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Dr. Praveen Kumar Mishra

Assistant Professor, Department of Electrical and Electronics Engineering, School of Engineering, Bengaluru

Qualification: PhD (Power System), ME (Power System Engineering), BE (EEE).
km_praveen@blr.amrita.edu
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Research Interest: Transmission Line Protection, Smart Grid and Microgrid Protection, Smart Grid, Electric Vehicle, Artificial Intelligence and Machine Learning, Deep Learning

Bio Publications Qualification Experience Membership Research Achievements Courses Taught
Bio

I am currently working as an Assistant Professor at Amrita Vishwa Vidyapeetham, Bengaluru, in the School of Artificial Intelligence since May 2024. Previously, I held positions as an Assistant Professor at Chandigarh University, Government Engineering College Raipur, and OP Jindal University Raigarh.

My research interests include Transmission Line Protection, Microgrid Protection, the impact of electric vehicles on smart and microgrids, and the application of AI-ML in Electrical Engineering. In 2019, I received a collaborative research grant from AICTE-MoE for developing a novel protection scheme for TCSC-compensated transmission lines.
I hold a Ph.D. in Electrical Engineering from the National Institute of Technology, Raipur, an M.Tech in Power System Engineering from the National Institute of Technology, Warangal, and a B.E. in Electrical and Electronics Engineering from the Bhilai Institute of Technology, Durg, Chhattisgarh.

Publications

Journal Article

Year : 2024

Fault classification scheme for TCSC compensated transmission line using MODWPT-BTEC

Cite this Research Publication : Praveen Kumar Mishra and Anamika Yadav, “Fault classification scheme for TCSC compensated transmission line using MODWPT-BTEC,” e-Prime - Advances in Electrical Engineering, Electronics and Energy, vol. 9, p. 100729, 2024.

Publisher : Elsevier

Year : 2022

Empirical Mode Decomposition Based Fault Location For STATCOM Compensated Transmission Lines

Cite this Research Publication : Rubi Patel, Roshni Rahangdale, Praveen Kumar Mishra, “Empirical Mode Decomposition Based Fault Location For STATCOM Compensated Transmission Lines”, Gis science Journal, Volume 9, Issue 6, 2022, 719-729.

Year : 2020

Resilience-oriented protection scheme for TCSC-compensated line

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav, M. Pazoki, “Resilience-Oriented Protection Scheme for TCSC Compensated Line”, International Journal of Electrical Power and Energy Systems, Volume 121, October 2020.

Publisher : Elsevier

Year : 2019

Combined DFT and Fuzzy Based Faulty Phase Selection and Classification in a Series Compensated Transmission Line

Cite this Research Publication : Praveen Kumar Mishra and Anamika Yadav, “Combined DFT and Fuzzy Based Faulty Phase Selection and Classification in a Series Compensated Transmission Line,” Modelling and Simulation in Engineering, vol. 2019.

Year : 2019

FDOST-Based Fault Classification Scheme for Fixed Series Compensated Transmission System

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav, M. Pazoki, FDOST-Based Fault Classification Scheme for Fixed Series Compensated Transmission System, IEEE Systems Journal, 2019.

Publisher : IEEE

Year : 2018

A non-unit protection scheme for double circuit series capacitor compensated transmission lines

Cite this Research Publication : Aleena Swetapadma, Praveen Mishra, Anamika Yadav, Almoataz Y. Abdelaziz, "A Non-Unit Protection Scheme for Double Circuit Series Capacitor Compensated Transmission Lines”, Electric Power Systems Research, Volume 148, Apr 2017.

Publisher : Elsevier

Year : 2018

A Novel Fault Classification Scheme for Series Capacitor Compensated Transmission Line Based on Bagged Tree Ensemble Classifier

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav, M. Pazoki, “A Novel Fault Classification Scheme for Series Capacitor Compensated Transmission Line Based on Bagged Tree Ensemble Classifier”, IEEE Access, Vol. 6, 2018, 27373 - 27382.

Publisher : IEEE

Year : 2014

Design and Modeling of Fuzzy controlled SVC for quality enhancement in transmission line

Cite this Research Publication : P. Gani Raju and Praveen Kumar Mishra, “ Design and Modeling of Fuzzy controlled SVC for quality enhancement in transmission line”, in International Journal of Advanced Technology in Engineering and Science (ISSN 2348-7550) Volume 02, Issue 01, September 2014.

Conference Proceedings

Year : 2023

A Novel FWHT-GPR based Fault Location Scheme for TCSC-compensated Transmission Line

Cite this Research Publication : K. A. Rani and Praveen Kumar Mishra, "A Novel FWHT-GPR based Fault Location Scheme for TCSCcompensated Transmission Line," 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE), Shillong, India, 2023.

Publisher : IEEE

Year : 2023

Machine Learning based SoC Estimation for Li-Ion Battery

Cite this Research Publication : S. Gupta and Praveen Kumar Mishra, "Machine Learning based SoC Estimation for Li-Ion Battery," 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE), Shillong, India, 2023.

