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Dr. Rashmi M. R.

Professor, Department of Electrical & Electronics, Amrita School of Engineering, Bengaluru

Qualification: BE, M.E, Ph.D
mr_rashmi@blr.amrita.edu
Research Interest: AI & ML based Solution for Power Systems, Wireless Chargers for Electric Vehicles, Control of Robots, Electric Drives, FACTS & Power Quality, Short Term Power Trading, Power Flow Studies in Microgrid

Bio

Dr. Rashmi is working as Professor at Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bangalore. She has 22 years of teaching and 19 years of research experience. Her areas of interest include Electric Drives, Power Quality, AI for Energy Systems, Wireless Chargers, and Control of Multiple Robots.

Publications

Conference Paper

Year : 2026

Stock Trend Prediction Using Explainable AI

Cite this Research Publication : Siona Raj, Sanitha Michail C., Rashmi M. R., Hoong Pin Lee, Stock Trend Prediction Using Explainable AI, 2026 Fourth International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), IEEE, 2026, https://doi.org/10.1109/icaiss68683.2026.11526191

Publisher : IEEE

Year : 2026

Optimal Islanding of Power Distribution Systems using Prim’s Algorithm

Cite this Research Publication : Neehar Yadav, Rashmi M.R., Hoong Pin Lee, Sanitha Michail C., Optimal Islanding of Power Distribution Systems using Prim's Algorithm, 2026 Fourth International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), IEEE, 2026, https://doi.org/10.1109/icaiss68683.2026.11526167

Publisher : IEEE

Year : 2026

Best First Search based Control of Residential Appliance Load Demand

Cite this Research Publication : Anoohya Runkana, Kandala Prapthi, Nagaraja Chitimi M., Rashmi M. R., Hoong Pin Lee, Rachana M. Hullamani, Best First Search based Control of Residential Appliance Load Demand, 2026 Fourth International Conference on Augmented Intelligence and Sustainable Systems (ICAISS), IEEE, 2026, https://doi.org/10.1109/icaiss68683.2026.11526044

Publisher : IEEE

Year : 2026

Detecting Fraudulent Transactions: Leveraging Graph Neural Networks for Enhanced Probability Analysis

Cite this Research Publication : Y. Sahith, K. Sri Sai Tejaa Reddy, V. Jaya Ganesh, B. Venkatesh, K. N. Meera, Rashmi M. R, Detecting Fraudulent Transactions: Leveraging Graph Neural Networks for Enhanced Probability Analysis, 2026 International Conference on Smart Futuristic Technology, IEEE, 2026, https://doi.org/10.1109/icsft66733.2026.11507561

Publisher : IEEE

Year : 2026

AI-Enabled Cleaning Robot with Adaptive Water Control

Cite this Research Publication : B. Yashaswini, Rashmi M.R., Hoong Pin Lee, AI-Enabled Cleaning Robot with Adaptive Water Control, 2026 6th International Conference on Trends in Material Science and Inventive Materials (ICTMIM), IEEE, 2026, https://doi.org/10.1109/ictmim68190.2026.11507435

Publisher : IEEE

Year : 2026

Congestion-Aware Bi-Level Optimization of Electric Vehicle Charging Infrastructure Using Real Urban Road Networks

Cite this Research Publication : Riwaj Adhikari, Jagarlapudi Narasimha Karthikeya, Guduru Ritesh, M.R. Rashmi, Hoong Pin Lee, Congestion-Aware Bi-Level Optimization of Electric Vehicle Charging Infrastructure Using Real Urban Road Networks, 2026 International Conference on Electronic Systems and Intelligent Computing (ICESIC), IEEE, 2026, https://doi.org/10.1109/icesic67389.2026.11496366

Publisher : IEEE

Year : 2026

Crypto Trading Platform Using Probability for Scalping and Compounding

Cite this Research Publication : Valluri Keerthi Ram, Kamma Ajay Nageswara Rao, Gokavarapu Abhay, B. Venkatesh, Rashmi M. R, K. N. Meera, Crypto Trading Platform Using Probability for Scalping and Compounding, 2026 International Conference on Computing Theory and Wireless Communications (ICCTWC), IEEE, 2026, https://doi.org/10.1109/icctwc68241.2026.11583560

Publisher : IEEE

Year : 2026

Handwriting Recognition Using Breadth First Search Algorithm

Cite this Research Publication : Vadla Gnana Prasad, Venneti Sri Satya Vasanth, Bulusu Lakshmi Saranya, Rashmi M. R., Hoong Pin Lee, Handwriting Recognition Using Breadth First Search Algorithm, 2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA), IEEE, 2026, https://doi.org/10.1109/icdca69396.2026.11620186

Publisher : IEEE

Year : 2026

Analysis and simulation of tie-line bias control in multi area power systems

Cite this Research Publication : C. Sanitha Michail, M. R. Rashmi, Lee Hoong Pin, Analysis and simulation of tie-line bias control in multi area power systems, AIP Conference Proceedings, AIP Publishing, 2026, https://doi.org/10.1063/5.0328704

Publisher : AIP Publishing

Journal Article

Year : 2026

The evolution of power market structures: Strategic approaches for the Indian electricity market

Cite this Research Publication : Anusree Thattiyot, Rashmi Mogenahalli Ranganath, Ila Rai, Hoong Pin Lee, The evolution of power market structures: Strategic approaches for the Indian electricity market, Clean Energy Science and Technology, Universe Scientific Publishing Pte. Ltd., 2026, https://doi.org/10.18686/cest474

Publisher : Universe Scientific Publishing Pte. Ltd.

