALYSIS OF WIND AND PV SYSTEMS (9)
Stand alone operation of fixed and variable speed wind energy conversion systems and
solar system-Grid connection Issues -Grid integrated PMSG and SCIG Based WECS-
Grid Integrated solar system.
UNIT V HYBRID RENEWABLE ENERGY SYSTEMS (9)
Need for Hybrid Systems- Range and type of Hybrid systems- Case studies of
Wind-PV- Maximum Power Point Tracking (MPPT).
. Total: 45
S.
No.
Author(S)
Name
Title Of The Book Publisher Year Of
Publication
33
REFERENCES
WEBSITES 1. www.nptel.ac.in
1 S.N.Bhadra, D. Kastha, & S. Banerjee
Wind Electrical Systems Oxford University Press
2009
2 Rashid .M. H Power Electronics Hand Book
Academic Press 2001.
3 Rai. G.D Non Conventional Energy Sources
Khanna Publishes 1993
4 Rai. G.D Solar Energy Utilization Khanna Publishes 1993
5 Gray, L. Johnson
Wind Energy System Prentice Hall Linc
1995.
34
17MEPS_E05 THEORY AND DESIGN OF NEURO - FUZZY CONTROLLERS
3 0 0 3 100 OBJECTIVES:
To provide knowledge about the single layer, multilayer - feed forward, feedback
networks.
To equip with required skills to derive the fuzzification models.
To analyses and comprehend the adaptive fuzzy control.
INTENDED OUTCOMES:
To gain the knowledge about neural networks.
To gain the knowledge about Fuzzy sets and representations
To gain the knowledge about Fuzzy Relation and Logic
To gain the knowledge about Fuzzy systems and Application
UNIT-I NEURAL NETWORK (9)
Introduction - biological neurons and their artificial models - learning, adaptation and
neural network's learning rules types of neural networks - single layer, multilayer - feed
forward, feedback networks; back propagation learning and training - Hopfield network.
UNIT-II NEURAL NETWORKS IN CONTROL SYSTEMS (9)
Neural network for non-linear systems - schemes of neuro control - system identification
forward model and inverse model - indirect learning - neural network in control systems
applications - case studies.
UNIT-III FUZZY LOGIC (9)
Fuzzy sets - fuzzy operation - fuzzy arithmetic - fuzzy relations - fuzzy relational
equations - fuzzy measure - fuzzy functions - approximate reasoning - fuzzy propositions
- fuzzy quantifiers - if-then rules.
UNIT-IV FUZZY LOGIC IN CONTROL SYSTEMS (9)
Structure of fuzzy logic controller - fuzzification models - data base - rule base - inference
engine - defuzzification module.
UNIT-V NON-LINEAR FUZZY CONTROL (9) Introduction of Non-linear fuzzy control - PID like FLC - Sliding mode FLC - Sugeno
FLC - adaptive fuzzy control - fuzzy control applications - case studies.
REFERENCES
Total: 45
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 Jacek. M. Zurada
Neural Networks and Fuzzy
Systems
Prentice-Hall of India Pvt. Ltd., New Delhi
1999
2 Kosko, B Neural Networks and Fuzzy
Systems
Prentice-Hall of India Pvt. Ltd., New Delhi
1994
3 Klir G.J., and Folger T. A.
Fuzzy sets, uncertainty and
Information
Prentice-Hall of India Pvt. Ltd, New Delhi
1993
35
4 Zimmerman,
H.J
Fuzzy set theory-
and its
Applications
Kluwer Academic
Publishers., Boston
1994
5 Driankov, Hellendroon
Introduction to Fuzzy Control
Narosa Publishers, New York
1992
WEBSITES 1. www.ee.berkeley.edu
2. www.ijicic.org
36
17MEPS_E06 SOFT COMPUTING TECHNIQUES 3 0 0 3 100
OBJECTIVES:
To expose the concepts of feed forward neural networks.
To provide adequate knowledge about feedback neural networks.
To teach about the concept of fuzziness involved in various systems.
To expose the ideas about genetic algorithm.
To provide adequate knowledge about of FLC and NN toolbox.
INTENDED OUTCOMES:
To gain the knowledge about Fuzzy modeling.
To gain the knowledge about genetic algorithm.
UNIT I INTRODUCTION (9)
Approaches to intelligent control. Architecture for intelligent control. Symbolic reasoning
system, rule-based systems, the AI approach. Knowledge representation. Expert systems.
UNIT II ARTIFICIAL NEURAL NETWORKS (9)
Concept of Artificial Neural Networks and its basic mathematical model, McCulloch-Pitts
neuron model, simple perceptron, Adaline and Madaline, Feed-forward Multilayer
Perceptron. Learning and Training the neural network. Data Processing: Scaling, Fourier
transformation, principal-component analysis and wavelet transformations. Hopfield
network, Self-organizing network and Recurrent network. Neural Network based
controller.
UNIT III FUZZY LOGIC SYSTEM (9)
Introduction to crisp sets and fuzzy sets, basic fuzzy set operation and approximate
reasoning. Introduction to fuzzy logic modeling and control. Fuzzification, inferencing
and defuzzification. Fuzzy knowledge and rule bases. Fuzzy modeling and control
schemes for nonlinear systems. Self-organizing fuzzy logic control. Fuzzy logic control
for nonlinear time-delay system.
UNIT IV GENETIC ALGORITHM (9)
Basic concept of Genetic algorithm and detail algorithmic steps, adjustment of free
parameters. Solution of typical control problems using genetic algorithm. Concept on
some other search techniques like tabu search and and-colony search techniques for
solving optimization problems.
