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PAVAN KUMAR KANKAR Assistant Professor, Mechanical Engineering Discipline

PDPM Indian Institute of Information Technology,

Design & Manufacturing Jabalpur. INDIA-482005

Phone: +91-761- 2794419, 9425807612 (M) PDPM IIITDMJ JABALPUR

E-mail ID : pavankankar@gmail.com, kankar@iiitdmj.ac.in

Research Areas

Machine Design, Vibration, Nonlinear Dynamics

Condition Monitoring of Mechanical Components

Education

Ph.D., Indian Institute of Technology Roorkee, Roorkee.

Thesis Title: “Fault Diagnosis of Rolling Element Bearings using Vibration Signature

Analysis”.

M.E., Malviya National Institute of Technology, Jaipur (Erstwhile known as Malviya

Regional Engineering College, Jaipur).

B.E., University College of Engineering, Kota (Erstwhile known as Engineering College

Kota, Kota under Rajasthan University, Jaipur)

Working Experience

Total Experience: 11.5 Years

PDPM Indian Institute of Information Technology, Design and Manufacturing

Jabalpur: Assistant Professor, July 2011 to till date.

Villanova University, Villanova, Pennsylvania, USA: Visiting Research Associate, May

2014 to July 2014.

Thapar University, Patiala: Lecturer/ Assistant Professor, January 2011 to July 2011.

College of Technology and Engineering, Udaipur: Assistant Professor, March 2005 to

Dec. 2008.

Birla Institute of Technology & Science, Pilani: Lecturer, Oct. 2001 to Dec. 2004.

Professional Accomplishments

Projects/ Consultancy

Principal Investigator, Damage Detection on a Mechanical Structure (Timoshenko Beam,

Machine) using Vibration Signature, 2015, Duration: 6 Months, Research Fellow: Mr.

Metsebo Jules, Sponsoring Organization: Centre for Science and Technology of the Non-

Aligned and Other Developing Countries, (Amount: Rs. 0.27 Million).

Member, Fault Diagnostics of Helicopter Gear Box, 2014, Duration: 10 Weeks, Principal

Investigator: Prof. C. Nataraj, Sponsoring Organization: Villanova University, United

Technologies Research Center, Office of Naval Research, USA, (Amount: USD 25,000).

Co-Principal Investigator, Review of the Impact and Quality of Right to Service Act in

Madhya Pradesh: With a Special Reference to Seventeen districts, 2012, Duration: 6

2

Months, Principal Investigator: Prof. V.K. Gupta, Sponsoring Organization: School of

Good Governance and Policy Analysis, (Amount: Rs. 0.454 Million).

Principal Investigator, Condition Monitoring of gears and bearings using Vibration and

Sound Analysis, 2011, Duration: 2 Years, Other investigator: Dr. M. Amarnath,

Sponsoring Organization: PDPM IIITDM Jabalpur (Research Initiation Grant), (Amount:

Rs. 1.05 Million).

Research Supervision

Thesis (Ph.D.)

Vinay Vakharia, 2015, Diagnosis of Bearing Faults Using Vibration Signals and

Machine Learning Techniques. (Other supervisor: Prof. V.K. Gupta); Dr. Vakharia is

awarded with IIITDM Proficiency Prize (Silver Medal) for the best thesis from among

the graduating MTech./ Ph.D students in Mechanical Engineering discipline in the Year

2015.

Thesis (Ph.D.) Ongoing

Rahul Upadhyay, (Open held on November, 2015; likely to submit soon), Feature

Extraction of Electroencephalogram signals. (Other Supervisor: Dr. Prabin Kumar

Padhy)

Aditya, (Registered January 2012), Damage Quantification and Residual Life

Estimation of Rolling Contact Elements. (Other supervisor: Dr. M. Amarnath)

Swati Agrawal, (Registered January 2012), Vibration Analysis of Carbon Nanotubes.

(Other Supervisor: Prof. V.K. Gupta)

Nitin Upadhyay, (Registered July 2014), Integrated model and data driven based

approach for fault diagnosis and prognosis of rolling element bearings.

Thesis (M.Tech)

Gourav Kumar Sharma, 2015, Dynamic Analysis of End Milling Process.

