| 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 | 101 | 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 | 100 | 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 | 60 | 2022 |
| 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 | 59 | 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 | 56 | 2020 |
| 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 | 55 | 2021 |
| 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, 9775-9789, 2021 | 54 | 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 | 53 | 2020 |
| 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 | 46 | 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 | 44 | 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 | 40 | 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 | 36 | 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 | 31 | 2022 |
| 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 | 31 | 2021 |
| Machine learning based PEVs load extraction and analysis A Mansour-Saatloo, A Moradzadeh, B Mohammadi-Ivatloo, A Ahmadian, ... Electronics 9 (7), 1150, 2020 | 29 | 2020 |
| Comparison and evaluation of the performance of various types of neural networks for planning issues related to optimal management of charging and discharging electric cars in … A Moradzadeh, K Khaffafi Emerging Science Journal 1 (4), 201-207, 2017 | 29 | 2017 |
| Introduction and literature review of power system challenges and issues A Ardeshiri, A Lotfi, R Behkam, A Moradzadeh, A Barzkar Application of machine learning and deep learning methods to power system …, 2021 | 28 | 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 | 26 | 2022 |
| Electric load forecasting under False Data Injection Attacks using deep learning A Moradzadeh, M Mohammadpourfard, C Konstantinou, I Genc, T Kim, ... Energy Reports 8, 9933-9945, 2022 | 25 | 2022 |
| 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 | 25 | 2022 |
Behnam Mohammadi ivatlooLUT University of Technology, Lappeenranta, FinlandVerified email at lut.fi
