default author photo

Jafar Milimonfared

Amirkabir University of Technology

P.O. Box 15875-4413

Tehran

Iran

  • Amirkabir University of Technology

SCHOLARLY PAPERS

4

DOWNLOADS

331

TOTAL CITATIONS

7

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

A Weighted Ensemble Learning-Based Autonomous Fault Diagnosis Method for Photovoltaic Systems Using Genetic Algorithm

Number of pages: 20 Posted: 16 Mar 2022
Aref Eskandari, Mohammadreza Aghaei, Jafar Milimonfared and Amir Nedaei
Amirkabir University of Technology, Norwegian University of Science and Technology (NTNU), Amirkabir University of Technology and Amirkabir University of Technology
Downloads 159 (474,889)
Citation 7

Abstract:

Loading...

Photovoltaic (PV) system, Fault diagnosis, Autonomous monitoring, Ensemble learning algorithm, Genetic algorithm (GA)

2.

An Interactive Autonomous Monitoring Model for Fault Diagnosis in Photovoltaic Arrays Based on Deep Reinforcement Learning

Number of pages: 22 Posted: 16 Sep 2023
Sherko Salehpour, Amir Nedaei, Aref Eskandari, Jafar Milimonfared and Mohammadreza Aghaei
Amirkabir University of Technology, Amirkabir University of Technology, Amirkabir University of Technology, Amirkabir University of Technology and Norwegian University of Science and Technology (NTNU)
Downloads 65 (933,592)

Abstract:

Loading...

Photovoltaic (PV) systems, fault detection, Autonomous monitoring, Deep reinforcement learning (DRL), Input space selection

3.

A Multi-Layer Integrative Approach for Diagnosis, Classification and Severity Detection of Electrical Faults in Photovoltaic Arrays

Number of pages: 36 Posted: 25 Apr 2023
Aref Eskandari, Amir Nedaei, Jafar Milimonfared and Mohammadreza Aghaei
Amirkabir University of Technology, Amirkabir University of Technology, Amirkabir University of Technology and Norwegian University of Science and Technology (NTNU)
Downloads 54 (1,031,043)

Abstract:

Loading...

Photovoltaic (PV) system, Fault detection and classification, Weighted ensemble learning (WEL), Multi-layer model, Genetic algorithm (GA), Feature selection algorithm

4.

Deep Reinforcement Learning Based Interactive Autonomous Monitoring for Fault Detection and Classification in Photovoltaic Arrays

Number of pages: 23 Posted: 14 Nov 2023
Sherko Salehpour, Amir Nedaei, Aref Eskandari, Jafar Milimonfared and Mohammadreza Aghaei
Amirkabir University of Technology, Amirkabir University of Technology, Amirkabir University of Technology, Amirkabir University of Technology and Norwegian University of Science and Technology (NTNU)
Downloads 53 (1,031,043)

Abstract:

Loading...

Photovoltaic (PV) systems, Fault detection, Autonomous monitoring, Deep reinforcement learning (DRL), Input space selection