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Module IV(I) Control Systems Design DYNAMICS and CONTROL Presented by Pedro Albertos Professor of Systems Engineering and Control - UPV Complex Control system Module IV(III) Control Systems Design

DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

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Page 1: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Module IV(I)

Control Systems

Design

DYNAMICS and CONTROL

Presented by

Pedro AlbertosProfessor of Systems Engineering and Control - UPV

Complex Control system

Module IV(III)

Control Systems

Design

Page 2: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Examples of systems and signals

Models of systems and signals

Controlled systems: properties

Control systems design

Control systems structure

Parameters tuning

“Complex” Control systems design

Control benefits

Topics to study2

Modules:

DYNAMICS & CONTROL

Examples of systems and signals

Models of systems and signals

Controlled systems: properties

Control systems design

Control systems structure

Parameters tuning

“Complex” Control systems design

Control benefits

Topics to study

Page 3: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Control Systems Structure

– Open-loop control

– Closed-loop control

– Supervisory control

– Cascade control

– Feed-forward control

– Two degrees of freedom control

– Hierarchical control

DYNAMICS & CONTROL

SYSTEM

Disturbances

Information

Co

ntr

olle

d

vari

able

s

Information

CONTROLGoals

SENSOR

3

Page 4: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

. .dy G u G p Based on the Process

and disturbance Model:Ideal Control: 1 .r du G y G p

Tracking control: Perfect knowledge and feasibility of G-1

DYNAMICS & CONTROL

4

Basic control structures (I)– Open-loop Control

PROCESSCONTROL

Disturbance

Controlled Var.

Control

Action

Goals

sensor

ry yu

p

Regulation : Perfect knowledge and feasibility of G-1, Gd , and access to p

Page 5: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Objetives

sensor

DYNAMICS & CONTROL

5

Basic control structures (II)– Closed-loop Control

Characteristics:

• Need a good feedback: access to variables and sensors

nGKH

GKHd

GKH

GGr

GKH

GKFy ed

111

• Use of high gain K1

0. ey F r d nH

Risk of instability

Page 6: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action+

n

Measured

Var.

Page 7: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action+

n

Measured

Var.SENSOR

Page 8: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action

Virtual

Sensor

+

n

Measured

Var.

Page 9: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action

Virtual

Sensor

+

n

Measured

Var.

and

the models

Page 10: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Internal variables

Filtered outputs

Estimated disturbances

Any other internal magnitude

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action

Virtual

Sensor

+

n

Measured

Var.

and

the models

Page 11: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Internal variables

Filtered outputs

Estimated disturbances

Any other internal magnitude

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action

Virtual

Sensor

+

n

Measured

Var.

and

the models

Reduce the effect of measurement noise

Get a richer information from the plant

Estimate some disturbance

Page 12: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Virtual sensor ≡ Estimator ≡ Observer ≡ Filter

Internal variables

Filtered outputs

Estimated disturbances

Any other internal magnitude

DYNAMICS & CONTROL

6

Improved control structures (I)– Virtual sensors

PROCESS

Disturbance

Contr.

Var.

Control

Action

Virtual

Sensor

+

n

Measured

Var.

and

the models

Reduce the effect of measurement noise

Get a richer information from the plant

Estimate some disturbance

Page 13: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

Page 14: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

Page 15: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

dt

deKdteKeKu d

t

ip 0

Page 16: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

PID Improvements:

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

dt

deKdteKeKu d

t

ip 0

Page 17: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

PID Improvements:

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

dt

deKdteKeKu d

t

ip 0

- Filtered derivative

- Output (no input) derivative

Page 18: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

PID Improvements:

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

dt

deKdteKeKu d

t

ip 0

- Filtered derivative

- Output (no input) derivative

- Limited integration (anti wind-up)

- Reset control

Page 19: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

PID Improvements:

DYNAMICS & CONTROL

7

Improved control structures (II)– Closed-loop Control

PROCESSCONTROL

Disturbance

Controlled V.

Control

Action

Reference

sensor

PID

dt

deKdteKeKu d

t

ip 0

- Filtered derivative

- Output (no input) derivative

- Limited integration (anti wind-up)

- Reset control

Page 20: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

Page 21: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

Page 22: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

PID

Page 23: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

PID

• Make faster the internal Subprocess

• Reduce the effect of the inner disturbance

Page 24: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

PIDPID

Page 25: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

PIDPID

• Achieve desired closed-loop behavior

• Reduce the effect disturbances

• Allow for tracking

Page 26: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Master

Complex Control Structures (I)

– Cascade Control

PIDPID

This may be extended to a full set

of variables

Page 27: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (II)

– Model Predictive Control

Error: • Current Value

• Past Values

• Future Values

eKu p

k

j

jik

t

i eKudteKu00

;

t

eKu

dt

deKu k

dkd

;

PID

Page 28: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (II)

– Model Predictive Control

Page 29: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (II)

– Model Predictive Control

Page 30: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (III)

– Adaptive Control

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

Objetives

sensor

Page 31: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (III)

– Adaptive Control

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

Objetives

sensor

Model

Identification

Page 32: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (III)

– Adaptive Control

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

Objetives

sensor

Model

IdentificationC. Parameter

Computation

Page 33: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (III)

– Adaptive Control

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

Objetives

sensor

Model

IdentificationC. Parameter

Computation

Page 34: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (IV)

– Adaptive Control (Model Reference)

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

sensor

ref

y

Page 35: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (IV)

– Adaptive Control (Model Reference)

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

sensor

Model

Reference

ref

y

Page 36: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (IV)

– Adaptive Control (Model Reference)

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

sensor

Model

Reference

ref

my

y

Page 37: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (IV)

– Adaptive Control (Model Reference)

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

sensor

Model

Reference

ref

my

y

e

Page 38: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Complex Control Structures (IV)

– Adaptive Control (Model Reference)

PROCESSCONTROL

Disturbance

Controlled

Var.Control

Action

sensor

C. Parameter

Adaptation

Model

Reference

ref

my

y

e

Page 39: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Advanced Control Systems

– Non linear control

– Robust control

– Network-based control

– Intelligent Control

– Coordinated control

– Hierarchical control

–…

DYNAMICS & CONTROL

12

Page 40: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

13

DYNAMICS & CONTROL

Complex Control Systems

What have we seen today?

Feasibility of the PID

Multi-loop control

Model Predictive Control

Adaptive Control

Simple implementable solutions

Complex computation

Page 41: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

14

DYNAMICS & CONTROL

Modules:What is next?

Examples of systems and signals

Models of systems and signals

Controlled systems: properties

Control systems design

Control systems structure

Parameters tuning

Control benefits

Topics to study

Page 42: DYNAMICS and CONTROL · DYNAMICS & CONTROL 5 Basic control structures (II) ... DYNAMICS & CONTROL 6 Improved control structures (I)

Module VI (III)

Control systems

Design

Complex Control systems

DYNAMICS and CONTROL

Presented by

Pedro AlbertosProfessor of Systems Engineering and Control - UPV 15

Thank you!