Interval Deep Generative Neural Network for Wind Speed Forecasting
Khodayar, Mahdi, Wang, Jianhui, Manthouri, Mohammad
Published in IEEE transactions on smart grid (01.07.2019)
Published in IEEE transactions on smart grid (01.07.2019)
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Journal Article
Energy Disaggregation via Deep Temporal Dictionary Learning
Khodayar, Mahdi, Wang, Jianhui, Wang, Zhaoyu
Published in IEEE transaction on neural networks and learning systems (01.05.2020)
Published in IEEE transaction on neural networks and learning systems (01.05.2020)
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Journal Article
Probabilistic Time-Varying Parameter Identification for Load Modeling: A Deep Generative Approach
Khodayar, Mahdi, Wang, Jianhui
Published in IEEE transactions on industrial informatics (01.03.2021)
Published in IEEE transactions on industrial informatics (01.03.2021)
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Journal Article
Convolutional Graph Autoencoder: A Generative Deep Neural Network for Probabilistic Spatio-Temporal Solar Irradiance Forecasting
Khodayar, Mahdi, Mohammadi, Saeed, Khodayar, Mohammad E., Wang, Jianhui, Liu, Guangyi
Published in IEEE transactions on sustainable energy (01.04.2020)
Published in IEEE transactions on sustainable energy (01.04.2020)
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Journal Article
Deep Learning-Based Time-Varying Parameter Identification for System-Wide Load Modeling
Cui, Mingjian, Khodayar, Mahdi, Chen, Chen, Wang, Xinan, Zhang, Ying, Khodayar, Mohammad E.
Published in IEEE transactions on smart grid (01.11.2019)
Published in IEEE transactions on smart grid (01.11.2019)
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Journal Article
Deep learning in power systems research: A review
Mahdi Khodayar, Guangyi Liu, Jianhui Wang, Mohammad E. Khodayar
Published in CSEE Journal of Power and Energy Systems (01.03.2021)
Published in CSEE Journal of Power and Energy Systems (01.03.2021)
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Journal Article
Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting
Khodayar, Mahdi, Kaynak, Okyay, Khodayar, Mohammad E.
Published in IEEE transactions on industrial informatics (01.12.2017)
Published in IEEE transactions on industrial informatics (01.12.2017)
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Journal Article
Deep Attention GRU-GRBM with Dropout for Fault Location in Power Distribution Networks
Khodayar, Mahdi, Farajzadeh Bavil, Ali, Khodayar, Mohammad E.
Published in 2024 IEEE Texas Power and Energy Conference (TPEC) (12.02.2024)
Published in 2024 IEEE Texas Power and Energy Conference (TPEC) (12.02.2024)
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Conference Proceeding
Deep recurrent extreme learning machine for behind-the-meter photovoltaic disaggregation
Saffari, Mohsen, Khodayar, Mahdi, Khodayar, Mohammad E.
Published in The Electricity journal (01.06.2022)
Published in The Electricity journal (01.06.2022)
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Journal Article