UNIT V APPLICATIONS (9)
GA application to power system optimization problem, Case studies: Identification and
control of linear and nonlinear dynamic systems using Matlab-Neural Network toolbox.
Stability analysis of Neural-Network interconnection systems. Implementation of fuzzy
logic controller using Matlab fuzzy-logic toolbox. Stability analysis of fuzzy control
systems.
Total: 45
REFERENCES
S.
No.
Author(s) Name Title of the book Publisher Year of
Publication
1 Jacek.M.Zurada, "Introduction to Artificial Jaico Publishing, 1999
37
House, Neural Systems" Mumbai
2 Kosko,B. "Neural Networks And Fuzzy Systems"
Prentice-Hall of India Pvt. Ltd.,
New Delhi
1994
3 Klir G.J. & Folger T.A.
"Fuzzy sets, uncertainty and Information"
Prentice-Hall of India Pvt. Ltd.,
New Delhi
1993
4 Zimmerman H.J. "Fuzzy set theory-and its Applications"
Kluwer Academic Publishers,
Netherland
1994.
5 Driankov, Hellendroon.
"Introduction to Fuzzy Control"
Narosa Publishers., New
Delhi
1995
WEBSITES 1. www.obitko.com 2. www.doc.ic.ac.uk
38
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 Allan Greenwood
Electrical Transients in Power Systems
Wiley Interscience, New York.
1971
2 Klaus Ragaller
Surges in High Voltage Networks.
Plenum Press, New York.
1980
3 Peterson,H.A Extra High Voltage AC Transmission
Engineering
Wiley Eastern ltd, New Delhi
1963
17MEPS_E07 ELECTRICAL TRANSIENTS IN POWER SYSTEMS 3 0 0 3 100
OBJECTIVES:
To gain knowledge in the sources and effects of lightning, switching and
temporary over voltages.
Ability to model and estimate the over voltages in power system
To coordinate the insulation of power system and protective devices.
Ability to model and analyze power system and equipment for transient over
voltages using Electromagnetic Transient Program (EMTP).
INTENDED OUTCOMES:
To gain the knowledge about lightning surges and switching surges.
To gain the knowledge about Z-transform and EMTP software.
UNIT-I INTRODUCTION AND SURVEY (9)
Review of various types of power system transients- effect of transients on power systems
– relevance of the study and computation of power system transients.
UNIT-II LIGHTNING SURGES (9)
Electrification of thunderclouds – lightning current surges – lightning current parameters
and their values – stroke to tower and mid span – induced lightning surges.
UNIT-III SWITCHING SURGES (9)
Closing and reclosing of lines – load rejection – fault initiation – fault clearing – short
line faults – Ferro–resonance – isolator switching surges – temporary over voltages –
surges on an integrated system – switching – harmonics.
UNIT-IV COMPUTATION OF TRANSIENTS IN CONVERSION EQUIPMENT (9) Traveling wave method – Beweley’s Lattice diagram – analysis in time and frequency
domain – eigen value approach – Z-transform – EMTP software.
UNIT-V INSULATION CO-ORDINATION (9) Over voltage protective devices – shielding wires, rod gaps, and surge diverters,
principles of insulation coordination – recent advancements in insulation coordination –
design of EHV system.
Total: 45
REFERENCES
WEBSITES
1. www.abb.com 2. www.microtran.com
39
17MEPS_E08 PARTIAL DISCHARGES IN ELECTRICAL POWER APPARATUS
3 0 0 3 100
OBJECTIVES:
To know the typical electrode configurations with Partial Discharge (PD).
Ability to model screening and filtering problems during partial discharge
measurements.
INTENDED OUTCOMES:
To gain the knowledge about calibration.
To gain the knowledge about fundamentals of pd measuring techniques.
To gain the knowledge about evaluation, measurement and location of PD.
UNIT I THE PHENOMENON OF PARTIAL DISCHARGE (9)
Introduction, Definition of terms, typical electrode configurations with Partial Discharge
(PD), internal discharges and surface discharges, external discharges, equivalent circuits,
PD characteristics of parameters, wave-form and characteristics of an individual PD
pulse, train of PD current pulses, train of PD pulses in relation to the temporarily assigned
instantaneous value of the high voltage, non electrical PD characteristics parameters.
UNIT II FUNDAMENTALS OF PD MEASURING TECHNIQUES (9)
Wave form and spectrum of PD, PD charge measuring equipment, integration in the
frequency domain, selectively wide band system, narrow band system, integration in the
time domain with very large wide band systems, measuring impedance or coupling four
terminal device, PD measuring circuits, calibration, calibration pulses, calibration of PD
measuring setup, calibration of the complete test set up, uncertainty of measurements.
UNIT III SCREENING AND FILTERING PROBLEMS DURING PARTIAL
DISCHARGE MEASUREMENTS (9) Need for screening, design of screens, completely enclosed screen, screen interruptions,
effect of corners, cavity resonance, design of filters, measurement of screening efficiency,
lead through bushings.
UNIT IV EFFECTS OF PD ON ELECTRICAL INSULATING MATERIALS
(9) Effects of PD on gaseous insulating materials, liquid insulating materials, solid insulating
materials, surface discharges, internal discharges, mixed dielectrics.
UNIT V EVALUATION, MEASUREMENT AND LOCATION OF PD (9)
Relation between measured and actual charge, relation between the time-dependent
occurrence of PD, and the extent of damage. Need for PD measurement, Development of
PD measurement techniques in cables, problems during PD measurements on long cables,
reflection and superposition effects, damping, National and International specifications,
Specifications for test methods, permissible PD magnitudes, Location of PD, methods of
locating PD, PD location according to pulse spacing method.
Total: 45
REFERENCES
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 Kreuger, F. H Partial Discharge IEEE press 2000
40
Measurements.