Deep Kishore Parsediya, 2014, Modelling, Analysis and Simulation of MEMS

Cantilever Beams. (Other supervisor: Dr. Jawar singh)

Rohit Tiwari, 2013, An Intelligent System for Bearing Fault Diagnosis. (Other

supervisor: Prof. V.K. Gupta)

Ankit Saxena, 2013, Effect of Vibration and Process Parameters on Surface Roughness

during Abrasive Waterjet Machining. (Other supervisor: Mr. T.V.K. Gupta)

Rahul Upadhyay, 2013, Feature Extraction and Classification of Electroencephalogram

Signal. (Other supervisor: Dr. P.K. Padhy)

Rahul Sharma, 2013, Ball Bearing Fault Diagnosis Using Optimized Wavelet Filter

Bank. (Other supervisor: Dr. Anil Kumar)

Sorav Sharma, 2011, Fault Identification in Roller Bearing Using Vibration Signature

Analysis. (Other supervisor: Prof. V.P. Agrawal)

Rajdeep Singh, 2011, Vibration Based Analysis of Defects in Rotating Shafts. (Other

supervisor: Prof. V.P. Agrawal)

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Publications

Total Number: 63

Published 31 papers in International peer refereed journals of repute, 29 papers in

International /National Conferences and 3 book chapters.

Total Citations:

626 (http://scholar.google.co.in/citations?user=7MSzSBAAAAAJ; h-index : 12; One

paper cited more than 100 times, Four papers cited more than 50 times)

340 (http://www.scopus.com; h-index : 10; Three papers cited more than 50 times)

Academic Recognitions

Paper entitled "Nonlinear Vibration Signature Analysis of a Rotor Bearing System Due to

Race Imperfections" which is published in ASME Journal of Computational and

Nonlinear Dynamics, has been ranked under Top 10 most downloaded articles.

Paper entitled "Rolling element bearing fault diagnosis using autocorrelation and

continuous wavelet transform" which is published in Journal of Vibration and Control,

has been ranked under Most-Read Articles during March 2012.

Paper entitled "Rolling element bearing fault diagnosis using wavelet transform" which is

published in Neurocomputing, has been ranked under Top 25 Hottest Articles.

Paper entitled "Fault diagnosis of a rotor bearing system using response surface method"

which is published in European Journal of Mechanics A/Solids, has been ranked under

Top 25 Hottest Articles.

Reviewer of International Journals

Journal of Sound and Vibration (Elsevier Journal)

Journal of Vibration and Control (SAGE publications )

IEEE Transactions on Industrial Electronics (IEEE Transactions)

Journal of Mechanical Science and Technology (Springer Journal)

International Journal of Electrical Power and Energy Systems (Elsevier Journal)

Neurocomputing (Elsevier Journal)

International Journal of Acoustics and Vibration

International Journal of Mechanical Sciences (Elsevier Journal)

Measurement (Elsevier Journal)

Neural Computing and Applications (Springer Journal)

Knowledge-Based Systems (Elsevier Journal)

Tribology Transactions (Taylor & Francis) etc.

Journal Editor/ Conferences Programme Committees / Technical Committees / Session Chairing

Guest Editor for the special Issue of Shock and Vibration Journal (Impact Factor 0.722)

on "Fault Diagnosis and Prognosis of Critical Components."

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Session chair in the 2nd International Conference on Intelligent Robotics, Automation

and Manufacturing (IRAM 2013), December 16-18, 2013, Indian Institute of

Technology, Indore, India.

Member, Program Committee, Workshop on Mining and Learning in Fault Diagnosis

(MLFD 2012), August 10-12, 2012 at Xiamen, China.

(http://homepage.cs.latrobe.edu.au/dwang/MLFD12/)

Conferences / Workshops Organized

Coordinator of Five Day Workshop on “Computational Methods and GUI Development

for Scientists and Engineers, October 28 – November 1, 2015, (With Coordinator: Dr.

P.K. Jain).

Co-coordinator of Two Week Training Program on “CNC Programming, Simulation and

Operation”, July 01-15, 2015, (With Coordinator: Dr. P.K. Jain).

Coordinator of Three Day Workshop on “Application of MATLAB for Engineering

Computations”, February 06-08, 2015, (With Coordinator: Dr. P.K. Jain).

