A Review on Digital Twins and Its Application in the Modeling of Photovoltaic Installations

被引:3
|
作者
Angelova, Dorotea Dimitrova [1 ]
Fernandez, Diego Carmona [2 ]
Godoy, Manuel Calderon [2 ]
Moreno, Juan Antonio Alvarez [2 ]
Gonzalez, Juan Felix Gonzalez [1 ]
机构
[1] Univ Extremadura, Ind Engn Sch, Dept Appl Phys, Ave Elvas S-N, Badajoz 06006, Spain
[2] Univ Extremadura, Ind Engn Sch, Dept Elect Engn Elect & Automat, Ave Elvas S-N, Badajoz 06006, Spain
关键词
Industry; 4.0; digital twin (DT); review; photovoltaic installations; renewable energies; POWER POINT TRACKING; FAULT-DIAGNOSIS; RELIABILITY; CHALLENGES; CONVERTERS; FAILURE; SYSTEMS; SINGLE; MPPT;
D O I
10.3390/en17051227
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Industry 4.0 is in continuous technological growth that benefits all sectors of industry and society in general. This article reviews the Digital Twin (DT) concept and the interest of its application in photovoltaic installations. It compares how other authors use the DT approach in photovoltaic installations to improve the efficiency of the renewable energy generated and consumed, energy prediction and the reduction of the operation and maintenance costs of the photovoltaic installation. It reviews how, by providing real-time data and analysis, DTs enable more informed decision-making in the solar energy sector. The objectives of the review are to study digital twin technology and to analyse its application and implementation in PV systems.
引用
收藏
页数:29
相关论文
共 50 条
  • [41] Modeling and simulations of lightning protection installations for facilities equipped with a photovoltaic installation
    Sobieska, Emilia
    Sobolewski, Konrad
    PRZEGLAD ELEKTROTECHNICZNY, 2021, 97 (06): : 86 - 90
  • [42] Open Source Modeling of Advanced Inverter Functions for Solar Photovoltaic Installations
    Sunderman, Wes
    Dugan, Roger C.
    Smith, Jeff
    2014 IEEE PES T&D CONFERENCE AND EXPOSITION, 2014,
  • [43] A review on the numerical and experimental modeling of the floatover installations
    Fang, Xukai
    Guo, Xiaoxian
    Tian, Xinliang
    Wang, Peng
    Lu, Wenyue
    Li, Xin
    OCEAN ENGINEERING, 2023, 272 : 1 - 27
  • [44] A review on the numerical and experimental modeling of the floatover installations
    Fang, Xukai
    Guo, Xiaoxian
    Tian, Xinliang
    Wang, Peng
    Lu, Wenyue
    Li, Xin
    OCEAN ENGINEERING, 2023, 272
  • [45] Dynamic probability modeling of photovoltaic strings and its application in fault diagnosis
    Su, Ying
    Pan, Jingna
    Wu, Haifei
    Sun, Shuang
    Zou, Zubing
    Li, Jiaqi
    Pan, Bingrong
    Zhu, Honglu
    Energy Reports, 2022, 8 : 6270 - 6279
  • [46] Dynamic probability modeling of photovoltaic strings and its application in fault diagnosis
    Su, Ying
    Pan, Jingna
    Wu, Haifei
    Sun, Shuang
    Zou, Zubing
    Li, Jiaqi
    Pan, Bingrong
    Zhu, Honglu
    ENERGY REPORTS, 2022, 8 : 6270 - 6279
  • [47] Digital Twins in Healthcare: An Architectural Proposal and Its Application in a Social Distancing Case Study
    De Benedictis, Alessandra
    Mazzocca, Nicola
    Somma, Alessandra
    Strigaro, Carmine
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (10) : 5143 - 5154
  • [48] Digital Twins-based Application Development for Digital Manufacturing
    Georgakopoulos, Dimitrios
    Bamunuarachchi, Dinithi
    2021 IEEE 7TH INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING (CIC 2021), 2021, : 87 - 95
  • [49] Integrating Social Dimensions into Urban Digital Twins: A Review and Proposed Framework for Social Digital Twins
    Qanazi, Saleh
    Leclerc, Eric
    Bosredon, Pauline
    SMART CITIES, 2025, 8 (01):
  • [50] Digital Twins for Autonomic Cloud Application Management
    Horn, Geir
    Schlatte, Rudolf
    Johnsen, Einar Broch
    ADVANCED INFORMATION NETWORKING AND APPLICATIONS, AINA-2022, VOL 3, 2022, 451 : 141 - 152