A dynamic thermal model for a photovoltaic module under varying atmospheric conditions

被引:10
|
作者
Korab, Roman [1 ,2 ,6 ]
Polomski, Marcin [1 ,3 ]
Naczynski, Tomasz [1 ,4 ]
Kandzia, Tomasz [1 ,5 ]
机构
[1] Silesian Tech Univ, Gliwice, Poland
[2] Silesian Tech Univ, Fac Elect Engn, Dept Power Syst & Control, Gliwice, Poland
[3] Silesian Tech Univ, Fac Automatic Control Elect & Comp Sci, Dept Algorithm & Software, Gliwice, Poland
[4] Silesian Tech Univ, Joint Doctoral Sch, Gliwice, Poland
[5] Silesian Tech Univ, Grad Fac Elect Engn, Gliwice, Poland
[6] Silesian Tech Univ, Akad 2A44-100, Gliwice, Poland
关键词
Photovoltaic module; Temperature prediction; Dynamic thermal model; Finite difference method; Particle swarm optimization; OPERATING TEMPERATURE; PARTICLE SWARM; PERFORMANCE;
D O I
10.1016/j.enconman.2023.116773
中图分类号
O414.1 [热力学];
学科分类号
摘要
Operating temperature strongly affects the performance of the photovoltaic module. Thus, the accurate estima-tion of the module temperature plays an important role in the assessment of photovoltaic system generation. In this article, it was shown that the existing empirical models are characterized by a limited accuracy in determining the module temperature under varying atmospheric conditions, and the estimation error exceeded 25 degrees C. This feature of empirical models results from the neglect of the thermal inertia of the module. To solve this problem, a dynamic thermal model for the photovoltaic module was proposed. The proposed model is based on the Finite Difference Method and only uses data on the ambient temperature, solar irradiation, and wind speed. The model coefficients were optimized using the Particle Swarm Optimization method. Developed model was benchmarked against field measurements at the Silesian University of Technology, Poland. The performance of the proposed model was also compared with the performance of the dynamic thermal model proposed by Barry et al., using measurements from systems located in the Allgau region, Germany. The results demonstrated the effectiveness of the proposed dynamic thermal model for the correct calculation of the photovoltaic module temperature under varying weather conditions. The temperature estimation error did not exceed 9 degrees C.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Coupled electrical-thermal modelling of photovoltaic modules under dynamic conditions
    Gu, Wenbo
    Ma, Tao
    Shen, Lu
    Li, Meng
    Zhang, Yijie
    Zhang, Wenjie
    ENERGY, 2019, 188
  • [22] A detailed thermal-electrical model of three photovoltaic/thermal (PV/T) hybrid air collectors and photovoltaic (PV) module: Comparative study under Algiers climatic conditions
    Slimani, Mohamed El Amine
    Amirat, Madjid
    Kurucz, Ildiko
    Bahria, Sofiane
    Hamidat, Abderrahmane
    Chaouch, Wafa Braham
    ENERGY CONVERSION AND MANAGEMENT, 2017, 133 : 458 - 476
  • [23] Modelling and Simulation of Photovoltaic Arrays under Varying Conditions
    Burns, Paul
    Anani, Nader
    2014 9TH INTERNATIONAL SYMPOSIUM ON COMMUNICATION SYSTEMS, NETWORKS & DIGITAL SIGNAL PROCESSING (CSNDSP), 2014, : 831 - 834
  • [24] Thermal management and performance augmentation of photovoltaic module subjected to actual dynamic conditions with passive cooling techniques
    Unnikrishnan, K. S.
    Guduru, Prudhvinath
    Sai, Praneeth Atti
    Singh, Gaurav
    Prakash, Jayant
    Rohinikumar, B.
    JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY, 2024, 149 (11) : 5823 - 5841
  • [25] Towards Thermal Fatigue Modeling of Photovoltaic Panels Under the Gulf Region Harsh Atmospheric Conditions
    Barth, Nicolas
    Ahzi, Said
    Al Otaibi, Zaid S.
    2016 17TH INTERNATIONAL CONFERENCE ON THERMAL, MECHANICAL AND MULTI-PHYSICS SIMULATION AND EXPERIMENTS IN MICROELECTRONICS AND MICROSYSTEMS (EUROSIME), 2016,
  • [26] Dynamic Performance Improvement Using Model Reference Adaptive Control of Photovoltaic Systems under Fast-Changing Atmospheric Conditions
    Mindzie, Yves Abessolo
    Kenfack, Joseph
    Joseph, Voufo
    Nzotcha, Urbain
    Djanssou, Dieudonne Marcel
    Mbounguen, Raphael
    INTERNATIONAL JOURNAL OF PHOTOENERGY, 2023, 2023
  • [27] Performance of Solar Photovoltaic Module under partial shading conditions
    Samantaray, Pragyanshree
    Sasmita, Sushree
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16), 2016,
  • [28] Numerical investigation of a photovoltaic module under different weather conditions
    Soliman, Ahmed Saad
    Xu, Li
    Dong, Junguo
    Cheng, Ping
    ENERGY REPORTS, 2022, 8 : 1045 - 1058
  • [29] Experimental investigation of the bifacial photovoltaic module under real conditions
    Gu, Wenbo
    Li, Senji
    Liu, Xing
    Chen, Zhenwu
    Zhang, Xiaochun
    Ma, Tao
    RENEWABLE ENERGY, 2021, 173 : 1111 - 1122
  • [30] Electrical and thermal modelling to evaluate photovoltaic module performance in varying outdoor condition
    Brahma, Honey
    Baruah, Labanya
    Sarmah, Nabin
    2018 2ND INTERNATIONAL CONFERENCE ON POWER, ENERGY AND ENVIRONMENT: TOWARDS SMART TECHNOLOGY (ICEPE), 2018,