Coordinator of Five Day Workshop on “Application of MATLAB for Engineering

Computations”, December 01-05, 2014, (With Coordinator: Dr. P.K. Jain).

Coordinator of Two Day Workshop on “Fault Diagnosis of Machines”, November 01-02,

2014, (With Coordinator: Dr. M. Amarnath).

Coordinator of Three Day Workshop on “Application of MATLAB for Engineering

Computations” as Coordinator, January 10- 12, 2014, (With Coordinator: Dr. P.K. Jain).

Coordinator of Three Day Workshop on “Application of MATLAB for Engineering

Computations” as Coordinator, August 30- September 01, 2013, (With Coordinator: Dr.

P.K. Jain).

Co-coordinator of Two Week Training Program on “CNC Programming, Simulation and

Operation” as Co-coordinator, July 01-12, 2013, (With Coordinator: Dr. P.K. Jain).

Coordinator of Two Day Workshop on “Application of MATLAB for Engineering

Computations” as Coordinator, April 20-21, 2013, (With Coordinator: Dr. P.K. Jain).

Co-coordinator of International Conference on “Innovations in Design and

Manufacturing” (InnDeM), December 05-07, 2012, (With Coordinator: Prof. Puneet

Tandon and Co-coordinator: Prof. V.K. Gupta).

Coordinator of Workshop on “Wavelets and Its Applications”, July 13-15, 2012, (With

Coordinator: Dr. Pritee Khanna and Dr. Rajesh Pandey).

Membership of Professional Bodies

American Society of Mechanical Engineers, Annual (Membership No. 000100059202)

Tribology Society of India, Life (Membership No. LM 4104)

Expert Lectures/ Talks

Speaker in A Short Term Course on Condition Monitoring of Rotating Machine Elements

December 21-23, 2015, organized by Indian Institute of Technology, Indore, India.

Delivered an Expert Lecture on “Numerical Methods: Polynomials, Curve Fitting and

Interpolation” in two day’s workshop on “Applications of MATLAB in Electrical

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Engineering” held during October, 14-15, 2015, organized by Madhav Institute of

Technology & Science, Gwalior, India.

Delivered an Expert Lecture on “Mechanical Vibration and Condition Monitoring of

Machines” on October, 01, 2015, organized by Rustamji Institute of Technology,

Tekanpur, India.

Delivered an Invited Talk on “An Introduction to EEG Signal Processing and

Applications” in the National Symposium on Bio Materials and Bio Engineering held

during 11-12 December, 2014, organized by Malviya National Institute of Technology,

Jaipur, India.

Speaker in A Short Term Course on Bearing and Gear Fault Diagnosis held during March

21-23, 2014, organized by Indian Institute of Technology, Indore, India.

Delivered an Invited Talk on “Condition Monitoring of Pumps” in the Brain Storming

Meeting on Health Monitoring of Aircraft General Systems held during January 28, 2014,

organized by Aeronautical Development Agency, Bangalore, India.

Delivered an Expert Lecture on “Polynomials, Curve Fitting and Interpolation” in the

Workshop on “MATLAB for Researchers” held during December 9-11, 2013, organized

by Maulana Azad National Institute of Technology Bhopal, India.

Delivered an Expert Lecture on “Role of Artificial Intelligence Techniques in Research”

in the Short Term Training Program on “Research Methodology” held during November

11-15, 2013, organized by Madhav Institute of Technology & Science, Gwalior, India.

Delivered an Expert Lecture on “Condition Monitoring of Mechanical Components” in

the National Conference on “Engineering and Applied Sciences” held during March 22-

23, 2013, organized by Jabalpur Engineering College, Jabalpur.

Administrative Experience

Convener, UGCS, PDPM Indian Institute of Information Technology Design and

Manufacturing Jabalpur, Jabalpur, April 2014 onwards.

Member, Placement Committee, PDPM Indian Institute of Information Technology

Design and Manufacturing Jabalpur, Jabalpur, August 2014 onwards.

Member, SPACS Committee, PDPM Indian Institute of Information Technology Design

and Manufacturing Jabalpur, Jabalpur, June 2013 onwards.

Member, Senate, PDPM Indian Institute of Information Technology Design and

Manufacturing Jabalpur, Jabalpur, August 2012 – June 2014.Warden, Hall-1, PDPM

Indian Institute of Information Technology Design and Manufacturing Jabalpur, Jabalpur,

June 2012 – June 2014.

