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- W3178377586 abstract "• Proposing the multiple hierarchical and multiple time scales CPS framework of DSRs. • Depicting the energy flow, information flow and capital flow relationships of DSRs. • Proposing a feasible specific modeling approach based on the CPS model of DSRs. • Planning a multiple time scales DSM digital system which run parallelly. The electricity market reform in China stimulates the capacity of demand-side resources regulation and provides a new approach to promote large-scale renewable energy access to power grid. However, there is no effective modeling method to describe the participation of demand-side resources in power grid regulation, which seriously affects the research on the response strategy of demand-side resources under the electricity market environment. Aiming at the problem above, this paper presents a multiple hierarchical and multiple time scales modeling method of demand-side resources based on cyber-physical system theory. First, a multiple hierarchical and multiple time scales modeling framework of demand-side resources based on cyber-physical system theory is proposed. Second, on the basis of the modeling framework, the multi-dimensional variable coupling relationships of the energy flow, the information flow and the capital flow of demand-side resources are analyzed. Finally, an example of feasible modeling method under this framework is presented, and the correctness of the presented modeling method is verified. This paper gives full consideration to the coupling relationship of multiple hierarchies, multiple time scales and multi-dimensional variables of demand-side resources under the power market environment, and proposes a demand-side response resources model based on cyber-physical system theory, which lays a solid foundation for future research on demand-side resources' participation in power grid regulation." @default.
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- W3178377586 date "2021-12-01" @default.
- W3178377586 modified "2023-09-25" @default.
- W3178377586 title "Hierarchical multiple time scales cyber-physical modeling of demand-side resources in future electricity market" @default.
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- W3178377586 doi "https://doi.org/10.1016/j.ijepes.2021.107184" @default.
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