| Short-term load forecasting of microgrid via hybrid support vector regression and long short-term memory algorithms A Moradzadeh, S Zakeri, M Shoaran, B Mohammadi-Ivatloo, ... Sustainability 12 (17), 7076, 2020 | 176 | 2020 |
| Performance evaluation of two machine learning techniques in heating and cooling loads forecasting of residential buildings A Moradzadeh, A Mansour-Saatloo, B Mohammadi-Ivatloo, ... Applied Sciences 10 (11), 3829, 2020 | 175 | 2020 |
| Hybrid CNN-LSTM approaches for identification of type and locations of transmission line faults A Moradzadeh, H Teimourzadeh, B Mohammadi-Ivatloo, K Pourhossein International Journal of Electrical Power & Energy Systems 135, 107563, 2022 | 151 | 2022 |
| High impedance single-phase faults diagnosis in transmission lines via deep reinforcement learning of transfer functions H Teimourzadeh, A Moradzadeh, M Shoaran, B Mohammadi-Ivatloo, ... IEEE Access 9, 15796-15809, 2021 | 105 | 2021 |
| Locating inter-turn faults in transformer windings using isometric feature mapping of frequency response traces A Moradzadeh, K Pourhossein, B Mohammadi-Ivatloo, F Mohammadi IEEE Transactions on Industrial Informatics 17 (10), 6962-6970, 2020 | 105 | 2020 |
| A comprehensive review on energy saving options and saving potential in low voltage electricity distribution networks: Building and public lighting O Sadeghian, A Moradzadeh, B Mohammadi-Ivatloo, M Abapour, ... Sustainable Cities and Society 72, 103064, 2021 | 102 | 2021 |
| Turn-to-turn short circuit fault localization in transformer winding via image processing and deep learning method A Moradzadeh, H Moayyed, B Mohammadi-Ivatloo, GB Gharehpetian, ... IEEE Transactions on Industrial Informatics 18 (7), 4417-4426, 2021 | 95 | 2021 |
| Heating and cooling loads forecasting for residential buildings based on hybrid machine learning applications: A comprehensive review and comparative analysis A Moradzadeh, B Mohammadi-Ivatloo, M Abapour, A Anvari-Moghaddam, ... Ieee Access 10, 2196-2215, 2021 | 91 | 2021 |
| A cyber-secure generalized supermodel for wind power forecasting based on deep federated learning and image processing H Moayyed, A Moradzadeh, B Mohammadi-Ivatloo, AP Aguiar, ... Energy Conversion and Management 267, 115852, 2022 | 80 | 2022 |
| Data mining applications to fault diagnosis in power electronic systems: A systematic review A Moradzadeh, B Mohammadi-Ivatloo, K Pourhossein, ... IEEE Transactions on Power Electronics 37 (5), 6026-6050, 2021 | 80 | 2021 |
| Photovoltaic array reconfiguration under partial shading conditions for maximum power extraction: A state-of-the-art review and new solution method S Rezazadeh, A Moradzadeh, K Pourhossein, M Akrami, ... Energy Conversion and Management 258, 115468, 2022 | 74 | 2022 |
| A practical solution based on convolutional neural network for non-intrusive load monitoring A Moradzadeh, B Mohammadi-Ivatloo, M Abapour, A Anvari-Moghaddam, ... Journal of Ambient Intelligence and Humanized Computing 12 (10), 9775-9789, 2021 | 70 | 2021 |
| Improving residential load disaggregation for sustainable development of energy via principal component analysis A Moradzadeh, O Sadeghian, K Pourhossein, B Mohammadi-Ivatloo, ... Sustainability 12 (8), 3158, 2020 | 67 | 2020 |
| Deep learning-assisted short-term load forecasting for sustainable management of energy in microgrid A Moradzadeh, H Moayyed, S Zakeri, B Mohammadi-Ivatloo, AP Aguiar Inventions 6 (1), 15, 2021 | 59 | 2021 |
| A novel prime numbers-based PV array reconfiguration solution to produce maximum energy under partial shade conditions S Rezazadeh, A Moradzadeh, SM Hashemzadeh, K Pourhossein, ... Sustainable Energy Technologies and Assessments 47, 101498, 2021 | 57 | 2021 |
| Generation units maintenance in combined heat and power integrated systems using the mixed integer quadratic programming approach O Sadeghian, A Moradzadeh, B Mohammadi-Ivatloo, M Abapour, ... Energies 13 (11), 2840, 2020 | 56 | 2020 |
| Short-term electricity demand forecasting via variational autoencoders and batch training-based bidirectional long short-term memory A Moradzadeh, H Moayyed, K Zare, B Mohammadi-Ivatloo Sustainable Energy Technologies and Assessments 52, 102209, 2022 | 54 | 2022 |
| A secure federated deep learning-based approach for heating load demand forecasting in building environment A Moradzadeh, H Moayyed, B Mohammadi-Ivatloo, AP Aguiar, ... IEEE Access 10, 5037-5050, 2021 | 50 | 2021 |
| Deep learning-based cyber resilient dynamic line rating forecasting A Moradzadeh, M Mohammadpourfard, I Genc, ŞS Şeker, ... International Journal of Electrical Power & Energy Systems 142, 108257, 2022 | 48 | 2022 |
| Photovoltaic array reconfiguration under partial shading conditions for maximum power extraction via knight's tour technique S Rezazadeh, A Moradzadeh, K Pourhossein, B Mohammadi-Ivatloo, ... Journal of Ambient Intelligence and Humanized Computing 14 (9), 11545-11567, 2023 | 47 | 2023 |
Behnam Mohammadi ivatlooLUT University of Technology, Lappeenranta, FinlandVerified email at lut.fi