Science & Technology Counsellor, Students' Gymkhana, PDPM Indian Institute of

Information Technology Design and Manufacturing Jabalpur, Jabalpur, January 2012 –

February 2014.

Warden, MV Hostel, College of Technology and Engineering, MPUAT, Udaipur,

December 2006 – December 2008.

Assistant Warden, MV Hostel, College of Technology and Engineering, MPUAT,

Udaipur, July 2006 – November 2006.

Nucleus Member, The Computer Assisted Housekeeping Unit (CAHU), Birla Institute of

Technology and Science, Pilani, November 2001 – December 2004.

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Personal Details

Date of Birth: January 18, 1977

Nationality: Indian

Marital Status: Married

Children: Two sons, aged 10 years and 5 years respectively.

Wife: Dr. Sarika Sharma

Father: Mr. H.S. Kankar, Retired Executive Engineer, Irrigation Department, Rajasthan

Present Address: 1863, Silver Oak Compound, Napier Town,

Russel Chowk, Jabalpur-482001

Permanent Address: 4-J-9, Mahaveer Nagar-III,

Kota-324005

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List of Publications

(i) List of Publications in Refereed International Journals:

1. R. Upadhyay, P.K. Padhy, P.K. Kankar, Accepted, Application of S-Transform for

Automated Detection of Vigilance Level using EEG signals, Journal of Biological

Systems, ISSN: 0218-3390 (Impact Factor 0.377), World Scientific Publishing Co Pte

Ltd.

2. Aditya, M. Amarnath and P.K. Kankar, 2016, Feature Extraction and Fault Severity

Classification in Ball Bearings, Journal of Vibration and Control, ISSN: 1077-5463

(Impact Factor 4.355), Vol. 22, No. 1, 176-192, SAGE publications.

3. V. Vakharia, V.K. Gupta and P.K. Kankar, 2015, A Comparison of Feature Ranking

Techniques for Fault Diagnosis of Ball Bearing, Soft Computing, ISSN: 1432-7643

(Impact Factor 1.271), http://dx.doi.org/10.1007/s00500-015-1608-6, Springer.

4. D.K. Parsediya, J. Singh, P.K. Kankar, 2015, Variable Width Based Stepped Mems

Cantilevers for Micro or Pico Level Biosensing and Effective Switching, Journal of

Mechanical Science and Technology, ISSN: 1738-494X (Impact Factor 0.838), Vol. 29,

No. 11, 4823-4832, Springer.

5. R. Upadhyay, S. Jharia, P.K. Padhy, P.K. Kankar, 2015, Application of Wavelet Fractal

Features for the Automated Detection of Epileptic Seizure using Electroencephalogram

Signals, International Journal of Biomedical Engineering and Technology, ISSN: 1746-

6172, Vol. 19, No. 4, 355-372, Inderscience Publishers.

6. V. Vakharia, V.K. Gupta and P.K. Kankar, 2015, Ball Bearing Fault Diagnosis using

Supervised and Unsupervised Machine Learning Methods, International Journal of

Acoustics and Vibration, ISSN: 1027-5851 (Impact Factor 0.389), Vol. 20, No. 4, 244-

250, Publication of the International Institute of Acoustics and Vibration (IIAV), USA.

7. V. Vakharia, V.K. Gupta and P.K. Kankar, 2015, A Multiscale Permutation Entropy

Based Approach to Select Wavelet for Fault Diagnosis of Ball Bearings, Journal of

Vibration and Control, ISSN: 1077-5463 (Impact Factor 4.355), Vol. 21, No. 16, 3123-

3131, SAGE publications.

8. R. Upadhyay, A. Manglick, D.K. Reddy, P.K. Padhy, P.K. Kankar, 2015, Channel

optimization and nonlinear feature extraction for Electroencephalogram signals

classification, Computers and Electrical Engineering (Impact Factor 0.817), Vol. 45, 222-

234, Elsevier Publishers.

9. R. Tiwari, V.K. Gupta and P.K. Kankar, 2015, Bearing Fault Diagnosis Based on Multi-

Scale Permutation Entropy and Adaptive Neuro Fuzzy Classifier Journal of Vibration

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and Control, ISSN: 1077-5463 (Impact Factor 4.355), Vol. 21(3), 461-467, SAGE

publications.

