Recent trends of digital twin technologies in the energy sector: A comprehensive review

被引:52
|
作者
Ghenai, Chaouki [1 ,2 ]
Husein, Lama Alhaj [2 ]
Al Nahlawi, Marwa [2 ]
Hamid, Abdul Kadir [2 ,3 ]
Bettayeb, Maamar [2 ,3 ,4 ]
机构
[1] Univ Sharjah, Coll Engn, Sustainable & Renewable Energy Engn Dept, Sharjah, U Arab Emirates
[2] Univ Sharjah, Sustainable Energy & Power Syst Res Ctr, Res Inst Sci & Engn, Sharjah, U Arab Emirates
[3] Univ Sharjah, Coll Engn, Elect Engn Dept, Sharjah, U Arab Emirates
[4] King Abdulaziz Univ, Ctr Excellence Intelligent Engn Syst CEIES, Jeddah, Saudi Arabia
关键词
Digital twin; Energy Renewable energy; Energy supply; Energy demand; Energy storage; Digitalization Energy forecasting; Energy optimization; Energy management; IoT; PERFORMANCE SIMULATION; SYSTEM; OPTIMIZATION; MODEL; CONSUMPTION; TRANSITION; MANAGEMENT; EMISSIONS;
D O I
10.1016/j.seta.2022.102837
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The purpose of a digital twin (DT) is to gain insight into and predict the performance of a physical product, process, or piece of infrastructure. Numerous advantages accrue from the energy industry's adoption of DT technology, such as improved asset performance, higher profits and efficiencies, and less harmful effects on the environment. This paper's goal is to present a literature evaluation that classifies DT principles, usage patterns, and benefits in the energy sector. A thorough literature review covering the past decade of studies on DT in the energy sector was conducted. The originality of this study is in-depth examination of DT's use across the whole energy value chain from power generation and storage to energy usage in buildings, transportation, and industrial applications. From this analysis, it was clear that there is a growing interest in using DT in the energy industry and minimizing energy use is the primary focus of the literature on digital twins. Growth of DT technologies will be aided by recent developments in machine learning and artificial intelligence, as well as the development of more sophisticated control systems, allowing for the enhancement of energy system efficiency and effectiveness, thereby fostering the clean energy transition, and reshaping the future of energy.
引用
收藏
页数:17
相关论文
共 50 条
  • [21] Digital Twin Implementation in Additive Manufacturing: A Comprehensive Review
    Ben Amor, Sabrine
    Elloumi, Nessrine
    Eltaief, Ameni
    Louhichi, Borhen
    Alrasheedi, Nashmi H.
    Seibi, Abdennour
    PROCESSES, 2024, 12 (06)
  • [22] Digital Twin Technology Challenges and Applications: A Comprehensive Review
    Botin-Sanabria, Diego M.
    Mihaita, Adriana-Simona
    Peimbert-Garcia, Rodrigo E.
    Ramirez-Moreno, Mauricio A.
    Ramirez-Mendoza, Ricardo A.
    Lozoya-Santos, Jorge de J.
    REMOTE SENSING, 2022, 14 (06)
  • [23] Digital Twin in the Maritime Domain: A Review and Emerging Trends
    Madusanka, Nuwan Sri
    Fan, Yijie
    Yang, Shaolong
    Xiang, Xianbo
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 11 (05)
  • [24] A Comprehensive Review on Recent Advancements in Absorption-Based Post Combustion Carbon Capture Technologies to Obtain a Sustainable Energy Sector with Clean Environment
    Peu, Susmita Datta
    Das, Arnob
    Hossain, Md. Sanowar
    Akanda, Md. Abdul Mannan
    Akanda, Md. Muzaffer Hosen
    Rahman, Mahbubur
    Miah, Md. Naim
    Das, Barun K.
    Islam, Abu Reza Md. Towfiqul
    Salah, Mostafa M.
    SUSTAINABILITY, 2023, 15 (07)
  • [25] Special Issue on Recent Trends in Green Energy Technologies
    Ouaissa, Mariyam
    El Himer, Sarah
    Ouaissa, Mariya
    Boulouard, Zakaria
    INTERNATIONAL JOURNAL OF ENERGY OPTIMIZATION AND ENGINEERING, 2022, 11 (02)
  • [26] Recent advances in solar drying technologies: A Comprehensive review
    Behera D.D.
    Mohanty A.M.
    Mohanty R.C.
    Journal of Energy Systems, 2022, 6 (04): : 503 - 519
  • [27] RECENT ACTIVE TECHNOLOGIES OF GREENHOUSE SYSTEMS - A COMPREHENSIVE REVIEW
    Harjunowibowo, Dewanto
    Ding, Yate
    Omer, Siddig
    Riffat, Saffa
    BULGARIAN JOURNAL OF AGRICULTURAL SCIENCE, 2018, 24 (01): : 158 - 170
  • [28] A Comprehensive Review on Recent Advancements in Thermochemical Processes for Clean Hydrogen Production to Decarbonize the Energy Sector
    Das, Arnob
    Peu, Susmita Datta
    SUSTAINABILITY, 2022, 14 (18)
  • [29] A scoping review of digital technologies in antenatal care: recent progress and applications of digital technologies
    Mohamed, Halila
    Ismail, Aniza
    Sutan, Rosnah
    Abd Rahman, Rahana
    Juval, Kawselyah
    BMC PREGNANCY AND CHILDBIRTH, 2025, 25 (01)
  • [30] Recent advances in multispectral solar energy technologies for the building sector
    Shen, Chao
    Peng, Jinqing
    Wang, Dengjia
    Pei, Gang
    RENEWABLE ENERGY, 2023, 202 : 1146 - 1147