Short-Term Load Forecasting of Microgrid via Hybrid Support Vector Regression and Long Short-Term Memory Algorithms

by Arash Moradzadeh, Sahar Zakeri, Maryam Shoaran, Behnam Mohammadi-Ivatloo, Fazel Mohamamdi
Published 2020-08-01

Performance Evaluation of Two Machine Learning Techniques in Heating and Cooling Loads Forecasting of Residential Buildings

by Arash Moradzadeh, Amin Mansour-Saatloo, Behnam Mohammadi-Ivatloo, Amjad Anvari-Moghaddam
Published 2020-05-01

High Impedance Single-Phase Faults Diagnosis in Transmission Lines via Deep Reinforcement Learning of Transfer Functions

by Hamid Teimourzadeh, Arash Moradzadeh, Maryam Shoaran, Behnam Mohammadi-Ivatloo, Reza Razzaghi
Published 2021-01-01

Deep Learning-Assisted Short-Term Load Forecasting for Sustainable Management of Energy in Microgrid

by Arash Moradzadeh, Hamed Moayyed, Sahar Zakeri, Behnam Mohammadi-Ivatloo, A. Pedro Aguiar
Published 2021-02-01

Improving Residential Load Disaggregation for Sustainable Development of Energy via Principal Component Analysis

by Arash Moradzadeh, Omid Sadeghian, Kazem Pourhossein, Behnam Mohammadi-Ivatloo, Amjad Anvari-Moghaddam
Published 2020-04-01

Machine Learning Based PEVs Load Extraction and Analysis

by Amin Mansour-Saatloo, Arash Moradzadeh, Behnam Mohammadi-Ivatloo, Ali Ahmadian, Ali Elkamel
Published 2020-07-01

Generation Units Maintenance in Combined Heat and Power Integrated Systems Using the Mixed Integer Quadratic Programming Approach

by Omid Sadeghian, Arash Moradzadeh, Behnam Mohammadi-Ivatloo, Mehdi Abapour, Fausto Pedro Garcia Marquez
Published 2020-06-01