2 Dieter Konig, Y. Narayan Rao
PD in Electrical Apparatus
VDE - Verlag 1992
3 C. V. Nayar Partial Discharge
Measurements
IEC Publication 270 ,
USA
1981
4 Kuffel, E, Zaengl W. S
High Voltage Engineering
Oxford , Pergamon 1994
WEBSITES 1. www.future-energy.ethz.ch 2. www.waset.org
41
17MEPS_E09 DIGITAL SIGNAL PROCESSING FOR PROTECTION AND
CONTROL 3 0 0 3 100
OBJECTIVES:
To expose the students to the fundamentals of digital signal processing in frequency
domain& its application
To teach the fundamentals of digital signal processing in time-frequency domain& its
application
To compare Architectures & features of Programmable DS processors
To discuss on Application development with commercial family of DS Processors
To design & develop logical functions of DS Processors with Re-Programmable logics
&Devices
INTENDED OUTCOMES:
To gain the knowledge about analog and digital control.
To gain the knowledge about design of filters.
To gain the knowledge about harmonics.
UNIT I ANALOG AND DIGITAL CONTROL (9)
Historical perspective, development of analog and digital control systems for power
system, reasons for and benefits of digital control, advantages of digital system
implementation.
UNIT II FOURIER AND Z TRANSFORM (9)
Mathematical basis for control and protection algorithms: complex Fourier series, Fourier
transforms, discrete Fourier transform, Z-transform theorems, analog and discrete
integration.
UNIT III DESIGN OF FILTERS (9)
Analog filters: standard low-pass approximations, frequency and time response of the
filter, analog filter design, frequency band transformation, Analog to Digital converters,
multiplexer and analog memory, quantization time and errors, Shannon sampling
theorem, practical sampling rates, Classification of digital filters, design of recursive
filters using impulse invariant techniques, design of recursive filters using frequency pre-
warping and the bilinear transformation, problems of quantization and round-off errors.
Design of non-recursive digital filters using a window function, commonly used FIR filter
window functions and associated frequency responses.
UNIT IV SIGNAL ORTHOGONALIZATION ALGORITHMS (9)
Signal orthogonalization algorithms: single and double delay methods, FIR orthogonal
filters, correlation signal magnitude estimation: digital integration methods, orthogonal
components based methods, correlation, detailed algorithms
UNIT V MEASUREMENT OF OTHER POWER SYSTEM QUANTITIES
(9)
Measurement of other power system quantities: algorithms of estimation of active and
reactive power, impedance components, single phase, digital estimation of power system
frequency and frequency deviation. Measurements in dynamic state of estimation,
measurement error sources (signal distortion, harmonics, fundamental frequency
deviation). Decision making process, decision regions and borders, deterministic and
probabilistic decision making methods. Adaptive control and protection systems, multi-
42
criterial systems, integrated measurement, control and protection systems, Wide area
measurements in power systems.
Total: 45
REFERENCES
S.
No.
Author(s) Name Title of the book Publisher Year of
Publication
1. Jackson, L.B Digital Filters and Signal Processing
Kluwer Academic Publishers,
Boston
1986
2. Krauss, T., Shurc, L., Little, J
Signal processing toolbox for use with
Matlab, Users Guide.
3. Ungrad, H., Winkler, W.,
Wiszniewski, A.
Protection Techniques In Electrical Energy
Systems
Marcel Dekker Inc., New York
1995
4. Alan Oppenheim, V., and Ronals, W.,
Schafer
Digital Signal Processing
Prentice Hall of India Pvt. Ltd ,
New Delhi.
1989
WEBSITES 1. www.math.odu.edu 2. www.cse.unt.edu
43
17MEPS_E10 HIGH VOLTAGE POWER TRANSMISSION 3 0 0 3 100
OBJECTIVES:
To expose the students to the fundamentals of power system transients.
To teach the fundamentals of EHV AC transmission system.
To discuss on EHV and HVDC transmission
INTENDED OUTCOMES:
To gain the knowledge about EHV and HVDC transmission.
UNIT - I ENGINEERING ASPECTS OF EHV AC TRANSMISSION SYSTEM
(9)
Principles, configuration, special features of high voltage AC lines, power transfer ability, reactive power compensation, audible noise, corona bundle conductors, electric field,
right of way, clearances in a tower, phase to phase, phase to ground, phase to tower,
factors to be considered, location of ground wire, angle of protection, clearances, tower
configuration. Principles of radio interference, origin of radio interference, method of
propagation, factors to be considered in line design.
UNIT - II POWER SYSTEM TRANSIENTS (9)
Introduction, circuit closing transients, sudden symmetrical short circuit of alternator,
recovery transients due to removal of short circuit, traveling waves on transmission lines,
wave equation, surge impedance and wave velocity, specifications of traveling waves,
reflection and refraction of waves, typical cases of line terminations , equivalent circuit
for traveling wave studies, forked lines, reactive termination, successive reflections,
Bewley’s lattice diagram, attenuation and distortion, arcing grounds, capacitance
switching, current chopping, lightning phenomenon, over voltages due to lightning, line
design based on direct strokes, protection of systems against surges, statistical aspects of
insulation coordination.
UNIT-III OTHER ISSUES (9)
Biological effects of electric field, safe values of electric field, requirements of
transmission line, live line maintenance, basic principle, special tools and procedure,
methods of voltage control, tap changing, shunt compensation, shunt reactors and shunt
capacitors.