10. D.K. Parsediya, J. Singh, P.K. Kankar, 2014, Simulation and Analysis of Highly

Sensitive MEMS Cantilever Designs for “in vivo Label Free” Biosensing, Procedia

Technology, ISSN: 2212-0173, Vol. 14, 85-92, Elsevier Publishers.

11. Aditya, M. Amarnath and P.K. Kankar, 2014, Failure Analysis of a Grease-Lubricated

Cylindrical Roller Bearing, Procedia Technology, ISSN: 2212-0173, Vol. 14, 59-66,

Elsevier Publishers.

12. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2013, Fault Diagnosis of Rolling Element

Bearing using Cyclic Autocorrelation and Wavelet Transform, Neurocomputing, ISSN:

0925-2312 (Impact Factor 2.005), Vol. 110, 9-17, Elsevier publishers.

13. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2013, Vibration Signature Analysis of a

High Speed Rotor Supported on Ball Bearings Due to Localized Defects, Journal of

Vibration and Control, ISSN: 1077-5463 (Impact Factor 4.355), Vol. 19, No. 12, 1833-

1853, SAGE publications.

14. R. Upadhyay, P.K. Kankar, P.K. Padhy, V.K. Gupta, 2013, Feature extraction and

Classification of Imagined Motor Movement Electroencephalogram Signals, International

Journal of Biomedical Engineering and Technology, ISSN: 1746-6172, Vol. 13, No. 2,

133-146, Inderscience Publishers.

15. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2012, Vibration Based Performance

Prediction of Ball Bearings Caused by Localized Defects, Nonlinear Dynamics, ISSN:

0924-090X (Impact Factor 2.849), Vol. 69, 847-875, Springer.

16. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2012, Nonlinear Vibration Signature

Analysis of a Rotor Bearing System Due to Race Imperfections, ASME Journal of

Computational Nonlinear Dynamics, ISSN: 1555-1423 (Impact Factor 1.111), Vol. 7, No.

1, 011014 (16 pages), ASME Transactions.

17. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2012, Vibration based Fault Diagnosis of a

Rotor Bearing System Using Artificial Neural Network and Support Vector Machine,

International Journal of Modelling, Identification and Control, Vol. 15, No. 3, 185-198,

ISSN: 1746-6172, Inderscience Publishers.

18. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2011, Fault Diagnosis of Ball Bearings

Using Machine Learning Methods, Expert Systems with Applications, ISSN: 0957-4174

(Impact Factor 2.240), Vol. 38, No. 3, 1876-1886, Elsevier publishers.

19. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2011, Rolling Element Bearing Fault

Diagnosis using Autocorrelation and Continuous Wavelet Transform, Journal of

Vibration and Control, ISSN: 1077-5463 (Impact Factor 4.355), Vol. 17, No. 14, 2081-

2094, SAGE publications.

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20. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2011, Fault Diagnosis of Ball Bearings

Using Continuous Wavelet Transform, Applied Soft Computing, ISSN: 1568-4946

(Impact Factor 2.810), Vol. 11, 2300-2312, Elsevier publishers.

21. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2011, Fault Diagnosis of High Speed

Rolling Element Bearings Due to Localized Defects using Response Surface Method,

ASME Journal of Dynamic Systems, Measurement and Control, ISSN: 0022-0434

(Impact Factor 0.978), Vol. 133, No. 3, 031007, ASME Transactions.

22. P.K. Kankar, Satish C. Sharma, S.P. Harsha, 2011, Rolling Element Bearing Fault

Diagnosis Using Wavelet Transform, Neurocomputing, ISSN: 0925-2312 (Impact Factor

2.005), Vol. 74 (10), 1638-1645, Elsevier publishers.

23. Manoj Khandelwal and P.K. Kankar, 2011, Prediction of Blast-Induced Air

Overpressure Using Support Vector Machine, Arab J Geoscience, ISSN: 1866-7511

(Impact Factor 1.224), Vol. 4, 427– 433, Springer Publishers.

24. N.S. Jammu and P.K. Kankar, 2011, A Review on Prognosis of Rolling Element

Bearings, International Journal of Engineering Science and Technology, ISSN: 2278-

9510, Vol. 3(10), 7497-7503, Engg Journals Publications.

