Optimal Meeting Scheduling in Smart Commercial Building for Energy Cost Reduction

被引:21
|
作者
Chai, Bo [1 ]
Costa, Alberto [2 ,3 ]
Ahipasaoglu, Selin Damla [4 ]
Yuen, Chau [4 ]
Yang, Zaiyue [5 ]
机构
[1] State Grid Corp China, Global Energy Interconnect Res Inst, Beijing 102209, Peoples R China
[2] Natl Univ Singapore, Singapore, Singapore
[3] Swiss Fed Inst Technol, Future Resilient Syst, Singapore, Singapore
[4] Singapore Univ Technol & Design, Singapore 138682, Singapore
[5] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
基金
新加坡国家研究基金会;
关键词
Smart grid; demand response management; meeting scheduling; mixed-integer linear programming; score ranking; AIR-CONDITIONING SYSTEM; DEMAND RESPONSE; MANAGEMENT; SIMULATION;
D O I
10.1109/TSG.2016.2625313
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
In this paper, we consider the optimal meeting scheduling problem in a commercial building over a fixed period of time, with the objectives of minimizing the cost of energy consumption by the air-conditioning system and possibly achieving more balanced power distribution. By considering a set of realistic factors, including the eligible time slots of attendees and energy consumption characteristics of meeting rooms, this problem is formulated as a constrained mixed-integer linear program, which then can be solved by an optimization solver, e.g., CPLEX. However, because the computation complexity increases dramatically with the problem size, a fast heuristic algorithm is proposed. The numerical simulations verify that the heuristic algorithm produces a near-optimal result.
引用
收藏
页码:3060 / 3069
页数:10
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