UNIT- IV EHV AND HVDC TRANSMISSION (9)
EHV AC versus HVDC Transmission, power flow through HVDC link, equation for
HVDC power flow, effect of delay angle and angle of advance, bridge connections,
waveform of six pulse and twelve pulse bridge converter, commutation, phase control,
angle of extinction, control of DC voltage, connections of three phase six pulse and
twelve pulse converter bridges, voltage and current waveforms. Bipolar HVDC terminal,
converter transformer connections, switching arrangements in DC yard for earth return to
metallic return, HVDC switching system, switching arrangements in a bipolar HVDC
terminal, sequence of switching operations, HVDC circuit breakers, DC current
interruption, commutation principle, probable types and applications of HVDC circuit
breakers, multi-terminal HVDC systems, parallel tapping, reversal of power,
configurations and types of multi-terminal HVDC systems, commercial multi terminal
systems.
44
UNIT- V FAULTS IN TRANSMISSION LINES (9)
Faults and abnormal condition in bipolar, two terminal HVDC system, pole-wise
segregation, protective zones, clearing of DC line faults and reenergizing, protection .of
converters, transformers, converter valves, DC yards, integration of protection and
controls, hierarchical levels of control, block diagram, schematic diagram, current control,
power control, DC voltage control, commutation channel, master control, station control,
lead station, trail station, pole control, equidistant firing control, synchronous HVDC link,
asynchronous HVDC Link.
Total: 45
REFERENCES
S. No. Author(s) Name Title of the book Publisher Year of
Publication
1 Rakosh Das Begamudre EHV AC Transmission
New Age Publishers,
New York
1955
2 Pogei, C., Dugan, Mark, F., McGranghan, Surya
santoso, H., and Wayne
Beaty
Direct Current Transmission
Wiley Interscience,
New York
1993
3 Subir Ray Introduction to High Voltage
Engineering
Prentice Hall of India Private
Limited, New
Delhi
1992
4 Adamson C. Hingorani N.G
Direct Current Transmission
Wiley Interscience,
New
York
1993
5 Uhimann E. Power Transmission by
DC
Springer, USA 1975
6 S.Rao, HVAC and HVDC Transmission,
Engineering and
practice
Khanna Publishers,
New
Delhi.
1990
7 B.M. Weddy and B.J.Cory,
Electric Power Systems
John Wiley and Sons, New York
2002
WEBSITES
1. www.ipst.org 2. www.cablefault.co.za
45
17MEPS_E11 SPECIAL ELECTRICAL MACHINES 3 0 0 3 100
OBJECTIVES:
To expose the students to the concepts of special electrical machines and analyze
their performance and to impart knowledge on
Construction and performance of synchronous reluctance motors.
Principle of operation and performance of stepping motors .
Construction, principle of operation and performance of switched reluctance
motors
Construction, principle of operation and performance of permanent magnet
synchronous motors
INTENDED OUTCOMES:
To gain the knowledge about synchronous reluctance motors.
To gain the knowledge about switched reluctance motors.
To gain the knowledge about permanent magnet brushless dc motors.
UNIT- I SYNCHRONOUS RELUCTANCE MOTORS (9)
Constructional features: axial and radial air gap Motors. Operating principle, reluctance
torque – phasor diagram, motor characteristics.
UNIT -II SWITCHED RELUCTANCE MOTORS (9) Constructional features, principle of operation. Torque equation, Power controllers,
Characteristics and control - Microprocessor based controller.
UNIT- III PERMANENT MAGNET SYNCHRONOUS MOTORS (9)
Principle of operation, EMF, power input and torque expressions, Phasor diagram, Power
controllers, Torque-speed characteristics, Self control, Vector control, Current control
schemes.
UNIT- IV PERMANENT MAGNET BRUSHLESS DC MOTORS (9)
Commutation in DC motors, Difference between mechanical and electronic commutators,
Hall sensors, Optical sensors, Multiphase Brushless motors, Square wave permanent
magnet brushless motor drives, Torque and emf equation, Torque-speed characteristics,
Controllers-Microprocessor based controller.
UNIT- V STEPPING MOTORS (9)
Constructional features, principle of operation, modes of excitation, torque production in
Variable Reluctance (VR) stepping motor, dynamic characteristics, Drive systems and
circuit for open loop control, closed loop control of stepping motor.
Total: 45
REFERENCES
S. No.
Author(s) Name
Title of the book
Publisher Year of
Publication
1 Miller, T.J.E. Brushless permanent magnet and reluctance
motor drives
Clarendon Press, Oxford.
1989
46
2 Kenjo, T. Stepping motors and their microprocessor
control,
Clarendon Press, Oxford.
1989
3 Kenjo, T and
Naganori, S.,
Permanent Magnet
and brushless DC
motors
Clarendon Press,
Oxford.
1989
4 Kenjo, T., Power Electronics for the microprocessor
Age.
Clarendon press, Oxford.
1989
5 Bose, B.K., Modern Power
Electronics and AC
drives
Prentice Hall,
New Jersey.
1997
WEBSITES 1. www.allaboutcircuits.com 2. www.koder.cn
47
17MEPS_E12 SMART GRIDS 3 0 0 3 100 OBJECTIVES:
To Study about Smart Grid technologies, different smart meters and advanced
metering infrastructure.
To familiarize the power quality management issues in Smart Grid.
To familiarize the high performance computing for Smart Grid applications.
INTENDED OUTCOMES:
To gain the knowledge about Distributed Generations.
To gain the knowledge about Island mode of operation.
To gain the knowledge about storage devices.
UNIT I INTRODUCTION : SMART GRID AND EMERGING TECHNOLOGIES
(9) Defining a smart grid – Characteristics of smart grid - Values of a smart grid – The economic Case – The environmental Case – Benefits to utilities – Benefits to consumers –
Power system components – Power system protection: Traditional Vs Smart – Case study
– Generation fundamentals – Traditional Generations – Distributed Generations – micro grid
generation – Generator Protection – Challenges and Opportunities – Cost of smart grid –
Government Regulations – Emerging Technologies - FACTS – optimizing integration systems
– Multi generation buildings – Case study.
