متابعة
Arash Moradzadeh
Arash Moradzadeh
Ph.D. Candidate in Power Electrical Engineering, University of Tabriz; RA at Qatar University
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
1422020
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
1272020
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
1012022
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
772021
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
772021
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
732020
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
662021
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
622021
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
592020
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
542022
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
542021
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
532022
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
502021
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
502020
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
492021
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
442021
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
372021
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
352022
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
352022
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
342021
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مقالات 1–20