25. Manoj Khandelwal, P.K. Kankar and S.P. Harsha, 2010, Evaluation and Prediction Of

Blast Induced Ground Vibration Using Support Vector Machine, Mining Science and

Technology (China), ISSN: 2095-2686, Vol. 20 (1), 64-70, Elsevier Publishers.

26. Kalyan M. Bhavaraju, P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2010, A

comparative study on bearings faults classification by artificial neural networks and self-

organizing maps using wavelets, International Journal of Engineering Science and

Technology, ISSN: 2278-9510, Vol. 2(5), 1001-1008, Engg Journals Publications.

27. P.K. Kankar, S.P. Harsha, Pradeep Kumar and Satish C. Sharma, 2009, Fault Diagnosis

of a Rotor Bearing System using Response Surface Method, European Journal of

Mechanics/A Solids, ISSN: 0997-7538 (Impact Factor 1.678), Vol. 28, 841-857, Elsevier

Publishers.

28. S.P. Harsha, C. Nataraj and P.K. Kankar, 2006, The Effect of Ball Waviness on

Nonlinear Vibration Associated with Rolling Element Bearings, International Journal of

Acoustics and Vibration, ISSN: 1027-5851 (Impact Factor 0.389), Vol. 11, No. 2, 56-66,

Publication of the International Institute of Acoustics and Vibration (IIAV), USA.

29. S.P. Harsha, P.K. Kankar and R.K. Purohit, 2005, Nonlinear Dynamic Analysis of High

Speed Rolling Element Bearings Due to Cage Run-out, Computer Assisted Mechanics

and Engineering Sciences, Vol.12, No.1, 31–48, ISSN: 2299-3649, Published by Institute

of Fundamental Technological Research, Polish Academy of Sciences.

30. S.P. Harsha and P.K. Kankar, 2005, Nonlinear Dynamic Analysis of a Complex Rotor

Bearing System, International Journal of Acoustics and Vibration, ISSN: 1027-5851

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(Impact Factor 0.389), Vol. 10, No. 1, 33-39, Publication of the International Institute of

Acoustics and Vibration (IIAV), USA.

31. S.P. Harsha and P.K. Kankar, 2004, Stability Analysis of A Rotor Bearing System due to

Surface Waviness and Number of Balls, International Journal of Mechanical Sciences,

ISSN: 0020-7403 (Impact Factor 2.034), Vol. 46, No. 7, 1055–1079, Elsevier Publishers.

(ii) List of Papers in International Conferences:

1. R. Upadhyay, P.K. Padhy and P.K. Kankar, “Ocular Artifact Removal from EEG Signals

Using Discrete Orthonormal Stockwell Transform”, Annual IEEE India Conference

(INDICON), December 17-20, 2015.

2. V. Vakharia, V.K. Gupta, P.K. Kankar, 2015, Bearing Fault Diagnosis using Feature

Ranking Method and Fault Identification Algorithm, 12th

International Conference on

Vibration Problems (ICOVP2015), IIT Guwahati, 14-17, December 14-17, 2015.

3. S. Kumari, R. Upadhyay, P.K. Padhy and P.K. Kankar, “Application of Emperical Mode

Decomposition for Feature Extraction from EEG Signals”, IEEE International

Conference on Computer Communication and Control, September 10-12, 2015.

4. V. Vakharia, V.K. Gupta, P.K. Kankar, 2015, Application of Chi Square Feature Ranking

Technique and Random Forest Classifier for Fault Classification of Bearing Faults, 22nd

International Conference on Sound and Vibration Conference (ICSV22), Florence ,Italy,

July 12 -16, 2015, pp. 1-8. Published as invited and refereed paper.

5. V. Vakharia, V.K. Gupta, P.K. Kankar, 2015, Bearing Fault Component Identification

using Information Gain and Machine Learning Algorithms, Proc. SPIE 9437, Structural

Health Monitoring and Inspection of Advanced Materials, Aerospace, and Civil

Infrastructure 2015, 94370Q (April 1, 2015); doi:10.1117/12.2180511, San Diego,

California, March 8-12, 2015.

