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Dr. Syama S.

Assistant Professor (Sr. Gd.), Department of Electrical & Electronics Engineering, School of Engineering, Bengaluru

Qualification: M.Tech., Ph.D
s_syama@blr.amrita.edu
Research Interest: Electric Machines & Drives, Evolutionary Algorithms, Industrial Automation, Machine Learning, Power System Optimisation, Renewable Energy Forecasting

Bio Publications Membership in Professional Bodies Courses Taught Student Guidance
Bio

Dr. Syama S. currently serves as Assistant Professor (Sr. Gd.) at the Department of Electrical and Electronics Engineering, Amrita School of Engineering, Bengaluru Campus. She has more than 14 years of experience in teaching. She obtained her B.Tech. degree in Electrical and Electronics Engineering in the year 2009 from TKM College of Engineering, Kollam, Kerala and M.Tech from NIT Calicut in the year 2011. Dr. Syama S received her Ph.D. in Electrical Engineering in the year 2025 from Amrita Vishwa Vidyapeetham, Bengaluru. She has publications in reputed journals and conferences.

QUALIFICATION

YEAR DEGREE UNIVERSITY
2025 Ph. D. Amrita Vishwa Vidyapeetham, Bengaluru
2011 M.Tech NIT Calicut
2009 B.Tech University of Kerala
Publications

Conference Paper

Year : 2025

Grey Wolf Optimized Support Vector Machine for Multistep Ahead Solar Irradiance Prediction

Cite this Research Publication : Sabyasachi Datta, S Syama, V. S. Kirthika Devi, Grey Wolf Optimized Support Vector Machine for Multistep Ahead Solar Irradiance Prediction, 2025 International Conference on Knowledge Engineering and Communication Systems (ICKECS), IEEE, 2025, https://doi.org/10.1109/ickecs65700.2025.11036068

Publisher : IEEE

Year : 2025

Advanced Multimodal Emotion Recognition Using Integrative Analysis of Multilingual Text, EEG, Voice Signals, and Facial Analysis

Cite this Research Publication : Jambula Snehith Reddy, Dev Aakarsh Surat, Pachila Shyamala, Syama S, Advanced Multimodal Emotion Recognition Using Integrative Analysis of Multilingual Text, EEG, Voice Signals, and Facial Analysis, 2025 3rd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), IEEE, 2025, https://doi.org/10.1109/idciot64235.2025.10915126

Publisher : IEEE

Year : 2024

Emotion Prediction from Text and Multilingual Voice Inputs

Cite this Research Publication : Jambula Snehith Reddy, Dev Aakarsh Surat, Pachila Shyamala, S Syama, Emotion Prediction from Text and Multilingual Voice Inputs, 2024 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA), IEEE, 2024, https://doi.org/10.1109/iceca63461.2024.10801126

Publisher : IEEE

Year : 2023

Deep Learning-Based Multistep Forecasting for Photovoltaic Power Generation: A Comprehensive Comparative Study

Cite this Research Publication : G, Udaya & N, Vishwa & P, Uday & Chaganti, Pavan & S., Syama. (2023). "Deep Learning-Based Multistep Forecasting for Photovoltaic Power Generation: A Comprehensive Comparative Study." 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 408-413. 10.1109/ICSSAS57918.2023.10331849.

Publisher : IEEE

Year : 2023

Advanced UAV Construction Technique and Real-Time Image Processing for Enhanced Aerial Intelligence

Cite this Research Publication : Chaganti, Pavan & S, Syama. (2023). "Advanced UAV Construction Technique and Real-Time Image Processing for Enhanced Aerial Intelligence". 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS), 1637-1643. 10.1109/ICSSAS57918.2023.10331648.

Publisher : IEEE

Year : 2023

Comparative Analysis of Machine Learning Algorithms to Predict Solar Irradiance

Cite this Research Publication : A. Balan, T. Ramanathan, S. S and L. S, "Comparative Analysis of Machine Learning Algorithms to Predict Solar Irradiance," 2022 International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications (CENTCON), Bengaluru, India, 2022, pp. 167-172, doi: 10.1109/CENTCON56610.2022.10051277..

Publisher : IEEE

Year : 2023

Predicting Landslides and Floods with Deep Learning

Cite this Research Publication : P. C. V. Chaganti, K. Vasireddy, E. R. Reddy, R. R. Dondeti and S. Syama, "Predicting Landslides and Floods with Deep Learning," 2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2023, pp. 1259-1265, doi : 10.1109/ICESC57686.2023.10193456.

Publisher : IEEE

Year : 2023

LSTM Based 24 hours Ahead Forecasting of Solar PV System for Standalone Household System

Cite this Research Publication : S U Sabareesh, K S N Aravind, Kandru Bhargav Chowdary, S Syama, Kirthika Devi V S,”LSTM Based 24 hours Ahead Forecasting of Solar PV System for Standalone Household System,”Procedia Computer Science,Volume 218, 2023,Pages 1304-1313,ISSN 1877-0509,

Publisher : Procedia Computer Science

Year : 2022

Skin cancer detection using Machine Learning

Cite this Research Publication : S. Bhargavi, V. Sowmya, S. Syama and L. S, "Skin cancer detection using Machine Learning," 2022 International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications (CENTCON), Bengaluru, India, 2022, pp. 119-124, doi : 10.1109/CENTCON56610.2022.10051495.

