Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities

T Ahmad, D Zhang, C Huang, H Zhang, N Dai… - Journal of Cleaner …, 2021 - Elsevier
The energy industry is at a crossroads. Digital technological developments have the
potential to change our energy supply, trade, and consumption dramatically. The new …

Comprehensive overview of meta-heuristic algorithm applications on PV cell parameter identification

B Yang, J Wang, X Zhang, T Yu, W Yao, H Shu… - Energy Conversion and …, 2020 - Elsevier
Accurate parameter identification is crucial for a precise PV cell modelling and analysis of
characteristics of PV systems, while high nonlinearity of output IV curve makes this problem …

An intensive and comprehensive overview of JAYA algorithm, its versions and applications

RA Zitar, MA Al-Betar, MA Awadallah, IA Doush… - … Methods in Engineering, 2022 - Springer
In this review paper, JAYA algorithm, which is a recent population-based algorithm is
intensively overviewed. The JAYA algorithm combines the survival of the fittest principle from …

A new stochastic slime mould optimization algorithm for the estimation of solar photovoltaic cell parameters

C Kumar, TD Raj, M Premkumar, TD Raj - Optik, 2020 - Elsevier
With the help of accurate solar photovoltaic (PV) cell modeling, the PV system's performance
can be enhanced. However, PV cell modeling is erroneously caused by inaccurate solar cell …

Orthogonally adapted Harris hawks optimization for parameter estimation of photovoltaic models

S Jiao, G Chong, C Huang, H Hu, M Wang, AA Heidari… - Energy, 2020 - Elsevier
Extracting parameters and constructing high-precision models of photovoltaic modules
through actual current-voltage data is required for simulation, control, and optimization of a …

Teaching–learning–based artificial bee colony for solar photovoltaic parameter estimation

X Chen, B Xu, C Mei, Y Ding, K Li - Applied energy, 2018 - Elsevier
Parameters estimation of photovoltaic (PV) model based on experimental data plays an
important role in the simulation, evaluation, control, and optimization of PV systems. In the …

A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models

S Li, W Gong, Q Gu - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Photovoltaic (PV) cells are widely used for their clean and sustainable advantages, forcing
researchers to accurately model their characteristics. The behavior of PV cells can be …

Short-term wind speed forecasting based on the Jaya-SVM model

M Liu, Z Cao, J Zhang, L Wang, C Huang… - International Journal of …, 2020 - Elsevier
Wind energy is an emerging environmentally friendly energy source. However, due to the
uncertainty and volatility of wind speed, wind energy cannot be effectively exploited, and it is …

Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules

M Premkumar, P Jangir, R Sowmya, RM Elavarasan… - ISA transactions, 2021 - Elsevier
Parameters for defining photovoltaic models using measured voltage–current​
characteristics are essential for simulation, control, and evaluation of photovoltaic-based …

A review on meta-heuristics methods for estimating parameters of solar cells

D Oliva, M Abd Elaziz, AH Elsheikh, AA Ewees - Journal of Power Sources, 2019 - Elsevier
Sun is considered as an important source of energy, and nowadays it is studied by
researches from different areas. The current technologies are not able to convert solar …