Digital Twin Techniques for Power Electronics-Based Energy Conversion Systems: A Survey of Concepts, Application Scenarios, Future Challenges, and Trends
被引:21
作者:
Chen, Haoyu
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R ChinaShandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R China
Chen, Haoyu
[1
]
Zhang, Zhenbin
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Univ, Jinan 250000, Peoples R ChinaShandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R China
Zhang, Zhenbin
[2
]
Karamanakos, Petros
论文数: 0引用数: 0
h-index: 0
机构:
Tampere Univ, Fac Informat Technol & Commun Sci, Tampere 33101, FinlandShandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R China
Karamanakos, Petros
[3
]
Rodriguez, Jose
论文数: 0引用数: 0
h-index: 0
机构:
Univ San Sebastian, Concepcion 8420524, ChileShandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R China
Rodriguez, Jose
[4
]
机构:
[1] Shandong Univ, Sch Elect Engn, Lab More Power Elect Energy Syst, Jinan 250000, Peoples R China
[2] Shandong Univ, Jinan 250000, Peoples R China
[3] Tampere Univ, Fac Informat Technol & Commun Sci, Tampere 33101, Finland
Data models;
Solid modeling;
Real-time systems;
Maintenance engineering;
Analytical models;
Software;
Sensors;
BIG DATA;
MODEL;
D O I:
10.1109/MIE.2022.3216719
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
The steady increase in energy demands has led to ever-increasing "energy generation" This, coupled with the need for higher efficiency, flexibility, and reliability, has boosted the use of power electronics in power and energy systems. Therefore, power electronics-based energy conversion systems (PEECSs) have become prominent in power generation, power transmission, and end user applications. Given the relevance of such systems, and by considering their trend of digitalization, it is crucial to establish digital and intelligent PEECSs. To this end, digital twins (DTs) can be adopted, as they integrate many cuttingedge information techniques to realize the life cycle management of complex systems by constructing real-time mappings of them. In this article, existing DT techniques for PEECSs are reviewed. The concept, system layers, and key technologies of DTs are described first. Some application cases of DTs are then elaborated. Finally, future trends and challenges of DTs are discussed to provide a valuable reference for subsequent research.
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Zhou, Zhenyu
Jia, Zehan
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Jia, Zehan
Liao, Haijun
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Liao, Haijun
Lu, Wenbing
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Lu, Wenbing
Mumtaz, Shahid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aveiro, Inst Telecomunicacoes, Campus Univ Santiago, P-1049001 Aveiro, PortugalNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Mumtaz, Shahid
论文数: 引用数:
h-index:
机构:
Guizani, Mohsen
Tariq, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Comp & Emerging Sci, Elect Engn Dept, Islamabad 44000, PakistanNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Zhou, Zhenyu
Jia, Zehan
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Jia, Zehan
Liao, Haijun
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Liao, Haijun
Lu, Wenbing
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Lu, Wenbing
Mumtaz, Shahid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Aveiro, Inst Telecomunicacoes, Campus Univ Santiago, P-1049001 Aveiro, PortugalNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China
Mumtaz, Shahid
论文数: 引用数:
h-index:
机构:
Guizani, Mohsen
Tariq, Muhammad
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Comp & Emerging Sci, Elect Engn Dept, Islamabad 44000, PakistanNorth China Elect Power Univ, Sch Elect & Elect Engn, Hebei Key Lab Power Internet Things Technol, Beijing 102206, Peoples R China