PV arrays reconfiguration for partial shading mitigation: Recent advances, challenges and perspectives
B Yang, H Ye, J Wang, J Li, S Wu, Y Li, H Shu… - Energy Conversion and …, 2021 - Elsevier
An intractable but common problem in photovoltaic systems is that the power generated by
photovoltaic will reduce seriously due to partial shading. In order to solve this problem, the …
photovoltaic will reduce seriously due to partial shading. In order to solve this problem, the …
PV array reconfiguration techniques for maximum power optimization under partial shading conditions: A review
F Belhachat, C Larbes - Solar Energy, 2021 - Elsevier
Partial shading is a serious obstacle to effective utilization of photovoltaic (PV) systems since
it result in significant output power reduction. PV array reconfiguration strategy is one of the …
it result in significant output power reduction. PV array reconfiguration strategy is one of the …
Using machine learning in photovoltaics to create smarter and cleaner energy generation systems: A comprehensive review
Photovoltaic (PV) technologies are expected to play an increasingly important role in future
energy production. In parallel, machine learning has gained prominence because of a …
energy production. In parallel, machine learning has gained prominence because of a …
Memory, evolutionary operator, and local search based improved Grey Wolf Optimizer with linear population size reduction technique
Optimization of multi-modal functions is challenging even for evolutionary and swarm-based
algorithms as it requires an efficient exploration for finding the promising region of the …
algorithms as it requires an efficient exploration for finding the promising region of the …
Ancient Chinese magic square-based PV array reconfiguration methodology to reduce power loss under partial shading conditions
Non-uniform irradiation levels also have a negative impact on solar photovoltaic (PV)
systems, forcing them to increase their power losses. Each PV array row has different current …
systems, forcing them to increase their power losses. Each PV array row has different current …
Recent advances in Grey Wolf Optimizer, its versions and applications
The Grey Wolf Optimizer (GWO) has emerged as one of the most captivating swarm
intelligence methods, drawing inspiration from the hunting behavior of wolf packs. GWO's …
intelligence methods, drawing inspiration from the hunting behavior of wolf packs. GWO's …
A review of PV array reconfiguration techniques for maximum power extraction under partial shading conditions
Partial shading is a significant obstacle to the effective use of photovoltaic (PV) systems
because it reduces output power significantly. The output power reduction is not proportional …
because it reduces output power significantly. The output power reduction is not proportional …
A novel whale optimization algorithm integrated with Nelder–Mead simplex for multi-objective optimization problems
M Abdel-Basset, R Mohamed, S Mirjalili - Knowledge-Based Systems, 2021 - Elsevier
Recently, several meta-heuristics and evolutionary algorithms have been proposed for
tackling optimization problems. Such methods tend to suffer from degraded performance …
tackling optimization problems. Such methods tend to suffer from degraded performance …
Socio-inspired democratic political algorithm for optimal PV array reconfiguration to mitigate partial shading
B Yang, R Shao, M Zhang, H Ye, B Liu, T Bao… - Sustainable Energy …, 2021 - Elsevier
Time-varying environment conditions have significantly influenced operation performance of
photovoltaic generation. Partial shading condition is a typical problem which usually …
photovoltaic generation. Partial shading condition is a typical problem which usually …
Optimal mileage-based PV array reconfiguration using swarm reinforcement learning
This paper constructs a new optimal mileage-based PV array reconfiguration (OMAR) in a
PV power plant under partial shading conditions. It aims to maximize the power output of a …
PV power plant under partial shading conditions. It aims to maximize the power output of a …