UNIT II SMART GRID: MODELS AND OPERATING PRINCIPLES (9)
Solar Photovoltaic models and grid Integration – Design of a 2 MVA PV station – DG
system as part of utility power system – The smart grid PV - UPS DG system – Split DC Bus
UPS – PV DG system – Island mode of operation – Parallel operation of Inverters – Power
Quality. Wind turbine model and grid Integration – Micro turbine model & Grid Integration.
Electric Vehicle model and Grid Integration.
UNIT III SMART GRID: DISTRIBUTED GENERATION SYSTEMS (9)
Power Converter System – Control System Development – Current limit and Saturation
Control, Simulation using simulate and MATLAB. Inverter Parallel operation – Load
sharing control Algorithm – Distributed Generation System and Newton Raphson method in
power flow – Plant modeling and 3 phase 4 wire DG unit topology – Single distributed
generation System –MIMO Linear system Stability robustness – PWM rectifier control –
3 Phase AC – DC – AC topology.
UNIT IV ENERGY STORAGE AND COMMUNICATION (09)
State–of–the art storage devices – Battery types – Ultra capacitors based Energy Storage
System – Flywheel – Wide Area Network – Substation Information System – Wireless
Networks – Distribution Automation – AMI Networks – Utility monitoring and Control – Inter-
system Coordination – Industrial systems – Consumer Residential Systems – Network
Protection – Channel model Fundamental – Low, medium, High voltage, main Topologies –
Residential and Business Indoor wiring Topologies – The Power line Channel model –
Digital Transmission Techniques - Threats – IEC61850 Considerations.
UNIT V SMART GRID: RELIABILITY, STABILITY AND COMPONENT
INTEGRATION (9) Smart Grid Programming – Virtual Power Producer – Intelligent reconfiguration using
SCADA – Problems in distributed grids – Solutions. Integration of Mini – Micro
48
generation in distribution Grids – Power supply Quality generic standards – Renewable
Energies specific standards – Smart Grid stability analysis schemes – Supply guarantee and
Power quality – Integration in power systems – Distributed Generation advantages and needs.
Total: 45
REFERENCES
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 Fox-Penner Smart Power: Climate Change, the Smart Grid,
and the Future of Electric
Utilities
Island Press , Washington DC
2010
2 StanMark Kaplan, Fred
Sissine
Smart Grid: Modernizing Electric Power
Transmission and
Distribution; Energy
Independence, Storage
and Security; Energy
Independence and
Security Act and
Resiliency
The Capitol.Net, Washington DC
2009
3 Ali Keyhani Moha
mmad N.
Marwali , Min
Dai
Integration of Green and Renewable Energy in
Electric Power Systems
Wiley, USA 2009
4 Ryszard Michal Strzelecki , Grz
egorz Pawel
Benysek
Power Electronics in Smart Electrical Energy
Networks
Springer, USA 2008
5 Hendrik C. Ferreira ,Lutz
Lampe , John
Newbury,Theo
G Swart
Power Line Communications: Theory
and Applications for
Narrowband and
Broadband
Communications over
Power Lines
Wiley, New York 2010
WEBSITES
1. www.wca.org 2. www.sandc.com
49
17MEPS_E13 MICROCONTROLLER AND DSP BASED SYSTEM DESIGN
3 0 0 3 100 OBJECTIVES:
To study the Architecture PIC 16C7X.
To study the addressing modes and instruction set of PIC 16C7X .
To introduce the need and use of Interrupt structure.
To develop skill in simple program writing.
To study simple applications.
INTENDED OUTCOMES:
To gain the knowledge about PIC 16C7X MICROCONTROLLER.
To gain the knowledge about PERIPHERALS OF TMSLF2407.
To gain the knowledge about Programming techniques.
UNIT I PIC 16C7X MICROCONTROLLER (9)
Architecture - memory organization – Addressing modes – Instruction set – Programming
techniques – simple programs
UNIT II PERIPHERALS OF PIC 16C7X (9)
Timers – interrupts – I/O ports – I2C bus for peripheral chip access – A/D converter –
UART
UNIT III TMSLF2407 DSP CONTROLLER (9)
Introduction- System configuration registers - Memory Addressing modes - Instruction
set – Programming techniques – simple programs
UNIT IV PERIPHERALS OF TMSLF2407 (9)
General Purpose Input/Output (GPIO) Functionality- Interrupts - A/D converter-Event
Managers (EVA, EVB)- PWM signal generation
UNIT V APPLICATIONS OF TMSLF2407 (9) Voltage regulation of DC-DC converters- Stepper motor and DC motor control- Clarke’s
and Park’s transformation-Space vector PWM- Control of Induction Motors and PMSM.
Total: 45
REFERENCES
S. No.
Author(s) Name
Title of the book
Publisher Year of
Publication
1 John B. Peatman Design with PIC Microcontrollers
Pearson Education, Asia
2004
2 Hamid A. Toliyat, Steven
Campbell
DSP based Electromechanical Motion Control
CRC Press, USA
2003
WEBSITES 1. www.crcnetbase.com
2. www.smpstech.com
50
17MEPS_E14 EMBEDDED SYSTEMS 3 0 0 3 100
OBJECTIVES:
To study the architecture of embedded system.
To study the OS for embedded systems.
Need of Distributed embedded architecture.
INTENDED OUTCOMES:
To gain the knowledge about embedded system design processes.
