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Syama S.

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

Qualification: M.Tech.
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

Syama S. currently serves as Assistant Professor (Sr.Gd.) at the Department of Electrical & Electronics, Amrita School of Engineering, Bengaluru campus. She has more than 13 years of experience in teaching. She has 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. She is currently pursuing Ph.D in the area of renewable energy forecasting and power system optimisation.

QUALIFICATION

YEAR DEGREE UNIVERSITY
2011 M.Tech NIT Calicut
2009 B.Tech University of Kerala
Publications

Journal Article

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 Paper

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

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 Dev Aakarsh Surat, Jambula Snehith Reddy, Pachila Shyamala Advanced Multimodal Emotion Recognition using Integrative Analysis of Multilingual Text, EEG, Voice Signals, and Facial Analysis Ongoing 2025
2 Kiran Krishna,Sabareesh U.,Kanishka U. V Design and development of an Automated Spin Coating System for Thin Film Deposition Completed 2024
3 D. Saideep Venkat,M. Harin,T. Venkatachalam Forecasting Weather For Agriculture Through ML Technique Completed 2024
4 Rakesh Kuladeep Pavan Sanjana UAV -Surveillance for search and rescue in natural Disaster completed 2023
5 G.Udaya Baskar N.Vishwa Kiran Reddy Pyreddy Uday Kumar Reddy Multistep ahead photovoltaic power prediction using machine learning and deep learning completed 2022
6 K S N Aravind Kandru Bhargav Chowdary Sabareesh S U Smart battery management system for hybrid PV system completed 2022
7

 

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