6. Aditya Sharma, M. Amarnath, P.K. Kankar, 2014, Effect of Unbalanced Rotor on the

Dynamics of Cylindrical Roller Bearings, 9th IFToMM International Conference on

Rotor Dynamics (IFToMM ICORD 2014), September 22-25, 2014, Milan, Italy.

7. V. Vakharia, V.K. Gupta, P.K. Kankar, 2014, Nonlinear Dynamic Analysis of Ball

Bearings Due to Varying Number of Balls and Centrifugal Force, 9th IFToMM

International Conference on Rotor Dynamics (IFToMM ICORD 2014), September 22-25,

2014, Milan, Italy.

8. Aditya Sharma, M. Amarnath, P.K. Kankar, 2014, Effect of varying the number of rollers

on dynamics of a cylindrical roller bearing, ASME 2014 International Design

Engineering Technical Conferences & Computers and Information in Engineering

Conference, August 17-20, 2014, Buffalo, New York, USA.

9. D.K. Parsediya, J. Singh, P.K. Kankar, 2014, Modeling and simulation of variable

thickness based stepped MEMS cantilever designs for biosensing and pull-in voltage

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optimization, 18th International Symposium on VLSI Design and Test, July 16-18, 2014,

PSG College of Technology, Coimbatore, India.

10. V. Vakharia, V.K. Gupta, P.K. Kankar, 2013, Ball Bearing Health Assessment Using

Lifting Wavelet Transform and Learning Vector Quantization, 2nd

International

Conference on Intelligent Robotics, Automation and Manufacturing (IRAM 2013),

December 16-18, 2013, Indian Institute of Technology, Indore, India.

11. Aditya Sharma, M. Amarnath, P.K. Kankar, 2013, Effect of Fault Severity on

Vibrations of Rolling Element Bearings using Response Surface Method, 2nd

International Conference on Intelligent Robotics, Automation and Manufacturing (IRAM

2013), December 16-18, 2013, Indian Institute of Technology, Indore, India.

12. Rohit Tiwari, P.K. Kankar and V.K. Gupta, 2013, Bearing Fault Diagnosis using Radial

Basis Function Network and Adaptive Neuro Fuzzy Classifier, IEEE Sponsored

International Conference on Control, Automation, Robotics and Embedded Systems,

December 16-18, 2013, PDPM IIITDM Jabalpur, India.

13. R. Upadhyay, P.K. Kankar, P.K. Padhy and V.K.Gupta, 2013, Robot motion control

using Brain Computer Interface, IEEE Sponsored International Conference on Control,

Automation, Robotics and Embedded Systems, December 16-18, 2013, PDPM IIITDM

Jabalpur, India.

14. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2013, Dynamic Response of an

Unbalanced Rotor Supported on Bearing with Outer Race Waviness, ASME 2013

International Design Engineering Technical Conferences & Computers and Information

in Engineering Conference, August 4-7, 2013, Portland, Oregon, USA.

15. V. Vakharia, P.K. Kankar and V.K. Gupta, 2012, Nonlinear Dynamic Analysis of

Balanced and Unbalanced Rotor Supported by Ball Bearing, International Conference on

Innovations in Design and Manufacturing, December 05-07, 2012, PDPM IIITDM

Jabalpur, India

16. R. Sharma, P.K. Kankar and A. Kumar, 2012, Fault Diagnosis in Ball Bearing System

Based on Continuous Wavelet Transform with Modern Algebraic Function and Machine

Learning Technique, International Conference on Innovations in Design and

Manufacturing, December 05-07, 2012, PDPM IIITDM Jabalpur, India

17. R. Upadhyay, P.K. Kankar, P.K. Padhy and V.K. Gupta, 2012, Extraction and

Classification of Electroencephalogram Signals IEEE International Conference on

Computational Intelligence and Computing Research (ICCIC 2012), December 18-20,

2012, Tamil Nadu College of Engg., Coimbatore, India.

18. R. Upadhyay, P.K. Kankar, P.K. Padhy and V.K. Gupta, 2012, Classification of Drowsy

and Controlled EEG Signals, IEEE 3rd

Nirma University International Conference on

Engineering (NUiCONE-2012), Dec 6-8 2012, Nirma University, Ahmedabad, India.