Year : 2026

Analysis of power flow in an islanded microgrid with various types of loads

Cite this Research Publication : Sanitha Michail C․, Rashmi M․ R․, Hoong Pin Lee, Vigna K. Ramachandaramurthy, Analysis of power flow in an islanded microgrid with various types of loads, Electric Power Systems Research, Elsevier BV, 2026, https://doi.org/10.1016/j.epsr.2026.112970

Publisher : Elsevier BV

Year : 2026

Residual Neural Network–Based Smart Accident Management System; Running head: ResNet-Based Accident Management

Cite this Research Publication : Deepika Ch, Jithendra K, Poojitha B, Rashmi MR, Hoong Pin Lee, Gowrishankar Kasilingam, Residual Neural Network–Based Smart Accident Management System; Running head: ResNet-Based Accident Management, ELECTRICA, AVES YAYINCILIK A.Ş., 2026, https://doi.org/10.5152/electrica.2026.25132

Publisher : AVES YAYINCILIK A.Ş.

Year : 2026

Hybrid Monte Carlo and Linear Programming Framework for Robust Supply Chain Network Design

Cite this Research Publication : B. Venkatesh, M. R. Rashmi, K. N. Meera, Lee Hoong Pin, P. Sai Sankeerthan Reddy, G. Lohith Venkat Reddy, M. Vivek Charan, Hybrid Monte Carlo and Linear Programming Framework for Robust Supply Chain Network Design, Engineered Science, Engineered Science Publisher, 2026, https://doi.org/10.30919/es2258

Publisher : Engineered Science Publisher

Year : 2026

Intelligent Islanded Microgrid Compensation using Unified Power Quality Conditioner

Cite this Research Publication : M. R. Rashmi, Lee Hoong Pin, A. Suresh, Intelligent Islanded Microgrid Compensation using Unified Power Quality Conditioner, Engineered Science, Engineered Science Publisher, 2026, https://doi.org/10.30919/es2274

Publisher : Engineered Science Publisher

Year : 2026

Improved BBO Algorithm for Power System Optimization and Stability Enhancement

Cite this Research Publication : Kasilingam Gowrishankar, Jagadeesh Pasupuletti, R. Gopi Krishna, S. Deivasigamani, M. R. Rashmi, Improved BBO Algorithm for Power System Optimization and Stability Enhancement, International Review on Modelling and Simulations (IREMOS), Praise Worthy Prize, 2026, https://doi.org/10.15866/iremos.v19i2.25714

Publisher : Praise Worthy Prize

Year : 2026

Modeling and Control of a Crazyflie Nano Quadcopter: A Comparative Study with a Physics-Based Gazebo Model

Cite this Research Publication : M. Nithya, M. R. Rashmi, Lee Hoong Pin, Modeling and Control of a Crazyflie Nano Quadcopter: A Comparative Study with a Physics-Based Gazebo Model, Engineered Science, Engineered Science Publisher, 2026, https://doi.org/10.30919/es2224

Publisher : Engineered Science Publisher

Year : 2025

Interturn Short Circuit Fault Estimation in Permanent Magnet Synchronous Motors Using Extended Kalman Filter for Electric Vehicle Application

Cite this Research Publication : M. R. Rashmi, Vigna K. Ramachandaramurthy, Lee Hoong Pin, Umashankar Subramaniam, Kota Manoj Kumar, A. Suresh, Interturn Short Circuit Fault Estimation in Permanent Magnet Synchronous Motors Using Extended Kalman Filter for Electric Vehicle Application, International Review of Automatic Control (IREACO), Praise Worthy Prize, 2025, https://doi.org/10.15866/ireaco.v18i1.25286

Publisher : Praise Worthy Prize

Year : 2024

Voltage Sag Mitigation Using Multilevel Inverter As A Dynamic Voltage Restorer

Cite this Research Publication : Rashmi, M. R., Gowrishankar K., Deivasigamani S. & Suresh A., “Voltage Sag Mitigation Using Multilevel Inverter As A Dynamic Voltage Restorer”, UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, Vol. 86, Iss. 4, 2024.

Year : 2024

Fuzzy Logic-Based Control of Sepic Converter for Vehicle-To-Grid Application

Cite this Research Publication : Rajavel R., Rashmi M.R., Sasilatha T., Suresh A., Priya S., Kumar S.S., Low W.P., “Fuzzy Logic-Based Control of Sepic Converter for Vehicle-To-Grid Application”, Journal of Engineering Science and Technology, 19 (2), pp. 78 – 88, 2024

Publisher : Journal of Engineering Science and Technology

Year : 2024

Power flow analysis in an Islanded microgrid without slack bus

Cite this Research Publication : C. Sanitha Michail., M. R. Rashmi & Vigna K. Ramachandaramurthy, “Power flow analysis in an Islanded microgrid without slack bus,” Electrical Engineering, 2024. https://doi.org/10.1007/s00202-024-02550-1

Publisher : Electrical Engineering

Year : 2023

Energy harvesting through piezoelectric technology

Cite this Research Publication : M.R. Rashmi, K. Trilok Sairam, A. Suresh, "Energy harvesting through piezoelectric technology," Materials Today: Proceedings, August 2023

