Agent-Based Privacy Preserving Transactive Control for Managing Peak Power Consumption

被引:14
作者
Ge, Yinyin [1 ,2 ]
Ye, Hongxing [3 ]
Loparo, Kenneth A. [1 ,2 ]
机构
[1] Case Western Reserve Univ, Dept Elect Comp & Syst Engn, Cleveland, OH 44106 USA
[2] Case Western Reserve Univ, Inst Smart Secure & Connected Syst, Cleveland, OH 44106 USA
[3] Cleveland State Univ, Dept Elect Engn & Comp Sci, Cleveland, OH 44115 USA
基金
美国国家科学基金会;
关键词
Buildings; Transactive energy; Privacy; Planning; Optimization; Smart grids; Privacy preservation; dual-projected subgradient; transactive control; energy management system; peak management; ENERGY MANAGEMENT; SYSTEM;
D O I
10.1109/TSG.2020.2997314
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
Many communities, such as college campuses, purchase electricity at a rate that includes a peak demand charge (averaged over 15-minute intervals). Energy cost reduction and demand response require actively managing the peak demand. In this paper, we develop transactive control mechanisms that enable buildings in an active distribution system or microgrid to cooperatively manage peak demand. A decentralized transactive control (DTC) approach is designed based on a novel decomposition algorithm that preserves the detailed load profile and information. By directly solving a mixed integer linear program, the scalable algorithm determines the optimal or near-optimal operating point for the system. Selected buildings on a real-world campus are used to evaluate the proposed platform. The results show the peak demand can be dramatically reduced while maintaining the largest possible building energy revenue.
引用
收藏
页码:4883 / 4890
页数:8
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