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19. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2012, Nonlinear Dynamic Analysis of

Unbalanced Shaft Supported on Ball Bearings, 4th

International Conference on Structural

Stability and Dynamics (ICSSD-12), January 4-6, 2012, Malviya National Institute of

Technology, Jaipur, India.

20. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2010, Fault Diagnosis of Rolling

Element Bearings Using Artificial Neural Networks and Self Organizing Maps Using

Complex Morlet Wavelet, 7th

International Conference on Industrial Tribology,

December 2-4, 2010, Ispat Bhawan, Ranchi, India.

21. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2010, Rolling Element Bearing Fault

Diagnosis Using Complex Gaussian Wavelet, ASME 2010 International Mechanical

Engineering Congress & Exposition, November 12-18, 2010, Vancouver, British

Columbia, Canada.

22. Kalyan M. Bhavaraju, P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2010, Bearing

Faults Classification by SVM and SOM Using Complex Gaussian Wavelet, 4th

International Conference on Computer Applications in Electrical- Recent Advances,

February 19-21, 2010, Indian Institute of Technology Roorkee, Roorkee, India.

23. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2009, Vibration based Fault Diagnosis

of Rolling Element Bearings using Response Surface Method, 54th Congress of ISTAM

(An International Meet), December 18-21, 2009, Netaji Subhas Institute of Technology,

New Delhi, India.

24. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2009, Vibration Signature Analysis of a

Rotor Bearing System using Response Surface Method, ASME 2009 International

Design Engineering Technical Conferences & Computers and Information in Engineering

Conference, August 30-September 2, 2009, San Diego, California, USA.

25. Kalyan M. Bhavaraju, P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2009, Fault

Diagnosis of Ball Bearings using Soft Computing, ASME 2009 International Design

Engineering Technical Conferences & Computers and Information in Engineering

Conference, August 30-September 2, 2009, San Diego, California, USA.

26. Aashish Bhatnagar, P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2009, ANN Based

fault classification of High speed ball bearings, ASME 2009 International Design

Engineering Technical Conferences & Computers and Information in Engineering

Conference, August 30-September 2, 2009, San Diego, California, USA.

(iii) List of Papers in National Conferences:

1. R. Upadhyay, P.K. Padhy and P.K. Kankar, 2014, Alcoholism Diagnosis from EEG

Signals using Continuous Wavelet Transform, The 11th

IEEE India Conference

INDICON 2014, December 11-13, 2014, Yashada, Pune, India.

13

2. V. Vakharia, V.K. Gupta, P.K. Kankar, 2014, An Approach to Classify Bearing Faults

Using Supervised and Unsupervised Learning Methods, National Conference on Recent

Advances in Wireless Communication & Artificial Intelligence (RAWCAI-14), March

14-16, 2014, CTAE Udaipur, India.

3. R. Singh, S. Sharma, V.P. Agrawal, P.K. Kankar, 2011, Vibration Based Analysis of

Defects in Rotating Shafts, National Tribology Conference, December 8-10, 2011, 243-

248, Indian Institute of Technology Roorkee, India.

(iv) Book Chapters:

1. Rohit Tiwari, Pavan Kumar Kankar and Vijay Kumar Gupta, Fault Diagnosis of Ball

Bearings Using Support Vector Machine and Adaptive Neuro Fuzzy Classifier,

Proceedings of the Second International Conference on Soft Computing for Problem

Solving (SocProS 2012), December 28–30, 2012, Advances in Intelligent Systems and

Computing 236, DOI: 10.1007/978-81-322-1602-5_148, 1477-1482, Springer India 2014.

2. R. Sharma, A. Kumar and P. K. Kankar, Ball Bearing Fault Diagnosis Using Continuous

Wavelet Transforms with Modern Algebraic Function, Proceedings of the Second

International Conference on Soft Computing for Problem Solving (SocProS 2012),

December 28–30, 2012, Advances in Intelligent Systems and Computing 236, DOI:

10.1007/978-81-322-1602-5_35, 313-322, Springer India 2014.

3. P.K. Kankar, Satish C. Sharma and S.P. Harsha, 2011, Wavelet Selection Criterion for

Detection of Localized Defects in Bearings, Recent Advancements in Rotor Dynamics,

MACMILLAN PUBLISHERS, ISBN: 978-935-059-056-0, 2011.