Publisher : Materials Today: Proceedings

Year : 2023

Cascaded H-Bridge Multilevel Inverter Based D-STATCOM Using Goertzel Algorithm

Cite this Research Publication : A. Suresh, M. R. Rashmi, T. Sasilatha, R. Rajavel, S. Priya, S. Satish Kumar, Hoong-Pin Lee, “Cascaded H-Bridge Multilevel Inverter Based D-STATCOM Using Goertzel Algorithm”, Journal of Engineering Science and Technology, Special Issue on ICIT2022 Vol. 18, No. 6 (2023) 48 - 57

Publisher : Journal of Engineering Science and Technology

Year : 2022

Lookup Table based Switching selection for Direct Torque Controlled Multi-phase Asynchronous Machine Drive

Cite this Research Publication : Ajit Nandawadekar., Rashmi, M. R. & K. K. Nipin., “Lookup Table based Switching selection for Direct Torque Controlled Multi-phase Asynchronous Machine Drive”, Journal of The Institution of Engineers (India): Series B, May 2022.

Year : 2022

Gazebo – Simulink Framework for Trajectory Tracking in a Multi-Quadcopter Environment

Cite this Research Publication : Nithya, M., Rashmi, M., Gazebo – Simulink Framework for Trajectory Tracking in a Multi-Quadcopter Environment, (2022) International Review of Automatic Control (IREACO), 15 (4), pp. 164-175

Year : 2021

Closed loop control of voltage source converters during faults in high voltage DC transmission system

Cite this Research Publication : P. Ramesh, Kirubakaran, D., Suresh, A., and Dr. Rashmi M. R., “Closed loop control of voltage source converters during faults in high voltage DC transmission system”, International Journal of Electrical Engineering and Education, Volume 58, Issue 2, April 2021, Pages 447-464

Publisher : International Journal of Electrical Engineering Education

Year : 2019

Optimal sizing and distribution system reconfiguration of hybrid FC/WT/PV system using cluster computing based on harmony search algorithm

Cite this Research Publication : D. M. Brinda, Suresh, A., and Dr. Rashmi M. R., “Optimal sizing and distribution system reconfiguration of hybrid FC/WT/PV system using cluster computing based on harmony search algorithm”, Cluster Computing volume , vol. 22, no. 3, pp. 6849 - 6854, 2019.

Publisher : Cluster Computing volume ,

Year : 2019

Classification of malignant melanoma and benign skin lesion by using back propagation neural network and ABCD rule

Cite this Research Publication : M. Monisha, Suresh, A., Bapu, B. R. T., and Dr. Rashmi M. R., “Classification of malignant melanoma and benign skin lesion by using back propagation neural network and ABCD rule”, Cluster Computing, pp. 12897–12907, 2019.

Publisher : Cluster Computing

Year : 2018

A literature survey on LFC in a deregulated electricity environment

Cite this Research Publication : D. Brinda Me Phd, A, S., and Dr. Rashmi M. R., “A literature survey on LFC in a deregulated electricity environment”, World Review of Science, Technology and Sustainable Development, vol. 14, pp. 1-10, 2018.

Publisher : World Review of Science, Technology and Sustainable Development

Year : 2018

Implementation of Web Context to Monitoring Load Frequency Control in a Deregulated Environment with Consideration of the Governor and Boiler Dynamics

Cite this Research Publication : D. M. Brinda, Suresh, A., and Dr. Rashmi M. R., “Implementation of Web Context to Monitoring Load Frequency Control in a Deregulated Environment with Consideration of the Governor and Boiler Dynamics”, Wireless Personal Communications, pp. 1-17, 2018.

Publisher : Wireless Personal Communications

Year : 2018

Artificial Intelligence Based Skin Classification Using GMM

Cite this Research Publication : M. Monisha, Suresh, A., and Dr. Rashmi M. R., “Artificial Intelligence Based Skin Classification Using GMM.”, Journal of Medical Systems, vol. 43, no. 1, p. 3, 2018.

Publisher : Journal of Medical Systems

Year : 2016

Investigation and Performance Analysis of Direct Torque Control of 3φ Induction Motor using 7 Level Neutral Point Clamped Multilevel Inverter

Cite this Research Publication : S. Priya, Suresh, A., and Dr. Rashmi M. R., “Investigation and Performance Analysis of Direct Torque Control of 3φ Induction Motor using 7 Level Neutral Point Clamped Multilevel Inverter”, Indian Journal of Science and Technology, vol. 9, no. 24, pp. 1-7, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Enhanced Step-Up Converters for Half Bridge Inverter PV System

Cite this Research Publication : V. P. Kumar, A, S., and Dr. Rashmi M. R., “Enhanced Step-Up Converters for Half Bridge Inverter PV System”, Middle East Journal of Scientific Research, vol. 24, pp. 1847-1853, 2016.

Publisher : Middle East Journal of Scientific Research

Year : 2016

Investigation of enhanced DC-DC converter for renewable energy applications

Cite this Research Publication : V. P. Kumar, A, S., and Dr. Rashmi M. R., “Investigation of enhanced DC-DC converter for renewable energy applications”, International Journal of Control Theory and Applications, vol. 9, pp. 129-138, 2016.

Publisher : International Journal of Control Theory and Applications

Year : 2016

Soft switched transformer-less single phase inverter for photovoltaic systems

Cite this Research Publication : T. Premkumar, Dr. Rashmi M. R., and A, S., “Soft switched transformer-less single phase inverter for photovoltaic systems”, International Journal of Control Theory and Applications, vol. 9, pp. 261-268, 2016.