Publisher : IEEE

Year : 2022

Power Generation Using Piezoelectric Transducers

Cite this Research Publication : K. S. Praanesh, L. Seedarala, P. C. V. Chaganti, Lekshmi and S. S., "Power Generation Using Piezoelectric Transducers," 2022 6th International Conference on Electronics, Communication and Aerospace Technology, Coimbatore, India, 2022, pp. 306-311, doi: 10.1109/ICECA55336.2022.10009578.

Publisher : IEEE

Year : 2022

Hardware Integration of Sensors for Automating Smart Homes

Cite this Research Publication : C. Lasya, N. M. Sai, N. G. Reddy, N. M. Reddy, L. S. and S. S., "Hardware Integration of Sensors for Automating Smart Homes," 2022 International Conference on Automation, Computing and Renewable Systems (ICACRS), Pudukkottai, India, 2022, pp. 202-206, doi : 10.1109/ICACRS55517.2022.10029290.

Publisher : IEEE

Year : 2022

Support Vector Machine based Short Term Solar Power Prediction

Cite this Research Publication : U. B. G, V. K. N, U. K. P and S. S, "Support Vector Machine based Short Term Solar Power Prediction," 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India, 2022, pp. 264-269, doi: 10.1109/ICICCS53718.2022.9788184

Publisher : IEEE

Year : 2022

Multistep Ahead Solar Irradiance and Wind Speed Forecasting using Bayesian Optimized Long Short Term Memory

Cite this Research Publication : S. Syama and J. Ramprabhakar, "Multistep Ahead Solar Irradiance and Wind Speed Forecasting using Bayesian Optimized Long Short Term Memory," 2022 7th International Conference on Communication and Electronics Systems (ICCES), Coimbatore, India, 2022, pp. 164-171, doi: 10.1109/ICCES54183.2022.9835840

Publisher : IEEE

Year : 2021

Fuzzy Logic based Management System for a Microgrid in Islanded Mode

Cite this Research Publication : : V. V. Sriram, V. K. Bharadwaj, V. D. Kumar and S. Syama, "Fuzzy Logic based Management System for a Microgrid in Islanded Mode," 2021 2nd International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India, 2021, pp. 663-668, doi: 10.1109/ICOSEC51865.2021.9591742

Publisher : IEEE

Year : 2021

Comparative study of Wind Speed Forecasting using Machine Learning

Cite this Research Publication : Nookesh, V.M., Kumar, V.B., Saketh, B.S., Syama, S., Ramprabhakar, J., Comparative study of Wind Speed Forecasting using Machine Learning, Proceedings - 2nd International Conference on Smart Electronics and Communication, ICOSEC 2021 pp. 1121-1126, 2021

Publisher : IEEE

Year : 2021

Wind Speed Prediction Using Deep Learning-LSTM and GRU

Cite this Research Publication : Kumar, V.B., Nookesh, V.M., Saketh, B.S., Syama, S., Ramprabhakar, J., Wind Speed Prediction Using Deep Learning-LSTM and GRU, Proceedings - 2nd International Conference on Smart Electronics and Communication, ICOSEC 2021,pp. 602-607

Publisher : IEEE

Journal Article

Year : 2024

A novel hybrid methodology for wind speed and solar irradiance forecasting based on improved whale optimized regularized extreme learning machine

Cite this Research Publication : S. Syama, J. Ramprabhakar, R Anand, V. P. Meena, Josep M. Guerrero, A novel hybrid methodology for wind speed and solar irradiance forecasting based on improved whale optimized regularized extreme learning machine, Scientific Reports, Springer Science and Business Media LLC, 2024, https://doi.org/10.1038/s41598-024-83836-z

Publisher : Springer Science and Business Media LLC

Year : 2024

An integrated binary metaheuristic approach in dynamic unit commitment and economic emission dispatch for hybrid energy systems

Cite this Research Publication : S Syama, J Ramprabhakar, R Anand, Josep M Guerrero, "An integrated binary metaheuristic approach in dynamic unit commitment and economic emission dispatch for hybrid energy systems", Scientific Reports, Nature Publishing Group UK, 2024 – Impact Factor: 3.8, Scopus percentile: 92 %

Publisher : Scientific Reports

Year : 2023

A hybrid Extreme Learning Machine model with Lévy flight Chaotic Whale Optimization Algorithm for Wind Speed Forecasting

Cite this Research Publication : Syama, J. Ramprabhakar, R. Anand, Josep M. Guerrero,”A hybrid Extreme Learning Machine model with Lévy flight Chaotic Whale Optimization Algorithm for Wind Speed Forecasting,”Results in Engineering,Volume 19,2023,101274,ISSN 2590-1230,https://doi.org/10.1016/j.rineng.2023.101274.