Publisher : IEEE

Year : 2023

Estimation of SoC, SoH and RUL of Li-Ion Battery: A Review

Cite this Research Publication : S. Gupta and Praveen Kumar Mishra, "Estimation of SoC, SoH and RUL of Li-Ion Battery: A Review," 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE), Shillong, India, 2023.

Publisher : IEEE

Year : 2023

Genetic Algorithm Based Frequency Regulation in Two-Area Power Systems Considering Load Variation

Cite this Research Publication : A. Masakure, A. Gill and P. K. Mishra, "Genetic Algorithm Based Frequency Regulation in Two-Area Power Systems Considering Load Variation," 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), Ravet IN, India, 2023.

Publisher : IEEE

Year : 2023

Automatic Generation Control of a two-area power system using Supervised Machine Learning

Cite this Research Publication : K. Muchafangeyi, A. Gill and P. K. Mishra, "Automatic Generation Control of a two-area power system using Supervised Machine Learning," 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), Ravet IN, India, 2023.

Publisher : IEEE

Year : 2023

Design of a Lithium-Ion Battery with Optimal Thermal Control

Cite this Research Publication : T. M. Makuvara, A. Gill and P. K. Mishra, "Design of a Lithium-Ion Battery with Optimal Thermal Control," 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), Ravet IN, India, 2023.

Publisher : IEEE

Year : 2023

Battery Pack Modeling for the Analysis of Battery Temperature and Current Control

Cite this Research Publication : T. T. Makuwatsine, A. Gill and P. K. Mishra, "Battery Pack Modeling for the Analysis of Battery Temperature and Current Control," 2023 3rd Asian Conference on Innovation in Technology (ASIANCON), Ravet IN, India, 2023.

Publisher : IEEE

Year : 2020

Classification of faults in a TCSC compensated transmission line using data mining algorithm

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav and D. Pansari, "Classification of faults in a TCSC compensated transmission line using data mining algorithm," IEEE First International Conference on Smart Technologies for Power, Energy and Control (STPEC), 2020.

Publisher : IEEE

Year : 2020

Ensemble Classifier based Fault Classification for a TCSC-compensated Transmission Line

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav and D. Pansari, "Ensemble Classifier based Fault Classification for a TCSC-compensated Transmission Line," IEEE 7th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON), 2020.

Publisher : IEEE

Year : 2020

Combined Fault Classification and Location Scheme for TCSC-compensated Transmission Lines using Machine Leaming Techniques

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav and D. Pansari, "Combined Fault Classification and Location Scheme for TCSC-compensated Transmission Lines using Machine Learning Techniques," 21st National Power Systems Conference (NPSC), 2020.

Publisher : IEEE

Year : 2018

A Single Ended Fuzzy Based Directional Relaying Scheme for Transmission Line Compensated by Fixed Series Capacitor

Cite this Research Publication : Praveen Kumar Mishra and Anamika Yadav, “A Single Ended Fuzzy Based Directional Relaying Scheme For Transmission Line Compensated by Fixed Series Capacitor”, ISDA 2018, VIT Vellore, 6-8 Dec, 2018.

Publisher : Springer

Year : 2017

A Non-unit Protection Scheme for Series-Compensated Transmission System Using Fuzzy Inference System

Cite this Research Publication : Praveen Kumar Mishra and Anamika Yadav, “A Non-Unit Protection Scheme for Series Compensated Transmission System Using Fuzzy Inference System”, Springer SIST Series, 1st International conference on Smart Computing & Informatics (SCI) 3-4 March 2017, Visakhapatnam, India.

Publisher : Springer

Year : 2015

Enhancement of AC system Stability using Artificial Neural Network base HVDC Controls

Cite this Research Publication : Praveen Kumar Mishra, “Enhancement of AC system Stability using Artificial Neural Network base HVDC Controls” in the International Conference on Advances in Steel, Power and Construction Technology, Organized by O.P Jindal Institute of Technology, Raigarh During 14th -16th January 2015.

Year : 2015

Design of Static VAR Compensator for Quality enhancement in Transmission Line

Cite this Research Publication : Praveen Kumar Mishra, “ Design of Static VAR Compensator for Quality enhancement in Transmission Line” in the International Conference on Advances in Steel, Power and Construction Technology, Organized by O.P Jindal Institute of Technology, Raigarh During 14th -16th January 2015.

Book Chapter

Year : 2020

A Single Ended Fuzzy Based Directional Relaying Scheme for Transmission Line Compensated by Fixed Series Capacitor

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav, “A Single Ended Fuzzy Based Directional Relaying Scheme for Transmission Line Compensated by Fixed Series Capacitor”. In: Abraham, A., Cherukuri, A., Melin, P., Gandhi, N. (eds) Intelligent Systems Design and Applications, 2020.