To gain the knowledge about basic compilation techniques.
UNIT-I INTRODUCTION TO EMBEDDED SYSTEM (9)
An embedded system, functional building block of embedded system, Characteristics of
embedded system, applications, Challenges in embedded system design, embedded
system design processes.
UNIT-II ARCHITECTURE OF EMBEDDED SYSTEM (9)
Computer architecture taxonomy, CPUs – programming input and output, Supervisor
mode, exceptions and traps, Co-processors, memory system mechanisms - CPU bus -
memory devices - I/O devices - component interfacing - Assembly and linking - basic
compilation techniques.
UNIT-III OS FOR EMBEDDED SYSTEMS (9) Introduction to RTOS, multiple tasks and multiple processes, context switching, operating
system, scheduling policies, inter process communication mechanisms. Introduction to
µC/OSII
UNIT-IV PERFORMANCE ISSUSES OF EMBEDDED SYSTEMS (9)
CPU Performance, CPU Power consumption, Analysis and optimization of execution
time, program size, energy and power, Evaluating operating system performance, power
optimization strategies for processes, Hardware accelerators.
UNIT-V DESIGN AND IMPLEMENTATION (9) Development and debugging, manufacturing, Testing, Program validation and testing,
Need of Distributed embedded architecture, I2
C Bus, CAN Bus, Design examples: GPS Moving map, Personal Digital Assistant, Elevator controller.
Total: 45
REFERENCES
S.
No.
Author(s)
Name
Title of the book
Publisher Year of
Publication
1 Wayne Wolf, , Computers as Components: Principles of Embedded
Computer Systems Design,
The Morgan Kaufmann
Series in Computer
Architecture and Design
Harcourt Asia Pvt.Ltd.,
Dehiwella,
Srilanka
2000
2 Rajkamal, Embedded Systems Tata McGraw-Hill Publishing
company
Ltd., New Delhi
2003
51
3 David E Simon,
An Embedded software primer
Pearson education India, New Delhi
2004
4 Sriram V Iyer, Pankaj Gupta, ,
Embedded Real-time Systems Programming
Tata McGraw-Hill Publishing
2004
WEBSITES 1. www.ece.cmu.edu 2. www.cs.rice.edu
52
17MEPS_E15 OPTIMIZATION TECHNIQUES 3 0 0 3 100
OBJECTIVES:
To introduce the different optimization problems and techniques
To study the fundamentals of the linear and non-linear programming problem.
To understand the concept of dynamic programming and genetic algorithm
technique
INTENDED OUTCOMES:
To gain the knowledge about linear programming.
To gain the knowledge about Rosenbrock’s method
To gain the knowledge about Genetic algorithm
UNIT I INTRODUCTION TO OPTIMIZATION (9)
Statement of Optimization problems – Classical optimization techniques – Single variable
and multi variable optimization – Method of direct substitution constraint variation –
Lagrange multipliers multivariable optimization with equality constraints – Kuhn Tucker
conditions.
UNIT II LINEAR PROGRAMMING (9)
Linear programming definition – Pivotal reduction of general system of equation –
Simplex algorithms – Two phases of the simplex method – Revised simplex method –
Duality in linear programming.
UNIT III NONLINEAR PROGRAMMING (ONE DIMENSIONAL) (9)
Unimodal function – Elimination methods – Unrestricted and exhaustive search,
Dichotomous search, Fibonacci method – Interpolation methods – Direct root method.
UNIT IV NONLINEAR PROGRAMMING (UNCONSTRAINED
OPTIMIZATION) (9) Direct search methods – Univariate method, Pattern search methods – Rosenbrock’s
method – The simplex method – Descent method – Conjucate gradient method – Quasi
Newton methods. Nonlinear Programming (Constrained Optimization): Direct methods –
The Complex method – Cutting plane method – Methods of feasible directions and
determination of step length – Termination criteria, determination of step length.
UNIT V SPECIAL TECHNIQUES (9)
Multistage decision process – Computational procedure – Final value problem to initial
value problem – Continuous dynamic programming – Discrete dynamic programming.
Heuristic Techniques for optimization – Neural Networks – Genetic algorithm – Adaptive
genetic algorithm – Typical applications.
Total: 45
REFERENCES
S.
No.
Author(s)
Name
Title of the book Publisher Year of
Publication
1 Nash S G and Ariela Sofer
Linear and Nonlinear Programming
McGraw- Hill Inc., New York
1996
53
2 David E Goldberg
Genetic Algorithms in Search, Optimization and
Machine Learning
Addision Wesley Publishing
Company
1999
3 Kalyanmoy Deb Multi-Objective Optimization Using
Evolutionary Algorithms
John Wiley and Sons
2001
4 Ras S.S, Optimization Theory and Application
Wiley Eastern Limited,
NewDelhi
2003
17MEPS_E16 VISUAL LANGUAGES AND ITS APPLICATIONS TO
ELECTRICAL ENGINEERING 3 0 0 3 100
OBJECTIVES:
To introduce the object oriented programming.
To study the fundamentals of the programming.
INTENDED OUTCOMES:
To gain the knowledge about Software Development Kit (SDK) tools.
To gain the knowledge about VC++ components.
UNIT-I HISTORICAL DEVELOPMENT OF PROGRAMMING (9)
Procedural programming - structural programming - object oriented programming -
windows programming - Event driven programming - conceptual comparison.
