A Multiagent Modeling and Investigation of Smart Homes With Power Generation, Storage, and Trading Features

被引:74
作者
Kahrobaee, Salman [1 ]
Rajabzadeh, Rasheed A. [2 ]
Soh, Leen-Kiat [2 ]
Asgarpoor, Sohrab [1 ]
机构
[1] Univ Nebraska, Dept Elect Engn, Lincoln, NE 68588 USA
[2] Univ Nebraska, Dept Comp Sci & Engn, Lincoln, NE 68588 USA
关键词
Energy storage; load management; multiagent systems; smart grids; wind power generation; DEMAND;
D O I
10.1109/TSG.2012.2215349
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Smart homes, as active participants in a smart grid, may no longer be modeled by passive load curves; because their interactive communication and bidirectional power flow within the smart grid affects demand, generation, and electricity rates. To consider such dynamic environmental properties, we use a multiagent-system-based approach in which individual homes are autonomous agents making rational decisions to buy, sell, or store electricity based on their present and expected future amount of load, generation, and storage, accounting for the benefits each decision can offer. In the proposed scheme, home agents prioritize their decisions based on the expected utilities they provide. Smart homes' intention to minimize their electricity bills is in line with the grid's aim to flatten the total demand curve. With a set of case studies and sensitivity analyses, we show how the overall performance of the home agents converges-as an emergent behavior-to an equilibrium benefiting both the entities in different operational conditions and determines the situations in which conventional homes would benefit from purchasing their own local generation-storage systems.
引用
收藏
页码:659 / 668
页数:10
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