Dr. Manoharan Madhiarasan

Aarhus University, Denmark

Email: [email protected], [email protected]

Qualifications

2018 Ph.D., Electrical Engineering in Anna University, Chennai, India

2013 M.Sc., ELECTRICAL DRIVES AND EMBEDDED CONTROL in Anna University, Regional Centre Coimbatore, India

2010 B.Sc., ELECTRICAL AND ELECTRONICS ENGINEERING from Anna University, Chennai in Jaya Engineering College, Thiruninravur, India

Publications (Selected)

1. Madhiarasan, M. (2025). Performance Analysis of Various Forecasting Models for Multi-Seasonal Global Horizontal Irradiance Forecasting Using the India Region Dataset. Energy Engineering, 122(8), 2993-3011.
2. Madhiarasan, M. (2025). Bayesian optimisation algorithm based optimised deep bidirectional long short term memory for global horizontal irradiance prediction in long-term horizon. Frontiers in Energy Research, 13, 1499751.
3. Al-Dahidi, S., Madhiarasan, M., Al-Ghussain, L., Abubaker, A. M., Ahmad, A. D., Alrbai, M., ... & Zio, E. (2024). Forecasting solar photovoltaic power production: A comprehensive review and innovative data-driven modeling framework. Energies, 17(16), 4145.
4. Madhiarasan, M. (2023). Design of an Internet of Things Powered Automated Power Factor Correction System and Monitoring of Consumption of Energy. Wireless Personal Communications, 133(1), 31-48.
5. Madhiarasan, M., Cotfas, D. T., & Cotfas, P. A. (2023). Black widow optimization algorithm used to extract the parameters of photovoltaic cells and panels. Mathematics, 11(4), 967.
6. Madhiarasan, M., Louzazni, M., & Belmahdi, B. (2023). Statistical analysis of novel ensemble recursive radial basis function neural network performance on global solar irradiance forecasting. Journal of Electrical and Computer Engineering, 2023(1), 2554355.
7. Madhiarasan, M., Cotfas, D. T., & Cotfas, P. A. (2022, November). Medium-term forecasting of global horizontal solar radiation in Brasov using multivariate transformer. In 2022 International Symposium on Electronics and Telecommunications (ISETC) (pp. 1-4). IEEE.
8. Madhiarasan, M., Cotfas, D. T., & Cotfas, P. A. (2022, November). Medium-term forecasting of global horizontal solar radiation in Brasov using multivariate transformer. In 2022 International Symposium on Electronics and Telecommunications (ISETC) (pp. 1-4). IEEE.
9. Madhiarasan, M., Cotfas, D. T., & Cotfas, P. A. (2022). Barnacles mating optimizer algorithm to extract the parameters of the photovoltaic cells and panels. Sensors, 22(18), 6989.
10. Madhiarasan, M., & Louzazni, M. (2022). Analysis of artificial neural network: architecture, types, and forecasting applications. Journal of Electrical and Computer Engineering, 2022(1), 5416722.
11. Madhiarasan, M. (2021). Design and development of IoT based solar powered versatile moving robot for military application. International Journal of System Assurance Engineering and Management, 12(3), 437-450.
12. Madhiarasan, M., Louzazni, M., & Roy, P. P. (2021). Novel Cooperative Multi‐Input Multilayer Perceptron Neural Network Performance Analysis with Application of Solar Irradiance Forecasting. International Journal of Photoenergy, 2021(1), 7238293.
13. Madhiarasan, M. (2020). Accurate prediction of different forecast horizons wind speed using a recursive radial basis function neural network. Protection and Control of Modern Power Systems, 5(3), 1-9.
14. Madhiarasan, M., Keerthana, T., Rakesh, S., & Gopal, R. (2019). Modeling and implementation iot based transmission line monitoring, protection and control. Water and Energy International, 62(5), 35-39.
15. Madhiarasan, M., & Deepa, S. N. (2018). Determination of adequate hidden neurons in combo neural network using new formulation and fine tuning with IMGWOA for enrich wind-speed forecasting.
16. Madhiarasan, M., & Deepa, S. N. (2017). A new hybridized optimization algorithm to optimize echo state network for application in solar irradiance and wind speed forecasting. World Applied Sciences Journal, 35(4), 596-614.

Profile Details

WoS ResearcherID: B-9223-2017

https://orcid.org/0000-0003-2552-0400

https://www.au.dk/en/[email protected]

https://scholar.google.com/citations?user=F6Z-VwIAAAAJ&hl=en

https://www.researchgate.net/profile/Madhiarasan-Manoharan