UNIT-II WINDOWS PROGRAMMING (9)
Overview of windows programming - data types - resources - controls -windows
messages - device contexts - document interfaces - dynamic link libraries - Software
Development Kit (SDK) tools - context help
UNIT-III VISUAL BASIC PROGRAMMING (9)
Form design - overview - programming fundamentals - VBX controls - graphic
applications - animation - interfaces - file system control - data control - database
application
UNIT-IV VISUAL C++ PROGRAMMING (9)
Frame work classes - VC++ components - resource handling - event handling - message
dispatch system - model and model-less system - model and model-less dialogues -
importing VBX controls - document – view architecture - sterilization - multiple
document - splitter windows - coordination between controls – sub classing.
UNIT-V CASE STUDIES (9)
Application to electrical engineering problems.
Total: 45
REFERENCES
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 David Kurlinski, J
Inside Visual C++ Microsoft press, USA
1993
2 Michael Etzel, Karen
Dickinson
Microsoft Visual C++ and Visual
Basic manuals.
Microsoft press, USA
1999
WEBSITES 1. www.codeguru.com 2. www.onesmartclick.com
17MEPS_E17 POWER SYSTEM PLANNING AND RELIABILITY 3 0 0 3 100 OBJECTIVES:
To introduces the objectives of Load forecasting.
To study the fundamentals of Generation system, transmission system and
Distribution system reliability analysis
To illustrate the basic concepts of Expansion planning
INTENDED OUTCOMES:
To gain the knowledge about load forecasting.
To gain the knowledge about contingency analysis.
To gain the knowledge about distribution system planning.
UNIT-I LOAD FORECASTING (9)
Objectives of forecasting - load growth patterns and their importance in planning - load
forecasting based on discounted multiple regression technique - weather sensitive load
forecasting - determination of annual load forecasting - use of AI in load forecasting.
UNIT-II GENERATION SYSTEM RELIABILITY ANALYSIS (9)
Probabilistic generation and load models - determination of LOLP and expected value of
demand not served - determination of reliability of isolated and interconnected generation
systems.
UNIT-III TRANSMISSION SYSTEM RELIABILITY ANALYSIS (9)
Deterministic contingency analysis - probabilistic load flow - fuzzy load flow -
probabilistic transmission system reliability analysis - determination of reliability indices
like LOLP and expected value of demand not served.
UNIT-IV EXPANSION PLANNING (9)
Basic concepts - procedure followed for integrated transmission system planning, current
practice in India - capacitor placement problem in transmission system and radial
distribution systems.
UNIT-V DISTRIBUTION SYSTEM PLANNING OVERVIEW (9) Introduction, sub transmission lines and distribution substations - design of primary and
secondary systems - distribution system protection and coordination of protective devices.
Total: 45
REFERENCES
S.
No.
Author(s)
Name
Title of the book Publisher Year of
Publication
1 Sullivan, R.L Proceedings of work shop on energy systems planning and
Progress and the way forward,
CBIP, Power system planning
McGraw-Hill, USA
1977
2 Roy Billington and
Allan Ronald
Power system reliability, Electric power distribution
system Engineering
Tata McGraw- Hill, New
Delhi
1986
WEBSITES 1. www1.eere.energy.gov
2. www.uq.edu.au
S.
No.
Author(s)
Name
Title of the book Publisher Year of
Publication
1 Rolston, D.W Principles of AI and EI development
McGraw Hill , New York
1988
2 Wassermann P.D, Van
Reinhold
Neural Computing Springer, New York 1988
3 Dejan J. Sobajic IEEE tutorial on application of Neural
Network to power
systems
Lawrence erlabum associates, Inc.,
USA
1996.
17MEPS_E18 ARTIFICIAL INTELLIGENCE APPLICATION TO POWER
SYSTEMS 3 0 0 3 100 OBJECTIVES:
To introduces the objectives of expert systems.
To study the fundamentals of Neural Networks.
INTENDED OUTCOMES:
To gain the knowledge about AI systems.
To gain the knowledge about Neural Networks.
UNIT-I INTRODUCTION TO EXPERT SYSTEMS (9)
Basics of AI systems - introduction to expert systems - definitions - architecture
- differences from conventional programming.
UNIT-II EXPERT SYSTEMS (9)
Knowledge components - levels of representation - representation schemes - formal and
non-formal representation schemes - Expert System building task - development -
knowledge acquisition - typical building process
UNIT-III INTRODUCTION TO NEURAL NETWORKS (9)
Neurobiological models of neurons - basics of ANN - perceptron - back propagation network – memory models - bi-directional associative memory - Hopfield
network.
UNIT-IV ARTIFICIAL NEURAL NETWORKS (9)
Theory, architecture and applications of computer propagation network -
Boltzmann's network – adaptive resonance theory - introduction to cognitron and neocognitron.
UNIT-V APPLICATION OF AI TO POWER SYSTEMS (9)
Application of expert systems and neural networks in load forecasting,
contingency analysis, VAr control and other power system problems.
Total: 45
REFERENCES
WEBSITES
1. www.slideshare.net 2. www.globalspec.com
17MEPS_E19 ADVANCED POWER SYSTEM DYNAMICS 3 0 0 3 100 OBJECTIVES:
To perform transient stability analysis using unified algorithm.
To impart knowledge on sub-synchronous resonance and oscillations
To analyze voltage stability problem in power system.
To familiarize the methods of transient stability enhancement.
INTENDED OUTCOMES:
To gain the knowledge about Mid-term and long-term stability.
To gain the knowledge about Sub-Synchronous Resonance.
To gain the knowledge about transient stability enhancement methods.
UNIT-I TRANSIENT STABILITY ANALYSIS (9)
Review of numerical integration methods: Euler and Fourth Order Runge-Kutta methods,
Numerical stability and implicit methods, Interfacing of Synchronous machine (variable
voltage) model to the transient stability algorithm (TSA) with partitioned – explicit and
implicit approaches – Interfacing SVC with TSA-methods to enhance transient stability.
