Dr. M. MADHIARASAN
@20999006
Post Doctorate Computer Science and Engineering
None (I Year I Semester)

Dr. MANOHARAN MADHIARASAN has completed his Bachelor of Engineering degree in Electrical and Electronics Engineering in the year 2010 from Jaya Engineering College, Thiruninravur, under Anna University, Tamil Nadu, India, Master of Engineering degree in Electrical Drives and Embedded Control (Electrical Engineering) in the year 2013 from Anna University, Regional Centre, Coimbatore, under Anna University, Tamil Nadu, India and Ph.D. (Electrical Engineering) in the year 2018 from Anna University, Tamil Nadu, India. He has worked as an Assistant Professor and Research and Development (R&D) In-charge in the Department of Electrical and Electronics Engineering, Bharat Institute of Engineering and Technology, Hyderabad, India, from 2018 to 2020. He has worked as a Post-Doctoral Fellow at the Department of Computer Science and Engineering, Indian Institute of Technology Roorkee (IITR), India, from 2020 to 2022. He is presently working as a Post-Doctoral Fellow at the Department of Electronics and Computers, Faculty of Electrical Engineering and Computer Science, Transilvania University of Brasov, Romania. Furthermore, he is a recipient of the prestigious Transilvania Fellowship for Postdoctoral Research/Young Researchers and presented his research work nationally and internationally. His research areas include Renewable Energy Systems, Power Electronics and Control, Computer Vision, Human-Computer Interface, Pattern Recognition, Artificial Intelligence, Neural Networks, Optimization, Machine Learning, Deep Learning, Soft Computing, Internet of Things and Modeling and Simulation. He has been a Technical Program Committee Member, International Scientific Committee Member, and Keynote Speaker at many international conferences. He served as Publication Chair, International Conference on Artificial Intelligence, Big Data and Mechatronics (AIBDM2021). He acts as an editorial board member and reviewer for many peer-reviewed international journals (Springer, Elsevier, IEEE Access, Hindawi, etc.) and a guest editor of Energy Engineering.

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Interests

Artificial Intelligence, Machine Learning, Deep Learning, Soft Computing, Optimization, Renewable Energy System, Modeling and Simulation

Achievements

Recipient of UGC Fellowship
Second Rank in Master of Engineering
School First in HSC
Recipient of the prestigious Transilvania Fellowship for Postdoctoral Research/Young Researchers

Previous Education

Ph. D - Doctorate (PhD) in Electrical Engineering
Anna University, Chennai, 2018
CGPA: 0.000
Master of Engineering - Postgraduate (PG) in Electrical Engineering (ELECTRICAL DRIVES AND EMBEDDED CONTROL)
Anna University, Regional Centre Coimbatore, Anna University, Chennai, 2013
CGPA: 8.400
Bachelor of Engineering - Graduate (UG) in Electrical Engineering (ELECTRICAL AND ELECTRONICS ENGINEERING)
Jaya Engineering College, Thiruninravur, Anna University, Chennai, 2010
Percentage: 80.40%
HSC - Intermediate (Class XII) in
Govt Higher Secondary School, K.G Kandigai, 2006
Percentage: 79.20%
SSLC - Matriculate (Class X) in
Corley Higher Secondary School, Tambaram, 2004
Percentage: 85.20%

Work Experiences

Job
Assistant Professor at Vi Institute of Technology, Chengalpattu
1st Jan 2014 to 31st May 2014

Teaching

Job
Senior Research Fellow at Anna University, Chennai
13th Jun 2014 to 18th Jul 2018

Full Time Research Scholar

Job
Assistant Professor at Bharat Institute of Engineering and Technology, Hyderabad
12th Aug 2018 to 28th Jul 2020

Teaching and Research

Job
POST DOCTORAL FELLOW at INDIAN INSTITUTE OF TECHNOLOGY ROORKEE (IITR)
2nd Dec 2020 to 29th Apr 2022

Research

Positions

Research and Development In-charge, Department of Electrical and Electronics Engineering, Bharat Institute of Engineering and Technology
12th Aug 2018 to 28th Jul 2020

Projects

Emotion enabled sign language recognition using multiple sensors in Computer Science and Engineering
2nd Dec 2020 to 1st Dec 2022

Implementation of IoT based Energy Monitoring System and Automatic Power Factor Correction in Electrical and Electronics Engineering
1st Jul 2019 to 30th Jun 2020

Modeling and Implementation of IoT-Based Transmission Line Monitoring, Protection and Control in Electrical and Electronics Engineering
12th Aug 2018 to 30th Jun 2019