Publisher : International Journal of Control Theory and Applications

Year : 2016

Design and analysis of multi input multi output converter for hybrid energy systems

Cite this Research Publication : T. Immanue, A, S., Dr. Rashmi M. R., and Nivitha, D., “Design and analysis of multi input multi output converter for hybrid energy systems”, International Journal of Control Theory and Applications, vol. 9, pp. 269-280, 2016.

Publisher : International Journal of Control Theory and Applications

Year : 2016

Interleaved Boost Converters with Active Clamping as Power Supply for Artificial Ozonator

Cite this Research Publication : U. G. kumar, Dr. Rashmi M. R., and A, S., “Interleaved Boost Converters with Active Clamping as Power Supply for Artificial Ozonator”, International journal of control theory and Applications, vol. 9, no. 36, pp. 601-617, 2016.

Publisher : International journal of control theory and Applications

Year : 2016

Investigation and performance analysis of multi input converter for three phase non conventional energy sources for a three phase induction motor

Cite this Research Publication : B. Immanuel T, A, S., Dr. Rashmi M. R., R, D., and R, P., “Investigation and performance analysis of multi input converter for three phase non conventional energy sources for a three phase induction motor”, Man in India, vol. 96, no. 12, pp. 5421-5430, 2016.

Publisher : Man in India

Year : 2016

Optimal design of fused chopper based standalone hybrid wind solar system

Cite this Research Publication : V. P. Kumar, Suresh, A., and Dr. Rashmi M. R., “Optimal design of fused chopper based standalone hybrid wind solar system”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Bi-directional soft switched quasi z-source DC-DC converter with buck and boost capabilities

Cite this Research Publication : V. Madusuthanan and Dr. Rashmi M. R., “Bi-directional soft switched quasi z-source DC-DC converter with buck and boost capabilities”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 471-475, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2015

Space Vector Based Variable Switching Frequency PWM Algorithms for Induction Motor Drives With Reduced Complexity

Cite this Research Publication : Kurukunda Ishwarya, Rashmi M R and Manjunath H V, (2015) “Space Vector Based Variable Switching Frequency PWM Algorithms for Induction Motor Drives With Reduced Complexity”, Journal of Electrical Engineering, Volume 15, Edition: 1 March pp. 245-254, 2015

Year : 2015

Supply power factor improvement in ozone generator system using active power factor correction converter

Cite this Research Publication : G. Udhayakumar, Dr. Rashmi M. R., Patel, K., Ramesh, G. P., and Suresh, A., “Supply power factor improvement in ozone generator system using active power factor correction converter”, International Journal of Power Electronics and Drive Systems, vol. 6, pp. 326-336, 2015.

Publisher : International Journal of Power Electronics and Drive Systems

Year : 2014

Cascaded H Bridge Multilevel Inverter Booster as a Dynamic Voltage Restorer

Cite this Research Publication : N. P. K and Dr. Rashmi M. R., “Cascaded H Bridge Multilevel Inverter Booster as a Dynamic Voltage Restorer”, Advanced Research in Electrical and Electronics Engineering-Online , vol. 1, no. 2, p. 93 to 100, 2014.

Publisher : Advanced Research in Electrical and Electronics Engineering-Online

Year : 2014

High-Frequency High-Voltage Power Supply for Ozone Generator System

Cite this Research Publication : G. .Udhayakumar, Dr. Rashmi M. R., Patel, K., Ramesh, G. P., and A, S., “High-Frequency High-Voltage Power Supply for Ozone Generator System”, International Journal of Applied Engineering Research, vol. 9, no. 2,3, p. 18913 to 18930, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Sliding Mode Observer Based Sensorless Speed Control of Induction Motor

Cite this Research Publication : S. Priya, Dr. Rashmi M. R., Suresh, A., and Sathiyasekar, K., “Sliding Mode Observer Based Sensorless Speed Control of Induction Motor”, International Journal of Applied Engineering Research, vol. 9, pp. 27957-27974, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

A Control Strategy for Harmonic Reduction in a Single Phase High Step up AC–DC Converter Based on Matrix Converter and Cockcroft-Walton Voltage Multiplier with PFC for Low Power Applications

Cite this Research Publication : Anuraj S, Rashmi M R and Suresh Alex, (2014) “A Control Strategy for Harmonic Reduction in a Single Phase High Step Up AC – DC Converter Based on Matrix Converter and Cockcroft-Walton Voltage Multiplier with PFC for Low Power Application”, Springer series Lecture notes in Electrical Engineering, Vol.326, pp.1519-1530

Publisher : Lecture Notes in Electrical Engineering,

Year : 2013

Power Factor Correction Circuit Using Digital PI Controller

Cite this Research Publication : T. Premkoumar, Dr. Rashmi M. R., and Suresh, A., “Power Factor Correction Circuit Using Digital PI Controller”, International Journal of Technology and Engineering Science, vol. 1, pp. 1049-1053, 2013.

Publisher : International Journal of Technology and Engineering Science

Year : 2013

A novel scheme for reduction of torque ripple in direct torque control of three phase squirrel cage induction motor using seven level neutral point clamped inverter

Cite this Research Publication : S. Priya, Dr. Rashmi M. R., and Suresh, A., “A novel scheme for reduction of torque ripple in direct torque control of three phase squirrel cage induction motor using seven level neutral point clamped inverter”, Research Journal of Applied Sciences, Engineering and Technology, vol. 5, pp. 1769-1773, 2013.

