Spatio-temporal graph deep neural network for short-term wind speed forecasting M Khodayar, J Wang IEEE Transactions on Sustainable Energy 10 (2), 670-681, 2018 | 381 | 2018 |
Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting M Khodayar, O Kaynak, ME Khodayar IEEE Transactions on Industrial Informatics 13 (6), 2770-2779, 2017 | 327 | 2017 |
Interval deep generative neural network for wind speed forecasting M Khodayar, J Wang, M Manthouri IEEE Transactions on Smart Grid 10 (4), 3974-3989, 2018 | 168 | 2018 |
Convolutional graph autoencoder: A generative deep neural network for probabilistic spatio-temporal solar irradiance forecasting M Khodayar, S Mohammadi, ME Khodayar, J Wang, G Liu IEEE Transactions on Sustainable Energy 11 (2), 571-583, 2019 | 153 | 2019 |
Deep learning in power systems research: A review M Khodayar, G Liu, J Wang, ME Khodayar CSEE Journal of Power and Energy Systems 7 (2), 209-220, 2020 | 148 | 2020 |
Deep learning-based time-varying parameter identification for system-wide load modeling M Cui, M Khodayar, C Chen, X Wang, Y Zhang, ME Khodayar IEEE Transactions on Smart Grid 10 (6), 6102-6114, 2019 | 98 | 2019 |
Energy disaggregation via deep temporal dictionary learning M Khodayar, J Wang, Z Wang IEEE transactions on neural networks and learning systems 31 (5), 1696-1709, 2019 | 74 | 2019 |
Towards novel deep neuroevolution models: chaotic levy grasshopper optimization for short-term wind speed forecasting SMJ Jalali, S Ahmadian, M Khodayar, A Khosravi, V Ghasemi | 57 | 2021 |
Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning M Khodayar, G Liu, J Wang, O Kaynak, M Khodayar IEEE Transactions on Neural Networks and Learning Systems, 1-15, 2020 | 53 | 2020 |
Robust deep neural network for wind speed prediction M Khodayar, M Teshnehlab 2015 4th Iranian Joint congress on fuzzy and intelligent systems (CFIS), 1-5, 2015 | 46 | 2015 |
An advanced short-term wind power forecasting framework based on the optimized deep neural network models SMJ Jalali, S Ahmadian, M Khodayar, A Khosravi, M Shafie-khah, ... International Journal of Electrical Power & Energy Systems 141, 108143, 2022 | 44 | 2022 |
Deep learning for pattern recognition of photovoltaic energy generation M Khodayar, M Khodayar, SMJ Jalali The Electricity Journal 34 (1), 1-6, 2021 | 41 | 2021 |
Probabilistic Time-Varying Parameter Identification for Load Modeling: A Deep Generative Approach M Khodayar, J Wang IEEE Transactions on Industrial Informatics, 2020 | 41 | 2020 |
A New Ensemble Reinforcement Learning Strategy for Solar Irradiance Forecasting using Deep Optimized Convolutional Neural Network Models SMJ Jalali, M Khodayar, S Ahmadian, M Shafie-khah, A Khosravi, ... International Conference on Smart Energy Systems and Technologies (SEST), 1-6, 2021 | 24 | 2021 |
Stochastic Expansion Planning of Battery Energy Storage for the Interconnected Distribution and Data Networks AH Alobaidi, M Khodayar, A Vafamehr, H Gangammanavar, M Khodayar International Journal of Electrical Power and Energy Systems, 2021 | 17 | 2021 |
Deep Convolutional Graph Rough Variational Auto-Encoder for Short-Term Photovoltaic Power Forecasting M Saffari, M Khodayar, SMJ Jalali, M Shafie-khah, JPS Catalão International Conference on Smart Energy Systems and Technologies (SEST), 1-6, 2021 | 17 | 2021 |
Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point Process M Saffari, M Khodayar, MS Ebrahimi Saadabadi, AF Sequeira, ... Sensors 21 (5), 2021 | 16 | 2021 |
Deep Generative Graph Distribution Learning for Synthetic Power Grids M Khodayar, J Wang, Z Wang https://arxiv.org/abs/1901.09674, 2019 | 16 | 2019 |
Deep Generative Graph Distribution Learning for Synthetic Power Grids M Khodayar, J Wang, Z Wang | 16* | |
Distribution service restoration with renewable energy sources: a review AH Alobaidi, SS Fazlhashemi, M Khodayar, J Wang, ME Khodayar IEEE Transactions on Sustainable Energy 14 (2), 1151-1168, 2022 | 15 | 2022 |