智能家居设备的调度器基于关税空间的新概念
Luis Rodolfo Rebouças Coutinho1, Giovanni Cordeiro Barroso1, Bruno de Athayde Prata2
1Department of Electrical Engineering, Federal University of Ceara, Fortaleza 60455-760, CE, Brazil.
Sensors (Basel, Switzerland)
|March 28, 2024
概括
本研究引入了一种用于调度家用电器的新方法,以减少能源成本和用户不适. 与传统算法相比,关税空间方法显著减少了处理时间和内存使用量.
科学领域:
- 能源系统工程 能源系统工程
- 运营研究 运营研究
- 计算经济学计算经济学
背景情况:
- 巴西的国内能源关税,特别是恒定和白色关税,提供了节省成本的机会.
- 白色关税提供较低的平均成本,但与恒定关税相比,高峰时的收费明显更高.
- 优化设备调度需要平衡降低成本与用户舒适.
研究的目的:
- 开发一种新的家用电器调度方法,尽量减少能源成本和用户不适.
- 引入"关税空间"概念,用于分析能源成本.
- 在关税区内定义一个区域,其中白色关税的成本相当于或高于恒定关税.
主要方法:
- 在"关税空间"内探讨设备移动的几何特性.
- 对白色关税的成本等价区域的分析推导.
- 使用执行时间和内存使用量等指标,对比新方法与经典的层次多目标算法.
主要成果:
- 拟议的关税空间方法实现了与等级算法相似的结果.
- 显著减少了处理时间和内存使用量.
- 确定了在低成本嵌入式系统中实施的潜力.
结论:
- 关税空间方法提供了一种高效和有效的智能家电调度方法.
- 该方法提供了一个平衡的解决方案,以减少能源开支并保持用户满意度.
- 这项研究为实际的,低资源的智能能源管理解决方案铺平了道路.
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