Publisher : Research Journal of Applied Sciences, Engineering and Technology

Year : 2012

Shunt active filter with reduced harmonics for power quality improvement in distributed systems

Cite this Research Publication : Dr. Rashmi M. R., .Suresh, A., and Rao, T. N., “Shunt active filter with reduced harmonics for power quality improvement in distributed systems”, Wulfenia Journal, vol. 19, no. 10, pp. 164-176, 2012.

Publisher : Wulfenia Journal

Year : 2012

A Four Port DC-DC Converter for Renewable Energy Systems

Cite this Research Publication : Rashmi.M.R, Suresh A. and Kamalakkannan S., “A Four Port DC-DC Converter for Renewable Energy Systems” International Journal of Electrical Engineering, Volume12/2012-Edition:4, pp.62-66, 2012

Publisher : International Journal of Electrical Engineering

Year : 2012

Design and Analysis of a Novel DC-DC Converter Fed from Multiple Voltage Sources

Cite this Research Publication : Dr. Rashmi M. R., Suresh, A., and NageswaraRao, T., “Design and Analysis of a Novel DC-DC Converter Fed from Multiple Voltage Sources”, International Journal of Electronics and Computer Science Engineering, vol. 1, no. 3, pp. 1397-1403, 2012.


Publisher : Citeseer

Year : 2010

Regenerative Braking Of Sensorless Vector Controlled Three Phase Induction Motor Drive Fed From Multilevel Inverter For Electric Vehicle Applications

Cite this Research Publication : Dr. Rashmi M. R., S., R., and S, D. Gowda, “Regenerative Braking Of Sensorless Vector Controlled Three Phase Induction Motor Drive Fed From Multilevel Inverter For Electric Vehicle Applications”, National Journal on Intelligent Electronic Systems, vol. 1, 1 vol., pp. 65-69, 2010.

Publisher : National Journal on Intelligent Electronic Systems,

Year : 2009

Parameter Tuning For Improved Dynamic Response of Indirect Stator Flux Oriented Induction Motor Drives

Cite this Research Publication : Dr. Rashmi M. R., S., R., and S., D. Gowda, “Parameter Tuning For Improved Dynamic Response of Indirect Stator Flux Oriented Induction Motor Drives”, International Journal of Electrical and Power Engineering, vol. 3, pp. 169-174, 2009.

Publisher : International Journal of Electrical and Power Engineering,

Conference Proceedings

Year : 2025

Driver drowsiness detection using machine learning algorithms

Cite this Research Publication : Chenagana Naga Jyothi Deepika, Kaveripakam Jithendra, Badina Poojitha, Rashmi Mogenahalli Ranganath, Chockalingam Aravind Vaithilingam, Kamalakkannan Sivaraman, Driver drowsiness detection using machine learning algorithms, AIP Conference Proceedings, AIP Publishing, 2025, https://doi.org/10.1063/5.0252639

Publisher : AIP Publishing

Year : 2024

Power Factor Correction Using SEPIC Converter

Cite this Research Publication : Kenny Gee Oberoi J.M, Myreddy Kumar Durga Trinadh, Tangudu Ram Chaitanya, Lekshmi S., Rashmi M.R., Lee Hoong Pin, Power Factor Correction Using SEPIC Converter, 2024 10th International Conference on Electrical Energy Systems (ICEES), IEEE, 2024, https://doi.org/10.1109/icees61253.2024.10776844

Publisher : IEEE

Year : 2024

A Comparative Study of Gauss-Seidel, Fast Decoupled, and Newton-Raphson Methods for Power Flow Analysis in Microgrids

Cite this Research Publication : V. Thanuush, M. R. Rashmi, Hoong Pin Lee, A Comparative Study of Gauss-Seidel, Fast Decoupled, and Newton-Raphson Methods for Power Flow Analysis in Microgrids, 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC), IEEE, 2024, https://doi.org/10.1109/icicec62498.2024.10808719

Publisher : IEEE

Year : 2024

Power Flow Analysis in Microgrid Using Gauss-Seidel Method

Cite this Research Publication : C. Sanitha Michail, M. R. Rashmi, Vigna K. Ramachandaramurthy, Power Flow Analysis in Microgrid Using Gauss-Seidel Method, 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC), IEEE, 2024, https://doi.org/10.1109/icicec62498.2024.10808319

Publisher : IEEE

Year : 2024

Comparison of Performance of MPPT Algorithms for Solar Powered Battery Charging Applications

Cite this Research Publication : K. H. Akhil, T. H. Hrithik, Nisha Mishra, Lekshmi S, M. R. Rashmi, Hoong Pin Lee, Comparison of Performance of MPPT Algorithms for Solar Powered Battery Charging Applications, 2024 3rd International Conference for Advancement in Technology (ICONAT), IEEE, 2024, https://doi.org/10.1109/iconat61936.2024.10775288

Publisher : IEEE

Year : 2024

SONAR Based Under Water Mine Detection Using Machine Learning Algorithms

Cite this Research Publication : B. Nikhil Krishna Reddy, Rashmi M. R, Chockalingam Aravind Vaithilingam and S. Kamalakkannan, “SONAR Based Under Water Mine Detection Using Machine Learning Algorithms,” 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), Noida, India, 2024, pp. 1-4, doi: 10.1109/ICIPTM59628.2024.10563616.