Design and Development of IoT-Based Solar Powered Versatile Moving Robot for Military Application in Electrical and Electronics Engineering
12th Aug 2018 to 30th Jun 2019

Books

IOT BASED SOLAR POWERED VERSATILE MOVING ROBOT TO ENHANCE SECURITY AND SURVEILLANCE, Application No: 202041032025 by Dr. M. Madhiarasan

Published by Indian Patent Office, 2020

Contribution: PATENT

Papers

Analysis of Artificial Neural Network: Architecture, Types, and Forecasting Applications by Madhiarasan, M., & Mohamed Louzazni

Published by Hindawi in 2022

Pages: 1-23
Volumes: 2022
Journal: Journal of Electrical and Computer Engineering
Enriched global horizontal irradiance prediction using novel ensemble improved backpropagation neural network by MADHIARASAN M

Published by EDP Sciences in 2022

Pages: 8
Volumes: 45
Journal: ITM Web Conf, Section
Hybrid Transformer Network for Different Horizons-based Enriched Wind Speed Forecasting by Madhiarasan, M & Partha Pratim Roy

Published by arXiv in 2022

Journal: arXiv preprint (https://doi.org/10.48550/arXiv.2204.09019)
A Comprehensive Review of Sign Language Recognition: Different Types, Modalities, and Datasets by Madhiarasan, M & Partha Pratim Roy

Published by arXiv (https://doi.org/10.48550/arXiv.2204.03328) in 2022

Journal: arXiv preprint arXiv:2204.03328
Short-Term Wind Speed Forecasting Using Meta Learning-based Elman Neural Network by MADHIARASAN, M

Published by IOP Publishing Ltd in 2021

Pages: 1-8
Volumes: 2068
Journal: Journal of Physics: Conference Series
Different Forecasting Horizons Based Performance Analysis of Electricity Load Forecasting Using Multilayer Perceptron Neural Network by Madhiarasan, Manogaran, and Mohamed Louzazni.

Published by MDPI in 2021

Pages: 804-838
Volumes: 3
Journal: Forecasting
Novel Cooperative Multi-Input Multilayer Perceptron Neural Network Performance Analysis with Application of Solar Irradiance Forecasting by Madhiarasan, M., Mohamed Louzazni., Partha Pratim Roy

Published by Hindawi in 2021

Pages: 1-24
Volumes: 2021
Journal: International Journal of Photoenergy
Long-Term Wind Speed Prediction using Artificial Neural Network-Based Approaches by Madhiarasan, M

Published by AIMS Press in 2021

Pages: 542-552
Volumes: 7
Journal: AIMS Geosciences
Design and development of IoT based solar powered versatile moving robot for military application by Madhiarasan, M

Published by Springer in 2021

Pages: 437–450
Volumes: 12
Journal: International Journal of System Assurance Engineering and Management
Accurate prediction of different forecast horizons wind speed using a recursive radial basis function neural network by Madhiarasan, M

Published by Springer in 2020

Pages: 1-9
Volumes: 5
Journal: Protection and Control of Modern Power Systems
Analysis of Artificial Neural Network Performance Based on Influencing Factors for Temperature Forecasting Applications by Madhiarasan, M., Tipaldi, M., and Siano, P

Published by IOS Press in 2020

Pages: 209-223
Volumes: 26
Journal: Journal of High Speed Networks
Modeling and Implementation IoT based Transmission Line Monitoring, Protection and Control by Madhiarasan, M., T Keerthana, Md Shakeel, S Rakesh, & R Gopal

Published by Central Board of Irrigation and Power in 2019

Pages: 35-39
Volumes: 62
Journal: Water and Energy International Journal
A Novel Method to Select Hidden Neurons in ELMAN Neural Network for Wind Speed Prediction Application by Madhiarasan M & Deepa SN

Published by World Scientific and Engineering Academy and Society in 2018

Pages: 13-30
Volumes: 13
Journal: WSEAS Transactions on Power Systems
Determination of Adequate Hidden Neurons in Combo Neural Network Using New Formulation and Fine Tuning with IMGWOA for Enrich Wind-Speed Forecasting by Madhiarasan M & Deepa SN

Published by IndianJournals.com in 2018

Pages: 89-101
Volumes: 9
Journal: International Journal of Applied Research on Information Technology and Computing
Comparative Analysis on Hidden Neurons Estimation in Multi Layer Perceptron Neural Networks for Wind Speed Forecasting by Madhiarasan M & Deepa SN

