A Microgrid Energy Management System with Demand Response

被引:0
|
作者
Du, Hong [1 ]
Liu, Shimin [1 ]
Kong, Qixiang [1 ]
Zho, Wei [2 ]
Zhao, Dapu [2 ]
Yao, Mark G. [3 ]
机构
[1] Microgrid Technol Co Ltd, Beijing 100193, Peoples R China
[2] IBM Res China, Beijing 100193, Peoples R China
[3] IBM TJ Watson Res Ctr, Yorktown Hts, NY 10598 USA
关键词
coordnative energy management; dynamic price; demand response; fruitfly optimization algorithm;
D O I
暂无
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
A new renewable and demand side coordinative energy management system is developed for microgrid with demand response. The microgrid is grid-connected, including photovoltaic power generator (PV), energy storage device, and several industrial customers with adjustable load. With the imported external power on time-of-use (TOU) price, an internal-dynamic-price-based renewable and demand side coordinative energy management model is proposed based on load and PV power forecasting results to maximize the profit of the renewable industrial park with a microgrid. The electricity demands of the rational customers interact mutually with the day-ahead internal dynamic prices. The customers' responsive behaviors are modeled using the matrix of self elasticity and cross-elasticity. To solve the optimization model, a newly proposed fruitfly optimization algorithm is adopted. Finally, simulation results of numerical tests for a microgrid demonstrate the effectiveness of the model with demand response.
引用
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页数:4
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