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Syama S.

Asst. Professor, 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

SyamaS. currently serves as Assistant Professor at department of Electrical & Electronics, Amrita School of Engineering, Bengaluru campus. She has more than 12 years of experience in teaching. 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

Conference Paper

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 : Elsevier

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 Rakesh Kuladeep Pavan Sanjana UAV -Surveillance for search and rescue in natural Disaster Ongoing 2023
2 G.Udaya Baskar N.Vishwa Kiran Reddy Pyreddy Uday Kumar Reddy Multistep ahead photovoltaic power prediction using machine learning and deep learning completed 2022
3 K S N Aravind Kandru Bhargav Chowdary Sabareesh S U Smart battery management system for hybrid PV system completed 2022
4 Bollina Satya Saketh Vakacharla Bharat Kumar VedulaMallikarjunaNookesh Wind Speed Prediction completed 2021
5 Vayalpati Dileep Kumar Vedula Kamesh Bharadwaj Vitta Vedic Sriram Energy Management Of Distributed Generation In Microgrid completed 2021
6 B Vinayak Pece Dc Drive Upgrade completed 2020
7 A. Sai Lakshmi Sravya G. Rutwik V. V. Pavan Chandan Improved Power Quality Switched-Mode Power Supply Using Buck-Boost Converter completed 2020
8 Saradhi S Electricity Load Forecasting And Analysis Using Machine Learning Techniques completed 2020
9 G Sai Sweta, KovvuriJagan Mohan Reddy, PotharajuIndumatiKatyayaniKavyasree Classification of ECG signal using Machine Learning technique Completed 2019
10 Gunnam Anusha Ikkurthy Venkata Satya Samanvitha, KalvagaddaVineel Kishore Hybrid Solar Wind Dc Micro Grid System With Load Management completed 2019
11 B.Pranav Kaushik I.Thrinadh Reddy Shaiq.Sadhiq Wireless Power Transfer Incorporating Solar Energy for Motoring Applications completed 2018
12 Kiran M P, S Manjunath, Vishnu S Nair Solar powered RO water purification System completed 2016
13 A Parvati Abhijith Shankar Abhijit U Design And Implementation of Wireless Energy Meter Reading System using GSM and GPRS completed 2015
14 Balraj k Nandini Menon Neethu D Shyam Krishnan Working model of magnetic levitation locomotive completed 2012
15 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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