Modelling and management of flexible residential building components using system based heuristic approaches

被引:0
|
作者
Yelisetti, Srinivas [1 ]
Saini, Vikash Kumar [2 ]
Kumar, Rajesh [1 ,3 ]
Heydarian-Forushani, Ehsan [4 ]
Al Sumaiti, Ameena S. [2 ]
机构
[1] Malaviya Natl Inst Technol, Dept Elect Engn, Jaipur, India
[2] Khalifa Univ, Adv Power & Energy Ctr, Dept Elect Engn & Comp Sci, Abu Dhabi, U Arab Emirates
[3] Univ Johannesburg, Fac Hlth Sci, Dept Human Anat & Physiol, Johannesburg, South Africa
[4] Qom Univ Technol, Dept Elect & Comp Engn, Qom, Iran
关键词
building management systems; energy management systems; WATER CYCLE ALGORITHM; POWER MANAGEMENT; ENERGY; OPTIMIZATION; SIMULATION; STRATEGIES;
D O I
10.1049/stg2.12194
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
The building energy management system (BEMS) components, that is, the heating, ventilation, and air conditioning (HVAC) systems, refrigerators, and lighting significantly impact energy consumption. This paper presents the modelling, including HVAC and refrigerator with interior heat and external illuminus of lighting for residential buildings. The energy consumption of these components has been examined using eight meta-heuristic algorithms with weather conditions of five cities in India. The statistical and box-plot analysis results recommended the original artificial ecosystem algorithm compared to others for energy management. The results of the proposed smart residential building have been compared with the published model results of a residential building with and without BEMS and an economic analysis has also been carried out. The simulation results show that the maximum load has been shifted to off-peak durations. The energy savings in the proposed BEMS compared to existing BEMS and without BEMS are 34% and 57%, respectively.
引用
收藏
页码:967 / 982
页数:16
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