The prediction of photovoltaic module temperature with artificial neural networks

被引:0
|
作者
Ceylan, Ilhan [1 ]
Erkaymaz, Okan [2 ]
Gedik, Engin [1 ]
Gurel, Ali Etem [3 ]
机构
[1] Energy Systems Engineering, Technology Faculty, Karabuk University, Karabuk, Turkey
[2] Department of Biomedical Engineering, Engineering Faculty, Bulent Ecevit University, 67100 Zonguldak, Turkey
[3] Department of Electrical and Energy, Duzce Vocational School, Duzce University, Duzce, Turkey
关键词
Ambient air temperature - Electrical efficiency - Experimental system - Module temperature - Outside-air temperature - Photovoltaic modules - Photovoltaic power - Power products;
D O I
10.1016/j.csite.2014.02.001
中图分类号
学科分类号
摘要
引用
收藏
页码:11 / 20
相关论文
共 50 条
  • [21] Prediction in Photovoltaic Power by Neural Networks
    Rosato, Antonello
    Altilio, Rosa
    Araneo, Rodolfo
    Panella, Massimo
    ENERGIES, 2017, 10 (07)
  • [22] Prediction of Power Production from a Single Axis Photovoltaic System by Artificial Neural Networks
    Kayri, Ismail
    Gencoglu, Muhsin Tunay
    2017 14TH INTERNATIONAL CONFERENCE ON ENGINEERING OF MODERN ELECTRIC SYSTEMS (EMES), 2017, : 212 - 215
  • [23] Prediction of Case Temperature for Monitoring IGBT Power Module Using Artificial Neural Network
    Chen, Minyou
    Xu, Shengyou
    Ran, Li
    Xiang, Dawei
    Wallie, Peter
    INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE, 2012, 7 (01): : 3240 - 3247
  • [24] Research on Temperature Rising Prediction of Distribution Transformer by Artificial Neural Networks
    Zhang, Wenxin
    Pan, Jeng-Shyang
    Tseng, Yen-Ming
    GENETIC AND EVOLUTIONARY COMPUTING, 2018, 579 : 144 - 152
  • [25] Artificial neural networks for automated year-round temperature prediction
    Smith, Brian A.
    Hoogenboom, Gerrit
    McClendon, Ronald W.
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2009, 68 (01) : 52 - 61
  • [26] Artificial neural networks in prediction of mechanical behavior of concrete at high temperature
    Mukherjee, A
    Biswas, SN
    NUCLEAR ENGINEERING AND DESIGN, 1997, 178 (01) : 1 - 11
  • [27] Prediction of daily sea surface temperature using artificial neural networks
    Aparna, S. G.
    D'Souza, Selrina
    Arjun, N. B.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2018, 39 (12) : 4214 - 4231
  • [28] MULTIVARIATE PREDICTION OF AIRFLOW AND TEMPERATURE DISTRIBUTIONS USING ARTIFICIAL NEURAL NETWORKS
    Song, Zhihang
    Murray, Bruce T.
    Sammakia, Bahgat
    PROCEEDINGS OF THE ASME PACIFIC RIM TECHNICAL CONFERENCE AND EXHIBITION ON PACKAGING AND INTEGRATION OF ELECTRONIC AND PHOTONIC SYSTEMS, MEMS AND NEMS 2011, VOL 2, 2012, : 595 - 604
  • [29] Cuckoo Search for Determining Artificial Neural Network Training Parameters in Modeling Operating Photovoltaic Module Temperature
    Sulaiman, Shahril Irwan
    Zainol, Nur Zahidah
    Othman, Zulkifli
    Zainuddin, Hedzlin
    2014 PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION & CONTROL (ICMIC), 2014, : 306 - 309
  • [30] Forecasting the Working Temperature of a Concentrator Photovoltaic Module by Using Artificial Neural Network-Based Model
    Cancro, Carmine
    Ferlito, Sergio
    Graditi, Giorgio
    12TH INTERNATIONAL CONFERENCE ON CONCENTRATOR PHOTOVOLTAIC SYSTEMS (CPV-12), 2016, 1766