Parameter estimation of photovoltaic system using imperialist competitive algorithm

被引：145
|
作者：
Fathy, Ahmed [1 ]
Rezk, Hegazy [2 ,3 ]
机构：
[1] Zagazig Univ, Fac Engn, Elect Power & Machine Dept, Zagazig, Egypt
[2] Prince Sattam Bin Abdulaziz Univ, Coll Engn Wadi Addawaser, Al Kharj, Saudi Arabia
[3] Minia Univ, Fac Engn, Dept Elect Engn, Al Minya, Egypt
来源：
RENEWABLE ENERGY | 2017年 / 111卷
关键词：
PV parameter estimation; Imperialist competitive algorithm; Single diode model; Double diode model; SOLAR-CELL; SINGLE-DIODE; EXTRACTION; IDENTIFICATION;
D O I：
10.1016/j.renene.2017.04.014
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
This paper presents a reliable methodology based on imperialist competitive algorithm (ICA) for estimating the optimal parameters of photovoltaic (PV) generating unit. The PV system is simulated by single diode model and double diode model. The proposed constrained objective function is derived from the voltage-power curve of the PV system which has unique maximum power point (MPP). The analysis is performed on different types of PV systems; mono-crystalline, poly-crystalline and amorphous modules. The validation of ICA is investigated for PV cell/module operated under different irradiances and temperatures; the obtained results are compared with experimental data and other reported meta-heuristic optimization algorithms. The results confirm the validity and reliability of ICA in extracting the optimal parameters of the PV generating unit. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码：307 / 320
页数：14
相关论文
共 50 条
  • [21] Parameter estimation of photovoltaic modules using a hybrid flower pollination algorithm
    Xu, Shuhui
    Wang, Yong
    ENERGY CONVERSION AND MANAGEMENT, 2017, 144 : 53 - 68
  • [22] Parameter estimation of a photovoltaic array using direct search optimization algorithm
    Osheba, Dina S. M.
    Azazi, Haitham Z.
    Shokralla, S. S.
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (04)
  • [23] A Parameter Estimation of Photovoltaic Models Using a Boosting Flower Pollination Algorithm
    Liu, Shuai
    Yang, Yuqi
    Qin, Hui
    Liu, Guanjun
    Qu, Yuhua
    Deng, Shan
    Gao, Yuan
    Li, Jiangqiao
    Guo, Jun
    SENSORS, 2023, 23 (19)
  • [24] Parameter estimation of photovoltaic models using an improved marine predators algorithm
    Abdel-Basset, Mohamed
    El-Shahat, Doaa
    Chakrabortty, Ripon K.
    Ryan, Michael
    ENERGY CONVERSION AND MANAGEMENT, 2021, 227
  • [25] Performance Analysis of the Imperialist Competitive Algorithm Using Benchmark Functions
    Florenzano Mollinetti, Marco Antonio
    Magalhaes Almeida, Jose Ney
    Pereira, Rodrigo Lisboa
    Teixeira, Otavio Noura
    2013 INTERNATIONAL CONFERENCE OF SOFT COMPUTING AND PATTERN RECOGNITION (SOCPAR), 2013, : 349 - 353
  • [26] Learning Fuzzy Cognitive Maps using Imperialist Competitive Algorithm
    Sadra Ahmadi
    Nafiseh Forouzideh
    Somayeh Alizadeh
    Elpiniki Papageorgiou
    Neural Computing and Applications, 2015, 26 : 1333 - 1354
  • [27] Team Formation in Social Networks Using Imperialist Competitive Algorithm
    Tan, Wenan
    Jin, Ting
    CLOUD COMPUTING AND SECURITY, PT VI, 2018, 11068 : 710 - 722
  • [28] Wind farm layout optimization using imperialist competitive algorithm
    Kiamehr, Koosha
    Hannani, Siamak Kazemzadeh
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2014, 6 (04)
  • [29] Wireless Sensor Network Localization using Imperialist Competitive Algorithm
    Sayadnavard, Monireh H.
    Haghighat, Abolfazl T.
    Abdechiri, Matjan
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 9 (ICCSIT 2010), 2010, : 818 - 822
  • [30] OPTIMIZATION OF FGM SANDWICH BEAMS USING IMPERIALIST COMPETITIVE ALGORITHM
    Kamarian, Saeed
    Shakeri, Mahmoud
    M2D2015: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MECHANICS AND MATERIALS IN DESIGN, 2015, : 1515 - 1516
12345