UNIT-II UNIFIED ALGORITHM FOR DYNAMIC ANALYSIS OF POWER
SYSTEMS (9)
Need for unified algorithm- numerical integration algorithmic steps-truncation error-
variable step size – handling the discontinuities- numerical stability- application of the
algorithm for transient. Mid-term and long-term stability simulations
UNIT-III TRANSMISSION, GENERATION AND LOAD ASPECTS OF
VOLTAGE STABILITY ANALYSIS (9)
Review of transmission aspects – Generation Aspects: Review of synchronous machine
theory – Voltage and frequency controllers – Limiting devices affecting voltage stability
– Voltage-reactive power characteristics of synchronous generators – Capability curves –
Effect of machine limitation on deliverable power – Load Aspects – Voltage dependence
of loads – Load restoration dynamics – Induction motors – Load tap changers –
Thermostatic load recovery – General aggregate load models.
UNIT-IV SUBSYSNCHRONOUS RESONANCE (SSR) AND OSCILLATIONS
(9)
Sub-Synchronous Resonance (SSR) – Types of SSR - Characteristics of series – Compensated transmission systems –Modeling of turbine-generator-transmission
network- Self-excitation due to induction generator effect – Torsional interaction
resulting in SSR –Methods of analyzing SSR – Numerical examples illustrating
instability of Sub-Synchronous oscillations –time-domain simulation of sub-synchronous
resonance – EMTP with detailed synchronous machine model- Turbine Generator
Torsional Characteristics: Shaft system model – Examples of torsional characteristics –
Torsional Interaction with Power System Controls: Interaction with generator excitation
controls – Interaction with speed governors – Interaction with nearby DC converters.
UNIT-V ENHANCEMENT OF TRANSIENT STABILITY AND COUNTER
MEASURES FOR SUB SYNCHRONOUS RESONANCE (9)
Principle behind transient stability enhancement methods: high-speed fault clearing,
reduction of transmission system reactance, regulated shunt compensation, dynamic
braking, reactor switching, independent pole-operation of circuit-breakers, single-pole
switching, fast-valving, high-speed excitation systems; NGH damper scheme.
Total: 45
REFERENCES
S.
No.
Author(s)
Name
Title of the book Publisher Year
Publication
1. Cutsem, T.V., Vournas, C.
Voltage Stability of Power Systems
Kluwer Academic Publishers, Boston.
1998
2. Kundur, P Power System Stability and
Control
Tata McGraw Hill, New Delhi
2010
3. Dommel, H. W.
Electromagnetic Transients
Program
Reference Manual prepared for Bonneville
Power Administration,
U.S.A
1986
4. R.
Ramanujam
Power System
Dynamics Analysis
and Simulation
PHI Learning Private
Limited,
New Delhi.
2009
WEBSITES 1. School.eecs.wsu.edu 2. www.gateway400.org
17MEPS_E20 POWER SYSTEM AUTOMATION AND SECURITY 3 0 0 3 100 OBJECTIVES:
To impart knowledge on over voltage protection in power system
To impart knowledge on carrier communication.
INTENDED OUTCOMES:
To gain the knowledge about fault phenomena.
To gain the knowledge about protections.
To gain the knowledge about SCADA.
UNIT- I INTRODUCTION (9)
Switching and auxiliary contacts units in automation, classification, parameters and
category of utilizations, electrical and mechanical endurance. Reed relays and sensors,
structure, principle of operation, switching properties and application considerations.
UNIT – II FAULT PHENOMENA (9)
Advanced current converters for digital protections, Hall transformers, Rogowski – coil
converters, general consideration, principle of operation, parameters. Security problems in
MV feeders with no effective earthing under a single phase grounding, ground fault
phenomena, problems of an earth-fault clearance.
UNIT – III PROTECTIONS (9)
Over voltage protection in power system, external and internal sources of over voltages,
resonance phenomena, arcing ground phenomenon, protection against switching
transients.
UNIT – IV CARRIER COMMUNICATION (9)
Power Line Carrier (PLC) system for control, communication and management, general
concept, advantages and restrictions. Coordinated control: automatic restoration, auto-
reclosing and load shedding in power system. Wide Area Protection Systems (WAPS) –
application fields, GPS synchronization of measurements, remote access, information
availability, examples of WAPS for protection and maintenance of power system
integrity.
UNIT V MONITORING AND CONTROL (9)
Substation Automation (SA) and integration – local and remote control, bay control units,
communication protocols, cooperation with SCADA, substation integration levels,
coordinated protection and control systems. Trends in substation automation – application
of Intelligent Electronic Devices, distributed structures, agent-based SA systems, open
communication systems, internet-based solutions. Blackouts – reasons of wide area
developing faults, USA blackout 2003, preventive systems, adaptive protection systems,
wide area control, voltage and angle stability monitoring.
Total: 45
REFERENCES
S. No. Author(s)
Name
Title of the book Publisher Year of
Publication
1 KTV Grattan Sensors-
technology, Systems
and
Applications
A.Hilger IOP Publishing
Ltd., New York
1991
2 A. Alwar Power System
Protection volume
4: Digital protection
and signaling
Short Run Press Ltd,
New York
1997
3 Ungrad, H., Winkler, W.,
Wiszniewski, A
Protection Techniques in
Electrical Energy
Systems
Marcel Dekker Inc, New York
1995
4 Hasse. P Over voltage Protection Of Low
Voltage Systems
TJ International, Pads town 2000
5 Pradas Kodali, V
Engineering Electromagnetic
Compatibility
Principles, Measurements and
Technology
IEEE Press, New York 1996
WEBSITES 1. www.ewics.org
2. www.isa.org