Publisher : Results in Engineering ,Elsevier

Conference Proceedings

Year : 2019

Classification of ECG Signal Using Machine Learning Techniques

Cite this Research Publication : S. S, Sweta, G. S., P.I.K., K., and Reddy, K. J. Mohan, “Classification of ECG Signal Using Machine Learning Techniques”, Proceedings of the 2019 2nd International Conference on Power and Embedded Drive Control, ICPEDC 2019 . pp. 122-128, 2019.

Publisher : Proceedings of the 2019 2nd International Conference on Power and Embedded Drive Control,

Year : 2018

Wireless power transmission incorporating solar energy as source for motoring applications

Cite this Research Publication : P. B. Kaushik, I. Reddy, T., S, S., and V. S. Kirthika Devi, “Wireless power transmission incorporating solar energy as source for motoring applications”, 2018 International Conference on Emerging Trends and Innovations In Engineering And Technological Research, ICETIETR 2018. Institute of Electrical and Electronics Engineers Inc., 2018.

Publisher : ICETIETR 2018

Year : 2015

Simulation and Analysis of Incremental Conductance and Perturb and Observe MPPT with DC-DC Converter Topology for PV Array

Cite this Research Publication : K. Harini and S, S., “Simulation and Analysis of Incremental Conductance and Perturb and Observe MPPT with DC-DC Converter Topology for PV Array”, Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on. IEEE, 2015.

Publisher : Electrical, Computer and Communication Technologies (ICECCT), 2015 IEEE International Conference on

Membership in Professional Bodies
  • Life time member -ISTE
Courses Taught
  • Electromagnetic Theory
  • Power System Analysis
  • Power system Switch gear and protection
  • FACTS and HVDC
  • Signals and System
  • Digital Signal Processing
  • Advanced Control System
  • Fundamentals of EEE
Student Guidance

Undergraduate Students

Sl. No. Name of the Student(s) Topic Status – Ongoing/Completed Year of Completion
1 A V Sashank Anirudh, Harkara Rishab, Praveenraja T Fault analysis of Three phase induction motors using current conditioning and Machine Learning Ongoing 2026
2 Dev Aakarsh Surat, Jambula Snehith Reddy, Pachila Shyamala Advanced Multimodal Emotion Recognition using Integrative Analysis of Multilingual Text, EEG, Voice Signals, and Facial Analysis Completed 2025
3 Kiran Krishna,Sabareesh U.,Kanishka U. V Design and development of an Automated Spin Coating System for Thin Film Deposition Completed 2024
4 D. Saideep Venkat,M. Harin,T. Venkatachalam Forecasting Weather For Agriculture Through ML Technique Completed 2024
5 Rakesh Kuladeep Pavan Sanjana UAV -Surveillance for search and rescue in natural Disaster completed 2023
6 G.Udaya Baskar N.Vishwa Kiran Reddy Pyreddy Uday Kumar Reddy Multistep ahead photovoltaic power prediction using machine learning and deep learning completed 2022
7 K S N Aravind Kandru Bhargav Chowdary Sabareesh S U Smart battery management system for hybrid PV system completed 2022
8

 

 Bollina Satya Saketh Vakacharla Bharat Kumar VedulaMallikarjunaNookesh Wind Speed Prediction completed 2021
9 Vayalpati Dileep Kumar Vedula Kamesh Bharadwaj Vitta Vedic Sriram Energy Management Of Distributed Generation In Microgrid completed 2021
10 B Vinayak Pece Dc Drive Upgrade completed 2020
11 A. Sai Lakshmi Sravya G. Rutwik V. V. Pavan Chandan Improved Power Quality Switched-Mode Power Supply Using Buck-Boost Converter completed 2020
12 Saradhi S Electricity Load Forecasting And Analysis Using Machine Learning Techniques completed 2020
13 G Sai Sweta, KovvuriJagan Mohan Reddy, PotharajuIndumatiKatyayaniKavyasree Classification of ECG signal using Machine Learning technique Completed 2019
14 Gunnam Anusha Ikkurthy Venkata Satya Samanvitha, KalvagaddaVineel Kishore Hybrid Solar Wind Dc Micro Grid System With Load Management completed 2019
15 B.Pranav Kaushik I.Thrinadh Reddy Shaiq.Sadhiq Wireless Power Transfer Incorporating Solar Energy for Motoring Applications completed 2018
16 Kiran M P, S Manjunath, Vishnu S Nair Solar powered RO water purification System completed 2016
17 A Parvati Abhijith Shankar Abhijit U Design And Implementation of Wireless Energy Meter Reading System using GSM and GPRS completed 2015
18 Balraj k Nandini Menon Neethu D Shyam Krishnan Working model of magnetic levitation locomotive completed 2012
19 SowjanyaDonala S T Preeti Sagnik Jena Saket Agarwal Multimode operation of single phase multiconverter completed 2012

Postgraduate Students

Sl. No. Name of the Student(s) Topic Status – Ongoing/Completed Year of Completion
1 Ranjini E nambiar Ac-ac power converter for induction heating completed 2012
2 K.Harini Implementation of Maximum Power Point Tracking Based On Incremental Conductance Method For Photovoltaic Array with Cuk-Converter Topology completed 2015
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