智能电网家庭管理系统的和谐搜索优化技术:HSA技术

Samuel Omaji, N. Javaid, M. H. Rahim, Sheeraz Aslam
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引用次数: 0

摘要

本文研究了智能电网中电力消耗管理的挑战,并重点研究了设备运行时间间隔的不同影响,以确定是否可以最大限度地提高消费者的舒适度。设备执行过程建立在连续循环部件上,具有需求功率额定值,目标是获得满足周期、能源需求和消费者选择限制的最小电费账单。提出了和谐搜索优化技术用于家电调度。仿真结果表明,优化技术能够实现我们设定的目标:电费最小化、能耗最小化、峰值平均比降低和消费者舒适度最大化。此外,还计算了在成本和能源负荷方面显示关系的电器的可行区域(FR)。
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Harmony search optimization technique for home management system in smart grid: HSA technique for HEMS
In this paper, we study challenges of electricity consumption management in smart grid, and focus on the different impact of operational time intervals of appliances to ascertain if consumer's comfort can be maximized. The appliance execution process is built on continuous cycle parts, having a demand power rating with objective of obtaining a minimal electricity bill satisfying period, energy need and consumer choice limits. Harmony search optimization technique is propose to schedule home appliances. Results from simulation show that optimization technique is able to yield our set of objectives: electricity bill minimization, energy consumption minimization, peak to average ratio reduction and consumer comfort maximization. Additionally, feasible region (FR) is calculated for appliances which show relationship in terms of cost and energy load.
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