基于混合整数线性规划的住宅单机光伏系统负荷管理策略

T. Ayodele, A. Ogunjuyigbe, Olubiyi Sulaiman, T. Mosetlhe, A. Yusuff, M. Okelola
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引用次数: 0

摘要

由于高昂的安装成本和高昂的电价,电力供应一直是偏远和农村地区住宅终端用户的一个痛点。本文介绍了一种采用混合整数线性规划进行负荷管理的典型住宅光伏系统。这是通过建筑物的能量分布和使用预测的太阳辐照度来获得PV和电池系统的最佳尺寸来评估的。本研究所考虑的器具分为可控和不可控,由业主指定。采用混合整数线性规划的方法,在考虑电池电量状态、季节变化和当前负荷需求约束的情况下,对设备调度模式进行建模。在本研究的实施过程中,考虑了三种情况,电池组的初始容量为25kWh,电池荷电状态(SOC)在整个情况下保持在其容量的50%以下,并且终端用户的需求满意度在78%-88%之间变化,从而保证了优先级较高的设备的运行。本文的意义在于使住宅用户能够提高他们的生活水平,同时拥有一个可用的和可访问的电源(光伏系统),并优化设备调度
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Load Management Strategy for Residential Stand-Alone Photovoltaic Systems using Mixed-Integer Linear Programming
Accessibility to electricity has been a pain point to residential end-users mostly in remote and rural areas due to high installation costs and high tariff rates. This paper presents a standalone PV system for a typical residential building that incorporates load management using mixed-integer linear programming. This was evaluated by taking the energy profile of a building and using forecasted solar irradiance to obtained optimal sizing of PV and battery system. The appliances considered under this study were classified into controllable and uncontrollable as prescribed by the owner. The scheduling pattern of appliances was modeled using the mixed-integer linear programming constrained due to battery state of charge, season variation, and present load demand. Three cases were considered during the implementation of this study, the initial capacity of the battery bank was rated at 25kWh, the battery state of charge (SOC) was maintained at less than 50% of its capacity throughout the cases, also, the demand satisfaction of the end-users varies between 78%-88% which ensures higher weighted appliances in terms of priority were guaranteed for operation. The significance of this paper is to enable residential users to improve their standard of living with respect to an available and accessible source of power (photovoltaic system) with optimal scheduling of appliances
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