Publisher : IEEE

Year : 2024

Road Accident Prediction in Highways using Machine Learning Algorithms

Cite this Research Publication : Jambula Snehith Reddy; M. R. Rashmi; Lee Hoong Pin, "Road Accident Prediction in Highways using Machine Learning Algorithms," 2024 5th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India, 2024, pp. 1-6, doi: 10.1109/ICOSEC61587.2024.10722164.

Publisher : IEEE

Year : 2024

Brain Tumor Identification using Convolutional Neural Network

Cite this Research Publication : Swapna Sanapala; M. R. Rashmi; Tolga özer, "Brain Tumor Identification using Convolutional Neural Network," 2024 5th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India, 2024, pp. 1210-1216, doi: 10.1109/ICOSEC61587.2024.10722290. (28.10.2024-xplore)

Publisher : IEEE

Year : 2024

Efficient AQI Prediction: A Comparative Study of Artificial Neural Networks, LSTM, Random Forest, and Gradient Boosting Techniques

Cite this Research Publication : Swara Sameer Pawaneka, Jagadish S. Kallimani, Geetanjali Udgirkar, M. R. Rashmi, Sanitha Michail C., and Hoong Pin Lee, "Efficient AQI Prediction: A Comparative Study of Artificial Neural Networks, LSTM, Random Forest, and Gradient Boosting Techniques," 2024 8th International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), Kirtipur, Nepal, 2024, pp. 1597-1603, doi: 10.1109/I-SMAC61858.2024.10714872. (28.10.2024-xplore)

Publisher : IEEE

Year : 2023

Development of a Wearable Diagnostic and Therapeutic Device for Hypo and Hyperthermic Patients

Cite this Research Publication : K. Gowri Shankar, Rashmi M. R. & S. Deivasigamani, “Development of a Wearable Diagnostic and Therapeutic Device for Hypo and Hyperthermic Patients”, 3rd International Conference on Technological Advancements in Computational Sciences (ICTACS - 2023), Amity University, Tashkent City, Uzbekistan , November 2023.

Publisher : IEEE

Year : 2023

IoT for Agriculture System-Weather Prediction & Smart Irrigation System for Single Plot, Multiple Crops

Cite this Research Publication : M. R. Rashmi, C. A. Vaithilingam, S. Kamalakkannan and B. Narayanavaram, "IoT for Agriculture System-Weather Prediction & Smart Irrigation System for Single Plot, Multiple Crops," 2023, 9th International Conference on Electrical Energy Systems (ICEES), Chennai, India, 2023, pp. 536-541, doi: 10.1109/ICEES57979.2023.10110045.

Year : 2022

The Short-Term Power Market: The Need of the hour

Cite this Research Publication : Anusree T., and M. R. Rashmi, “The Short-Term Power Market: The Need of the hour,” International Mobile and Embedded Technology Conference (MECON), pp. 136-139, 2022.

Year : 2022

Analysis of Inverter Side Voltage Issues in HVDC Transmission Systems

Cite this Research Publication : A. Suresh and M. R. Rashmi, “Analysis of Inverter Side Voltage Issues in HVDC Transmission Systems,” International Mobile and Embedded Technology Conference (MECON), pp. 124-129, 2022

Year : 2022

Concatenation of SEPIC and Matrix Converter with LCL Filter for Vehicle to Grid Application

Cite this Research Publication : Anushka Tripathi1, Soundharya S.P., Vigneshwar R. and Rashmi M.R., “Concatenation of SEPIC and Matrix Converter with LCL Filter for Vehicle to Grid Application”, 2nd International Conference on Pervasive Computing and Social Networking, ICPCSN 2022, 3-4 March 2022, Lecture Notes in Networks and Systems, Volume 475, Pages 743 – 757.

Year : 2022

Student Satisfaction and Churn Predicting using Machine Learning Algorithms for EdTech course

Cite this Research Publication : Rinika Paul and M. R. Rashmi, “Student Satisfaction and Churn Predicting using Machine Learning Algorithms for EdTech course” 10th International Conference on Reliability, Infocom Technologies and Optimization, ICRITO, pp. 1-6, 2022.

Year : 2022

Modeling and Analysis of Interturn Short Circuit Fault in PMSM Motor for Electric Vehicle Applications

Cite this Research Publication : Kota Manoj Kumar and M. R. Rashmi, “Modeling and Analysis of Interturn Short Circuit Fault in PMSM Motor for Electric Vehicle Applications,” 2022 6th International Conference on Electronics, Communication and Aerospace Technology, Coimbatore, India, 2022, pp. 01-07

Year : 2020

Arduino based Automation of Agriculture A Step towards Modernization of Agriculture

Cite this Research Publication : B. Narayanavaram, E. Reddy, M. Kumar, and Dr. Rashmi M. R., “Arduino based Automation of Agriculture A Step towards Modernization of Agriculture”, 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA). IEEE, Coimbatore, India, pp. 1184–1189, 2020.

Publisher : 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA),

Year : 2019

Gazebo – ROS – Simulink Framework for Hover Control and Trajectory Tracking of Crazyflie 2.0

Cite this Research Publication : M. Nithya and M. R. Rashmi, “Gazebo – ROS – Simulink Framework for Hover Control and Trajectory Tracking of Crazyflie 2.0”, TENCON 2019 – 2019 IEEE Region 10 Conference (TENCON), Kochi, India, 2019, pp. 649-653.