Year : 2018

A Non-unit Protection Scheme for Series-Compensated Transmission System Using Fuzzy Inference System

Cite this Research Publication : Praveen Kumar Mishra, Anamika Yadav, “A Non-unit Protection Scheme for Series-Compensated Transmission System Using Fuzzy Inference System”. In: Satapathy, S., Bhateja, V., Das, S. (eds) Smart Computing and Informatics . Smart Innovation, Systems and Technologies, vol 77. (2018).

Qualification
  • Doctor of Philosophy (Ph.D.): August2015 – January

Thesis Title:Protection of Series Compensated Transmission Line using Computational Intelligence Techniques

Supervisor:Prof. Anamika Yadav

Specialization: Power System

Department:Electrical Engineering

Institute: National Institute of Technology (NIT) Raipur, Chhattisgarh, India.

  • Master of Engineering (M.E.): July2011 – June2013

Thesis Title: Design and Simulation of UPFC Controllers for SMIB and MMPS

Supervisor:Prof. N.V Srikanth

Specialization: Power System

Department:Electrical Engineering

Institute: National Institute of Technology (NIT) Warangal, Telangana, India.

  • Bachelor of Engineering (B.E.): July2007 – June2011

Thesis Title: Design, analysis and control of power flow, stability enhancement of HVDC System

Supervisor:Dr. T.V. Dixit.

Department:Electrical and Electronics Engineering (EEE)

Institute:Bhilai Institute of Technology Durg, Chhattisgarh, India

Experience
Year Duration Position Department/Organization/Institute
May. 2024 to present 06+ months Assistant Professor (Level 11)(full-time) Amrita School of Artificial Intelligence, Amrita Vishwa Vidyapeetham, Bengaluru, Karnataka, India
Sep 2021 to May. 2024 2 Years 08 months Assistant Professor Department of Electrical Engineering, Chandigarh University SAS Nagar Mohali, Punjab, India
Sep 2018 to Sep 2021 3 Years Assistant Professor Department of Electrical Engineering, Government Engineering College Raipur, Chhattisgarh, India
Sep 2013 to Aug 2015 2 Years Assistant Professor Department of Electrical and Electronics Engineering, OP Jindal University (Formerly known as OPJIT) Raigarh, Chhattisgarh, India
Membership

Membership

  • Life time member, Indian Society for Technical Education (ISTE).
  • Life time member, International Association of Engineers (IAENG)

Committee/Board Member:

  • Technical Reviewer: IEEE Transaction of Power Delivery, IEEE Transactions on Neural Networks and Learning Systems, Electric Power Systems Research (Elsvier) Journal, IEEE Systems Journal, IEEE Access Journal, ITEES Journal.
Research

Research Activity Organized

  • Co-ordinated a TEQIP III sponsored 5-Days e-Faculty Development Program (e-FDP) on “Renewable Energy for Sustainable Development: Opportunities and Challenges” organized at Government Engineering College, Raipur (C.G) during 08th -12th September 2020.
  • Co-ordinated a TEQIP III sponsored 1-Day Webinar on “An Intelligent Protection Schemes for Micro-Grid with DGs” organized at Government Engineering College, Raipur (C.G) on 31st August 2020.
  • Co-ordinated a TEQIP III sponsored 1-Day Webinar on “Microgrid Stability, Definitions, Analysis and Examples” organized at Government Engineering College, Raipur (C.G) on 26th August 2020.
  • Co-ordinated a TEQIP III sponsored 3-Days Workshop on “Programming and Simulation using MATLAB/Simulink” organized at GEC, Raipur (C.G) during 13th -15th March 2019. • Co-ordinated a TEQIP III sponsored 2-Days Workshop on “Software Simulation of Artificial Intelligence and Writing Skill Development for Research Paper” at GEC, Raipur (C.G) during 24th -25th January 2019.

Funded Research Project:

Praveen Kumar Mishra (PI), Ms. Dewashri Pansari (Co-PI) and Dr. Anamika Yadav (Co-PI)

Project Title: “Design & Development of Computational Intelligence based Fault Classification and Location Scheme”, Sponsored by NPIU MoE under Collaborative Research Scheme (CRS).

Start Date: June 18, 2019, End Date: February 18, 2021

Total Sanctioned Budget: Rs. 14.2 Lacs (Rs. 1.42 M).

Achievements

Achievements / Awards / Training

  • Received MHRD fellowship during Ph.D. at NIT Raipur from August 2015 to Sep 2018.
  • Received MHRD fellowship during M.E. at NIT Warangal from August 2011 to July 2013.
  • Qualified GATE 2011 in Electrical Engineering (EE) paper.
Courses Taught

At Postgraduate level

• Advanced Power System Analysis

• Electric Vehicle in Smart Grid

• Research Methodology

• Electric Motor and Control

At Undergraduate level

• Smart & Micro Grid

• Application of Machine Learning in Electrical Engineering

• Application of Artificial Intelligence in Electrical Engineering

• Generation and Economics of Electric Power

• Power System Reliability and Security

• Digital Electronics

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