Optimal Energy Scheduling of Appliances in Smart Buildings Based on Economic and Technical Indices

被引:2
作者
Muda, Iskandar [1 ]
Dwijendra, Ngakan Ketut Acwin [2 ]
Al Awsi, Taif [3 ]
Bashar, Bashar S. [4 ]
Majeed, Mohammed Sabeeh [5 ]
机构
[1] Univ Sumatera Utara, Fac Econ & Business, Dept Doctoral Program, Medan, Indonesia
[2] Udayana Univ, Fac Engn, Dept Architecture, Bali, Indonesia
[3] Al Ayen Univ, Sci Res Ctr, Thi Qar, Iraq
[4] Al Nisour Univ Coll, Baghdad, Iraq
[5] Al Manara Coll Med Sci, Maysan, Iraq
关键词
Demand side management; optimal energy consumption; optimal shifting; Ip-metric method; two-stage optimization; MANAGEMENT; SYSTEM;
D O I
10.2478/rtuect-2022-0043
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this article, optimal energy consumption in the smart houses is studied considering techno-economic indices and demand side management (DSM) in electrical grids. The optimal energy consumption is implemented based on optimal scheduling of the household appliances than energy price and capacity of demand flexibility in DSM. The proposed approach is considered as two-stage optimization. Using first stage, energy consumption is modified by optimal shifting of the appliances subject to DSM and energy price. Thus, modified energy consumption is taken into accounted in second stage optimization to maximizing the consumers comfort and minimizing operation cost, simultaneously. The optimization process is done in the MATLAB software, in which objectives in second stage are optimized via Ip-metric method. Finally, the performance of the proposed modelling is validated as case studies using numerical simulation.
引用
收藏
页码:561 / 573
页数:13
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