Novel parameter extraction for Single, Double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt-Hall-Hall-Hausman

作     者：Ridha, Hussein Mohammed Hizam, Hashim Mirjalili, Seyedali Othman, Mohammad Lutfi Ya'acob, Mohammad Effendy Ahmadipour, Masoud 

作者机构：Univ Putra Malaysia Fac Engn Dept Elect & Elect Engn Serdang 43400 Malaysia Univ Putra Malaysia Fac Engn Adv Lightning Power & Energy Res Serdang 43400 Malaysia Univ Al Mustansiriyah Dept Comp Engn Baghdad 10001 Iraq Torrens Univ Australia Ctr Artificial Intelligence Res & Optimizat Fortitude Valley Brisbane Qld 4006 Australia Yonsei Univ Yonsei Frontier Lab Seoul South Korea Univ Putra Malaysia Fac Engn Dept Proc & Food Engn Serdang 43400 Selangor Malaysia Univ Teknol MARA Coll Engn Sch Elect Engn Shah Alam 40450 Selangor Malaysia Obuda Univ Univ Res & Innovat Ctr H-1034 Budapest Hungary 

出 版 物：《SOLAR ENERGY》 (太阳能)

年 卷 期：2022年第243卷

页      面：35-61页

核心收录：

学科分类：0820[工学-石油与天然气工程] 080703[工学-动力机械及工程] 08[工学] 0807[工学-动力工程及工程热物理] 

基　　金：xx 

主　　题：Photovoltaic cell Meta-heuristic Parameter extraction Arithmetic optimization algorithm Berndt-Hall-Hall-Hausman algorithm 

摘      要：Experimental data-oriented parameter extraction helps in giving an accurate assessment to forecast the output current of the photovoltaic cells. This may be very beneficial in the modeling, optimization, partial shading, and assessment of the PV systems both practically and conceptually. Attributed to the reason that hybrid techniques incorporate the advantages of two or more algorithms, they outperform stochastic methods in solving the given complex multi-dimensional and multi-model optimization problems. Many authors have proposed hybrid methods to improve precision, steadiness, and overall efficiency. However, most of the algorithms concentrate on the methodology in the literature, and little attention has been paid to the objective function formulation, leading to a theoretical void in this area of research. In this work, we present a robust adaptive Arithmetic Optimization Algorithm based on the adaptive damping Berndt-hall-hall-Hausman (RaAOAAdBHHH) approach to efficacity determine the parameters of the single, double, and three diode PV model. The experimental results demonstrate that the proposed RaAOAAdBHHH approach successfully minimizes error to zero with rapid convergence, as determined by different statistical criteria and compared to experimental data.