Comparative analysis on hidden neurons estimation in multi layer perceptron neural networks for wind speed forecasting M MADHIARASAN, SN DEEPA Artificial Intelligence Review, 1-23, 2016 | 67 | 2016 |
A novel criterion to select hidden neuron numbers in improved back propagation networks for wind speed forecasting M Madhiarasan, SN Deepa Applied intelligence 44 (4), 878-893, 2016 | 64 | 2016 |
Accurate prediction of different forecast horizons wind speed using a recursive radial basis function neural network M Madhiarasan Protection and Control of Modern Power Systems 5 (1), 1-9, 2020 | 26 | 2020 |
Long-Term Wind Speed Forecasting using Spiking Neural Network Optimized by Improved Modified Grey Wolf Optimization Algorithm M MADHIARASAN, SN DEEPA International Journal of Advanced Research 4 (7), 356-368, 2016 | 22 | 2016 |
ELMAN Neural Network with Modified Grey Wolf Optimizer for Enhanced Wind Speed Forecasting M MADHIARASAN, SN DEEPA Circuits and Systems 7 (10), 2975-2995, 2016 | 19 | 2016 |
Performance investigation of six artificial neural networks for different time scale wind speed forecasting in three wind farms of coimbatore region M Madhiarasan, SN Deepa International Journal of Innovation and Scientific Research 23 (2), 380-411, 2016 | 14 | 2016 |
New criteria for estimating the hidden layer neuron numbers for recursive radial basis function networks and its application in wind speed forecasting M Madhiarasan, SN Deepa Asian Journal of Information Technology 15 (21), 4377-4391, 2016 | 11 | 2016 |
A Novel Method to Select Hidden Neurons in ELMAN Neural Network for Wind Speed Prediction Application M MADHIARASAN, SN DEEPA WSEAS TRANSACTIONS on POWER SYSTEMS 13, 13-30, 2018 | 10 | 2018 |
Application of Ensemble Neural Networks for Different Time Scale Wind Speed Prediction M MADHIARASAN, SN DEEPA International Journal of Innovative Research in Computer and Communication …, 2016 | 9 | 2016 |
Deep Neural Network Using New Training Strategy Based Forecasting Method for Wind Speed and Solar Irradiance Forecast M MADHIARASAN, SN DEEPA Middle-East Journal of Scientific Research 24 (12), 3730-3747, 2016 | 9 | 2016 |
Precisious estimation of solar irradiance by innovative neural network and identify exact hidden layer nodes through novel deciding standard M Madhiarasan, SN Deepa Asian Journal of Research in Social Sciences and Humanities 6 (12), 951-974, 2016 | 8 | 2016 |
Analysis of artificial neural network performance based on influencing factors for temperature forecasting applications M Madhiarasan, M Tipaldi, P Siano Journal of High Speed Networks 26 (3), 209-223, 2020 | 7 | 2020 |
Certain algebraic criteria for design of hybrid neural network models with applications in renewable energy forecasting M Madhiarasan Chennai, 2018 | 7 | 2018 |
A New Hybridized Optimization Algorithm to Optimize Echo State Network for Application in Solar Irradiance and Wind Speed Forecasting M MADHIARASAN, SN DEEPA World Applied Sciences Journal 35 (4), 596-614, 2017 | 7 | 2017 |
Review of Forecasters Application to Solar Irradiance Forecasting M MADHIARASAN, SN DEEPA International Journal of Scientific Research in Computer Science …, 2017 | 5 | 2017 |
Long-term wind speed prediction using artificial neural network-based approaches M Madhiarasan AIMS Geosciences 7 (4), 542-552, 2021 | 4 | 2021 |
Comprehensive Study of Various Forecasting Techniques for Forecast of Wind Speed in the Field of Wind Energy System. M Madhiarasan, SN Deepa TIDEE (TERI Information Digest on Energy & Environment) 15 (4), 2016 | 4 | 2016 |
Determination of adequate hidden neurons in combo neural network using new formulation and fine tuning with IMGWOA for enrich wind-speed forecasting M Madhiarasan, SN Deepa IndianJournals. com 9 (1), 89-101, 2018 | 3 | 2018 |
Different Forecasting Horizons Based Performance Analysis of Electricity Load Forecasting Using Multilayer Perceptron Neural Network M Madhiarasan, M Louzazni Forecasting 3 (4), 804-838, 2021 | 2 | 2021 |
MODELING AND IMPLEMENTATION IoT BASED TRANSMISSION LINE MONITORING, PROTECTION AND CONTROL M MADHIARASAN, K T, S Md, R S, G R Water and Energy International 62 (5), 35-39, 2019 | 2 | 2019 |