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Dr. Swathy M

Assistant Professor (Level 11) ,School of Engineering, Amritapuri

Qualification: B.Tech , ME , Ph.D.
swathym@am.amrita.edu
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Research Interest: Machine learning, Deep learning, Evolutionary optimization algorithms, Multi-objective optimization, Stochastic optimization, Probabilistic approaches, Electric Vehicle, Economic and Emission dispatch.
Date of Joining: 30/09/2024

Bio Publications FDPs/Workshops Attendend Awards
Bio
Dr. Swathy M.  joined the Department of Electronics and Communication Engineering, Amrita Vishwa Vidyapeetham in 2024. She took her Graduation from Cochin University of Science and Technology, Post-graduation from Anna University, Chennai and Doctorate from Cochin University of Science and Technology. Before joining Amrita, she gained more than 12 years of teaching experience at Bishop Jerome Institute, Kollam. There, she served as IEEE student branch counselor also. She has several publications in reputed journals and conferences. Her research interest spreads in the areas of Optimization techniques, Neural Networks, Optimization algorithms.
Publications

Journal Article

Year : 2024

Chi-square mutated quantum-behaved PSO algorithm for combined economic and emission dispatch

Cite this Research Publication : Swathy Muraleedharan, C. A. Babu, Ajith Kumar Sasidharanpillai, Chi-square mutated quantum-behaved PSO algorithm for combined economic and emission dispatch, Evolutionary Intelligence, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s12065-024-00966-z

Publisher : Springer Science and Business Media LLC

Year : 2024

Modified Opposition-based Particle swarm Optimization for Combined Economic and Emission Dispatch Problem

Cite this Research Publication : Swathy. M and C A Babu and S. Ajith Kumar , “Modified Opposition-based Particle swarm Optimization for Combined Economic and Emission Dispatch Problem”, Electric Power Components and Systems (Accepted), (2024)

Conference Paper

Year : 2022

Opposition Based Constriction Factor Particle Swarm Optimization for Economic Load Dispatch

Cite this Research Publication : Swathy M, C. A. Babu, Ajith Kumar. S, Opposition Based Constriction Factor Particle Swarm Optimization for Economic Load Dispatch, 2022 Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, 2022, https://doi.org/10.1109/icaect54875.2022.9807910

Publisher : IEEE

FDPs/Workshops Attendend
  • 5 day Online workshop on “Mastering AI using Reinforcement Learning Techniques” organized by Centre for Artificial Intelligence, TKM College of Engineering, Kollam during 07th– 11th April 2025
  • 2 day Online workshop on “Emerging Trends in Power Engineering” organized by Department of Electrical Engineering, National Institute of Technology Warangal, during 30th– 31th January 2023
  • 5 day Online MATLAB workshop on “Bio-inspired optimization algorithms” organized by the IEEE Student Branch & RSF, National Institute of Technology, Tiruchirappalli during 04th– 08th January 2021.
  • 2 Days FDP on “MATLAB simulation and Mathematical Modelling of Power system” at SCMS college of engineering, Kerala.
  • 2 Days FDP on “Research Methodology in Power systems” at Saint Gitz College of Engineering, Kerala.
  • 5 Day FDP on “Life Skills” at TKM College of Engineering, Kollam.
  • 2 Day FDP on “Simulation of Control System Tool Box” at TKM College of Engineering, Kollam.
Awards
  • Meritorious Teaching Award, Bishop Jerome Institute (BJI), Kollam. (2024)
  • Best Student Award of EEE Dept., College of Engineering Perumon (CEP), Kollam. (2009)

Memberships:

IEEE Professional member
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