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 …
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 …
Optimal PV array reconfiguration under partial shading condition through dynamic leader based collective intelligence
Y Wang, B Yang - Protection and Control of Modern Power …, 2023 - ieeexplore.ieee.org
This paper applies the innovative idea of DLCI to PV array reconfiguration under various
PSCs to capture the maximum output power of a PV generation system. DLCI is a hybrid …
PSCs to capture the maximum output power of a PV generation system. DLCI is a hybrid …
Partial shading mitigation in PV arrays through dragonfly algorithm based dynamic reconfiguration
The susceptibility of the PV array towards partial shading has raised a major reliability
concern for efficient power generation. The partial shading forces the arrays to generate …
concern for efficient power generation. The partial shading forces the arrays to generate …
A multi-agent deep reinforcement learning approach enabled distributed energy management schedule for the coordinate control of multi-energy hub with gas …
In recent years, due to the deeply concerns on environment protection, the production,
transformation and utilization of the energy sources with a more efficient and various way …
transformation and utilization of the energy sources with a more efficient and various way …
Photovoltaic array reconfiguration under partial shading conditions for maximum power extraction: A state-of-the-art review and new solution method
Non-uniform irradiance due to partial shading conditions (PSCs) reduces the power
delivered by the photovoltaic (PV) cell. The output power reduction in the PV arrays directly …
delivered by the photovoltaic (PV) cell. The output power reduction in the PV arrays directly …
Adaptive evolutionary jellyfish search algorithm based optimal photovoltaic array reconfiguration under partial shading condition for maximum power extraction
B Yang, M Zhang, Z Guo, P Cao, J Yang, G He… - Expert Systems with …, 2023 - Elsevier
This paper proposes an adaptive evolutionary jellyfish search algorithm (AEJSA) to
optimally reconfigure photovoltaic (PV) array under partial shading condition (PSC) for real …
optimally reconfigure photovoltaic (PV) array under partial shading condition (PSC) for real …
Triple X Sudoku reconfiguration for alleviating shading effect on total-cross-tied PV array
The harmful impact of the partial shading and existing defect modules in the entire PV array
are the prime issues that should be handled. Dynamically reconfiguring the PV arrays under …
are the prime issues that should be handled. Dynamically reconfiguring the PV arrays under …
A critical review on advanced reconfigured models and metaheuristics-based MPPT to address complex shadings of solar array
An intricate issue suffered by photovoltaic systems is partial shading condition (PSC) which
is an unavoidable and complex problem. It degrades the maximum power generation and …
is an unavoidable and complex problem. It degrades the maximum power generation and …
Priority queue-based switching matrix algorithm for adaptive neuro-fuzzy inference system assisted MPPT controlled PV system
The photovoltaic array output is substantially mitigated by regularly occurring, inevitable
shadowing conditions. Subsequently, the array's characteristics exhibit several peaks, which …
shadowing conditions. Subsequently, the array's characteristics exhibit several peaks, which …