Year : 2019

Power Factor Correction in Brushless DC Motor Dual Drive Using Bridgeless Canonical Switching Cell Converter

Cite this Research Publication : T. P. Reshma and Dr. Rashmi M. R., “Power Factor Correction in Brushless DC Motor Dual Drive Using Bridgeless Canonical Switching Cell Converter”, 2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC). IEEE, Chennai, India, pp. 258-263, 2019.

Publisher : 2019 2nd International Conference on Power and Embedded Drive Control (ICPEDC),

Year : 2019

Wireless Power Transfer for LED Display System Using Class-DE Inverter

Cite this Research Publication : A. V. Krishna, Dr. Rashmi M. R., K.A.R., R., and M.C., P., “Wireless Power Transfer for LED Display System Using Class-DE Inverter”, Lecture Notes in Electrical Engineering, vol. 545. Springer Verlag, pp. 1271-1282, 2019.

Publisher : Lecture Notes in Electrical Engineering

Year : 2019

Maximum Power Point Tracking for an Isolated Wind Energy Conversion System

Cite this Research Publication : D. Lakshmi, Dr. Rashmi M. R., K.A.R., R., and M.C., P., “Maximum Power Point Tracking for an Isolated Wind Energy Conversion System”, Lecture Notes in Electrical Engineering, vol. 545. Springer Verlag, pp. 1229-1241, 2019.

Publisher : Lecture Notes in Electrical Engineering

Year : 2017

A modified incremental conductance algorithm for partially shaded PV array

Cite this Research Publication : D. Lakshmi and Dr. Rashmi M. R., “A modified incremental conductance algorithm for partially shaded PV array”, 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy). IEEE, Kollam, India, 2017.

Publisher : 2017 International Conference on Technological Advancements in Power and Energy ( TAP Energy),

Year : 2017

Optimal voltage balancing method for reduced switching power losses in stacked multicell converters

Cite this Research Publication : T. Premkoumar, Dr. Rashmi M. R., Suresh, A., and Warrier, D. R., “Optimal voltage balancing method for reduced switching power losses in stacked multicell converters”, 2017 International Conference on Information Communication and Embedded Systems, ICICES 2017. Institute of Electrical and Electronics Engineers Inc., 2017.

Publisher : 2017 International Conference on Information Communication and Embedded Systems

Year : 2016

A decentralized fault-tolerant weights based algorithm for coordination of swarm robots for a disaster scenario

Cite this Research Publication : R. Aniketh, E. B. Manohar, G. R. S. P. R. Yazwa, M. Nithya and M. R. Rashmi, “A decentralized fault-tolerant weights based algorithm for coordination of swarm robots for a disaster scenario,” 2016 IEEE Annual India Conference (INDICON), Bangalore, India, 2016

Year : 2016

Implementation of high-frequency high-voltage power supply for ozone generator system using embedded controller

Cite this Research Publication : G. Udhayakumar, Dr. Rashmi M. R., Patel, K., Ramesh, G. P., and Suresh, A., “Implementation of high-frequency high-voltage power supply for ozone generator system using embedded controller”, 2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT). IEEE, Nagercoil, India, 2016.

Publisher : 2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT), I

Year : 2016

Controller for integrating small scale power generation to hybrid AC/DC grid

Cite this Research Publication : M. V. Samith and Dr. Rashmi M. R., “Controller for integrating small scale power generation to hybrid AC/DC grid”, 2016 International Conference on Inventive Computation Technologies (ICICT). IEEE, Coimbatore, India, 2016.

Publisher : 2016 International Conference on Inventive Computation Technologies (ICICT), IEEE, Coimbatore, India

Year : 2016

High efficiency Power Supply for Ozone Generator with Input Power Factor Correction

Cite this Research Publication : Udhayakumar, Rashmi M R, K. Patel and Suresh A., “High efficiency Power Supply for Ozone Generator with Input Power Factor Correction”, Springer series on Advances in Intelligent Systems and Computing , Vol. 394, pp.1215-1226, 2016

Publisher : Springer series on Advances in Intelligent Systems and Computing

Year : 2015

Reduction of common mode voltage in three phase inverter

Cite this Research Publication : P. M. Sibi Raj and Dr. Rashmi M. R., “Reduction of common mode voltage in three phase inverter”, in Proceedings of IEEE International Conference on Technological Advancements in Power and Energy, TAP Energy 2015, 2015, pp. 244-248.

Publisher : Proceedings of IEEE International Conference on Technological Advancements in Power and Energy, TAP Energy 2015

Year : 2014

Space Vector based PWM strategies for VSI fed induction motor drives with reduced complexity

Cite this Research Publication : K. Ishwarya and Dr. Rashmi M. R., “Space Vector based PWM strategies for VSI fed induction motor drives with reduced complexity”, in 2014 Power and Energy Systems Conference: Towards Sustainable Energy, PESTSE 2014, Bangalore, 2014.

Publisher : 2014 Power and Energy Systems Conference: Towards Sustainable Energy, PESTSE 2014

Year : 2013

Soft Switched Boost Converter for a Battery Operated Electric Vehicle

Cite this Research Publication : Vijaya Saraswathi R.J., Suresh A. and Rashmi M.R, (2013), “Soft Switched Boost Converter for a Battery Operated Electric Vehicle”, IEEE 2013 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2013], Tamil Nadu, India, pp.488-493

Year : 2013

A Novel Zero Voltage and Zero Current Switched Non‐Isolated Inverter Fed from Renewable Energy Source for High Frequency Applications

Cite this Research Publication : T. .Premkoumar and Dr. Rashmi M. R., “A Novel Zero Voltage and Zero Current Switched Non‐Isolated Inverter Fed from Renewable Energy Source for High Frequency Applications”, 3rd International Conference on Electrical, Electronics and Civil Engineering (ICEECE'2013), vol. 1. Bali, Indonesia, pp. 56-59, 2013.

