论文标题
在住宅社区中的分布式负载计划,用于多个家庭能源管理系统的协调运营
Distributed Load Scheduling in Residential Neighborhoods for Coordinated Operation of Multiple Home Energy Management Systems
论文作者
论文摘要
最近,家庭能源管理系统(HEMS)正在越来越受欢迎,使客户能够在随着时变的电价下最大程度地减少其电费。尽管他们为在智能电网中更好地提供能源管理提供了有前途的解决方案,但下摆的不协调和自主操作可能会导致网格级别的某些操作问题。本文旨在根据网格的最佳和安全操作开发一个协调的框架,用于在居民区中多个下摆的操作。在拟议的框架中,客户合作以优化邻里水平的能源消耗,并防止任何网格操作限制违反。提出了一种新的基于价格的全球和个性化激励措施,以使客户响应和调整负载。各个客户的合作和网络运营商通过消除反弹网络峰值而受到奖励。乘数的交替方向方法(ADMM)技术用于以分布式的方式实施协调负载计划,以减轻计算负担并确保客户隐私。仿真结果证明了所提出的方法在维持名义网络条件的同时确保对个别客户和电网运营商的利益的功效。
Recently, home energy management systems (HEMS) are gaining more popularity enabling customers to minimize their electricity bill under time-varying electricity prices. Although they offer a promising solution for better energy management in smart grids, the uncoordinated and autonomous operation of HEMS may lead to some operational problems at the grid level. This paper aims to develop a coordinated framework for the operation of multiple HEMS in a residential neighborhood based on the optimal and secure operation of the grid. In the proposed framework customers cooperate to optimize energy consumption at the neighborhood level and prevent any grid operational constraints violation. A new price-based global and individualized incentives are proposed for customers to respond and adjust loads. The individual customers are rewarded for their cooperation and the network operator benefits by eliminating rebounding network peaks. The alternating direction method of multipliers (ADMM) technique is used to implement coordinated load scheduling in a distributed manner reducing the computational burden and ensure customer privacy. Simulation results demonstrate the efficacy of the proposed method in maintaining nominal network conditions while ensuring benefits for individual customers as well as grid operators.