Zhimin He, Hai Yu, Lin Peng, 等. Digital twin topology modelling method of new-type distribution network based on CIM specifications and spectral clustering[J]. 全球能源互联网(英文), 2025,8(6).
Zhimin He, Hai Yu, Lin Peng, et al. Digital twin topology modelling method of new-type distribution network based on CIM specifications and spectral clustering[J]. Global Energy Interconnection, 2025, 8(6).
Zhimin He, Hai Yu, Lin Peng, 等. Digital twin topology modelling method of new-type distribution network based on CIM specifications and spectral clustering[J]. 全球能源互联网(英文), 2025,8(6). DOI: 10.1016/j.gloei.2025.05.012.
Zhimin He, Hai Yu, Lin Peng, et al. Digital twin topology modelling method of new-type distribution network based on CIM specifications and spectral clustering[J]. Global Energy Interconnection, 2025, 8(6). DOI: 10.1016/j.gloei.2025.05.012.
Digital twin topology modelling method of new-type distribution network based on CIM specifications and spectral clustering
摘要
Abstract
Regard to the real-time dynamic digital twin modelling problem of a new-type distribution network that includes distributed resources such as distributed photovoltaic
energy storage
charging pile
and electric vehicle
a new-type distribution network digital twin topology modeling method based on Common Information Model (CIM) specifications and spectral clustering is proposed.Firstly
according to the specifications of the CIM standard
the digital twin topology models of distributed resources are extended and established.Secondly
based on the digital twin topology models of distributed resources
a digital twin aggregation modelling method for new-type distribution network is proposed based on spectral clustering.Furthermore
an online linked update strategy for the digital twin model of new-type distribution network that integrates real-time topology states is proposed.Finally
a case study is conducted on a distribution network in a certain demonstration area in China
and the results verify the practicability and effectiveness of the method proposed in this paper.This lays the foundation for the application of electrical network twin analysis
such as power flow calculation
optimal power flow
economic dispatch
and safety check
in a new-type distribution network that includes diversified distributed resources.Peer review under the responsibility of Global Energy Interconnection Group Co.Ltd.