Publisher : ICEECE'2013

Year : 2013

Cascading of diode clamped multilevel inverter boosters for high voltage applications

Cite this Research Publication : Dr. Rashmi M. R. and B., A., “Cascading of diode clamped multilevel inverter boosters for high voltage applications”, Applied Mechanics and Materials , vol. 313-314. pp. 876-881, 2013.

Publisher : Applied Mechanics and Materials

Education
2015 Post Doctoral Fellowship from UNITEN University, Malayasia
2010 Ph.D. in Electrical Engineering, Sathyabama University, India
2004 M.E. in Power Electronics & Industrial Drives, Sathyabama University, India
2001 B.E. in Electrical & Electronics Engineering, University of Mysore, India
Patents
  1. Rashmi M. R. and B. Yashaswini, 2025, Indian Patent No. 202541065022, Chennai, India. “System and Method for Autonomous Vehicle”
  2. Rashmi M. R. and Sammeta Devi Sri, 2025, Indian Patent No. 202541066480, Chennai, India. “Rodent Deterrent System for Vehicles”
  3. Rashmi M. R., Kenny Gee Oberoi J. M. and Tangudu Ram Chaitanya, 2025, Indian Patent No.202541082049. Chennai, India  “Device And Method For Wireless Charging Of Electric Vehicles Using Solar Energy”
  4. Rashmi M. R., B. Yashaswini, and Lee Hoong Pin, 2026, Indian Patent No. 202641078694, Chennai, India. “Multifunctional Cleaning Robot And Method Of Operation Thereof ”
  5. Lakshmi K. T., and Rashmi M. R., 2026, Indian Patent No. 202641108831, Chennai, India, “Voice-Based Interaction System”
  6. Chinmay Reddy, Parvathi B. Nair, Motamarri Kanaka Varsha, Lekshmi S., and Rashmi M. R., 2026, Indian Patent No. 202641112217, Chennai, India, “Wearable Hand Gesture Controlled Gaming System”.
  7. Logesh L., Rashmi M. R., 2026, Indian Patent No. 202641121622, Chennai, India, “Machine-specific vibration characterization and anomaly detection”.
Experience
Year Affiliation
2002-2011 Faculty at Sathyabama University, Chennai
2011-Till Today Faculty at Amrita School of Engineering, Bangalore

 

Research & Management Experience

  • Recognised as Research Fellow at INTI International University, Malaysia
  • Research Experience 19 Years. Was a Post Doc fellow at UNITEN University Malaysia.
  • Served as Vice chair from 2012-2014, Department of EEE, Amrita School of Engineering, Bangalore
  • Served as Chairperson from January 2019- July 2020, Department of EEE, Amrita School of Engineering, Bangalore.
  • BoS Chair
Collaboration

International Collaboration

  •  Research Fellow at INTI International University, Malayasia ( May 2024-December 2025)
  • Joint Project grant for the project on “Smart identification of Receipts Cooking: Culinary Arts Transforming Vegetarian-Based Cuisine with Vision Technology using a Training GUI System.” With INTI international University. Sanctioned Amount: RM 25,000
  • Research Collaboration with Afyon Kocatepe University Afyonkarahisar, Türkiye
  • Co-authored papers with faculty from Taylor’s University, UCSI university, Malaysia
  • UNITEN University for the project titled “Impact of Electric Vehicle on Distribution and Mitigation of Voltage Drop” from May 2015 to July 2015.
  • UNITEN University for the project titled “Wireless Charger for Electric Vehicles” from November 2022.
  • Texas University for the project on “Extended Kalman Filter for Interturn Short Circuit Fault Estimation in PMSM Motor” from January 2023.
Positions Held

Positions Held at Amrita Vishwa Vidyapeetham

  • Chairperson of EEE Department from January 2019 to July 2020
  • Chairman-Board of Studies, Electrical & Electronics Engineering since January 2023
  • Tech Power Electronics coordinator from 2014 to 2018
  • Member- Malpractice Cases Consideration Committee from 2016-19
  • Vice Chair of EEE Department from 2012-2014
  • NAAC Criteria-1 Department level coordinator
  • Member-Malpractice Cases Consideration Committee
Patents

Patents Filed

  1. Rashmi M. R. and B. Yashaswini, 2025, Indian Patent No. 202541065022, Chennai, India.  “System and Method for Autonomous Vehicle”
  2.  Rashmi M. R. and Sammeta Devi Sri, 2025, Indian Patent No. 202541066480, Chennai, India.  “Rodent Deterrent System for Vehicles”
  3. Rashmi M. R., Kenny Gee Oberoi J. M. and Tangudu Ram Chaitanya, 2025, Indian Patent No., Chennai, India
  4. Rashmi M. R., Snehith Reddy J., Mathi Sri Chaithanya and Ashik S., 2023, Indian Patent No. 202541065022, Chennai, India, “Robotic Climber and Harvester”
Funded Projects
  • Project Title:  Smart identification of Receipts Cooking: Culinary Arts Transforming Vegetarian-Based Cuisine with Vision Technology using a Training GUI System
    Sponsoring Organization: INTI International University, Malaysia
    Sanctioned Amount: RM 25000
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