Published by Springer in 2017

Pages: 449-471
Volumes: 48
Journal: Artificial Intelligence Review
Review of Forecasters Application to Solar Irradiance Forecasting by Madhiarasan M & Deepa SN

Published by IJSRCSEIT in 2017

Pages: 26-30
Volumes: 2
Journal: International Journal of Scientific Research in Computer Science, Engineering and Information Technology
A New Hybridized Optimization Algorithm to Optimize Echo State Network for Application in Solar Irradiance and Wind Speed Forecasting by Madhiarasan M & Deepa SN

Published by International digital organization for scientific information (IDOSI) in 2017

Pages: 596-614
Volumes: 35
Journal: World Applied Sciences Journal
A Novel Criterion to Select Hidden Neuron Numbers in Improved Back Propagation Networks for Wind Speed Forecasting by Madhiarasan M & Deepa SN

Published by Springer in 2016

Pages: 878-893
Volumes: 44
Journal: Applied Intelligence
ELMAN Neural Network with Modified Grey Wolf Optimizer for Enhanced Wind Speed Forecasting by Madhiarasan M & Deepa SN

Published by Scientific Research Publishing (SCIRP) in 2016

Pages: 2975-2995
Volumes: 7
Journal: Circuits and Systems
Performance Investigation of Six Artificial Neural Networks for Different Time Scale Wind Speed Forecasting in Three Wind Farms of Coimbatore Region’ by Madhiarasan M & Deepa SN

Published by Innovative Space of Scientific Research Journals in 2016

Pages: 380-411
Volumes: 23
Journal: International Journal of Innovation and Scientific Research
New Criteria for Estimating the Hidden Layer Neuron Numbers for Recursive Radial Basis Function Networks and Its Application in Wind Speed Forecasting by Madhiarasan M & Deepa SN

Published by Medwell Publications in 2016

Pages: 4377-4391
Volumes: 15
Journal: Asian Journal of Information Technology
Long-Term Wind Speed Forecasting using Spiking Neural Network Optimized by Improved Modified Grey Wolf Optimization Algorithm by Madhiarasan M & Deepa SN

Published by IJAR in 2016

Pages: 356-368
Volumes: 4
Journal: International Journal of Advanced Research
Deep Neural Network Using New Training Strategy Based Forecasting Method for Wind Speed and Solar Irradiance Forecast by Madhiarasan M & Deepa

Published by International Digital Organization for Scientific Information (IDOSI) in 2016

Pages: 3730-3747
Volumes: 24
Journal: Middle-East Journal of Scientific Research
Precisious Estimation of Solar Irradiance by Innovative Neural Network and Identify Exact Hidden Layer Nodes through Novel Deciding Standard by Madhiarasan M & Deepa SN

Published by Asian Research Consortium in 2016

Pages: 951-974
Volumes: 6
Journal: Asian Journal of Research in Social Sciences and Humanities
Application of Ensemble Neural Networks for Different Time Scale Wind Speed Prediction by Madhiarasan M & Deepa SN

Published by IJIRCCE in 2016

Pages: 9610-9617
Volumes: 4
Journal: International Journal of Innovative Research in Computer and Communication Engineering
Comprehensive Study of Various Forecasting Techniques for Forecast of Wind Speed in the Field of Wind Energy System by Madhiarasan M & Deepa SN

Published by The Energy and Resources Institute (TERI) in 2016

Pages: 439-457
Volumes: 15
Journal: TIDEE (Teri Information Digest on Energy and Environment)
Line Walking Robot for Inspection of Power Transmission Line and Obstacle Navigation by Madhiarasan M

Published by NCGE 2013 in 2013

Pages: 206-210
Journal: National Conference on Green Energy (NCGE 2013)
Line Walking Robot for Inspection of Power Transmission Line and Obstacle Avoidance by Madhiarasan M

Published by ICEEET in 2013

Pages: 641-646
Journal: Second International Conference on Electrical and Electronics Engineering and Technology (ICEEET)

References

Prof. Pierluigi Siano

Professor, University of Salerno
psiano@unisa.it
+39 089 96 4294

Dr. Tipaldi Massimo

R&D Business Unit & Proposal Manager, Intelligentia srl
massimo.tipaldi@intelligentia.eu
+39 08241774728

Skills

Computer Languages

C, C++

Software Packages

MATLAB, Xilinx, Keil and Python

Spoken Languages

English, Tamil

Last Published on: 03 June 2022, 19:27:45