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Research on the optimization strategy of customers’electricity consumption based on big data
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作者 Jiangping Liu Zong Wang +3 位作者 Hui Hu shaoxiang xu Jiabin Wang Ying Liu 《Global Energy Interconnection》 EI CSCD 2023年第3期273-284,共12页
Current power systems face significant challenges in supporting large-scale access to new energy sources,and the potential of existing flexible resources needs to be fully explored from the power supply,grid,and custo... Current power systems face significant challenges in supporting large-scale access to new energy sources,and the potential of existing flexible resources needs to be fully explored from the power supply,grid,and customer perspectives.This paper proposes a multi-objective electricity consumption optimization strategy considering the correlation between equipment and electricity consumption.It constructs a multi-objective electricity consumption optimization model that considers the correlation between equipment and electricity consumption to maximize economy and comfort.The results show that the proposed method can accurately assess the potential for electricity consumption optimization and obtain an optimal multi-objective electricity consumption strategy based on customers’actual electricity consumption demand. 展开更多
关键词 Big data Electricity consumption optimization Load elasticity Electricity consumption relevance
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Three-stage method for intentional controlled islanding of power systems 被引量:1
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作者 shaoxiang xu Shihong MIAO 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2018年第4期691-700,共10页
Controlled islanding of power system is an emer-gency control to stop the propagation of disturbances and to avoid blackouts. This paper presents a three-stage method for intentional controlled islanding of power syst... Controlled islanding of power system is an emer-gency control to stop the propagation of disturbances and to avoid blackouts. This paper presents a three-stage method for intentional controlled islanding of power systems. It enables to search out reasonable islanding cutsets, which have the minimum load-generation imbalance or the minimal power flow disruption, without low-voltage problems. In the first stage, a self-adaptive graph simplification algorithm is proposed to obtain a two-terminal graph as a suitable islanding cutset search area from the original power network graph model. In the second stage, an islanding cutset search algorithm is designed to find all of islanding cutsets, including the minimum load-generation imbalance cutset, in the two-terminal graph. In the third stage, an islanding scheme checking algorithm is developed to examine the outputs of stage two. It uses the depth first search algorithm to determine reasonable islanding cutsets without low-voltage problems. The IEEE30-bus system and the IEEE 118-bus system are utilized to demonstrate the proposed method. The simulation results show its validity and accuracy in large-scale power systems. 展开更多
关键词 INTENTIONAL controlled ISLANDING ISLANDING CUTSET POWER FLOW tracing MINIMAL POWER imbalance MINIMAL POWER FLOW disruption
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