[HTML][HTML] Critical skills needs and challenges for STEM/STEAM graduates increased employability and entrepreneurship in the solar energy sector

EH Amalu, M Short, PL Chong, DJ Hughes… - … and Sustainable Energy …, 2023 - Elsevier
Energy produced by photovoltaic module (PVM) is poised to deliver the UN Sustainable
Development Goal 7 (SDG-7) by 2030 and Net-Zero by 2050 but not until ample graduates …

[HTML][HTML] Ensemble LVQ Model for Photovoltaic Line-to-Line Fault Diagnosis Using K-Means Clustering and AdaGrad

P Ghaedi, A Eskandari, A Nedaei, M Habibi, P Parvin… - Energies, 2024 - mdpi.com
Line-to-line (LL) faults are one of the most frequent short-circuit conditions in photovoltaic
(PV) arrays which are conventionally detected and cleared by overcurrent protection devices …

Glass, Light, and Action: Radiant Horizons of Solar Photovoltaic Glass Illuminating Path to Smart Cities

B Singh, K Vig, C Kaunert, R Lal - Powering Industry 5.0 and …, 2024 - igi-global.com
The inevitable growth of urbanization, coupled with the imperative shift towards sustainable
development has propelled the emergence of smart cities as crucibles of innovation and …

PLC and Human Machine Interface based PV Condition Monitoring Structure Comprising an Innovative Fault Detection Scheme

A Nedaei, A Eskandari, N Pourshahbaz… - … on Energy Transition …, 2024 - ieeexplore.ieee.org
Photovoltaic (PV) systems operate outdoors and are inevitably exposed to various
environmental stresses. These stresses may result in several faults and failures which can …

An Intelligent Condition Monitoring Scheme For Photovoltaic Systems using Programmable Logic Controller

A Nedaei, A Eskandari, N Pourshahbaz… - … on Energy Transition …, 2024 - ieeexplore.ieee.org
Environmental and other stresses are constantly affecting photovoltaic (PV) components
which can end in various faults. The anomalous condition can reduce the PV output power …

PLC-HMI Based Photovoltaic System Condition Monitoring Structure Comprising an Innovative Fault Detection Scheme

N Pourshahbaz, A Nedaei, A Eskandari… - 2024 IEEE 52nd …, 2024 - ieeexplore.ieee.org
Photovoltaic (PV) systems operate outdoors and are inevitably exposed to various
environmental stresses. These stresses may result in several faults and failures which can …

A Bi-Level Line-Line Fault Detection Model for Photovoltaic Arrays Using RBM-Based Automatic Feature Extraction

A Nedaei, A Eskandari, J Milimonfared… - … on Future Energy …, 2023 - ieeexplore.ieee.org
Line-Line (LL) faults in PV arrays are usually very difficult to detect due to the production of
insufficient fault current under severe conditions such as low mismatch levels and high fault …

A Smart Step-by-Step Method for Fault Detection and Severity Assessment in Photovoltaic Arrays

A Nedaei, A Eskandari, J Milimonfared… - … on Future Energy …, 2023 - ieeexplore.ieee.org
This paper proposes a step-by-step fault identification model which includes five steps for
detection, classification and severity assessment of electrical faults at the DC side of PV …

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

S Salehpour, A Nedaei, A Eskandari… - Available at SSRN … - papers.ssrn.com
This study proposes a deep reinforcement learning (DRL)-based model for autonomous
monitoring in order to provide a comprehensive model for detection, classification and …

Two-Stage Deep Q-Network Reinforcement Learning Based Ultra-Efficient Fault Diagnosis and Severity Assessment Scheme for Photovoltaic Protection

S Salehpour, A Eskandari, A Nedaei… - Available at SSRN … - papers.ssrn.com
Early detection of faults in photovoltaic (PV) arrays has always been the center of attention to
maintain system efficiency and reliability. However, conventional protection devices have …