A dynamic programming approach to the energy management problem of photovoltaic power systems

P. Groumpos, K.Y. Khouzam, L. Khouzam
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引用次数: 8

Abstract

A new mathematical approach to proper load management techniques is presented. Loads are classified into four categories: convenient, essential, critical, and emergency. Priorities are assigned to the loads of each category. The energy requirement and duty cycle for each load are assumed to be known. The problem is to determine, in an optimal way, the actual energy supplied to these loads during a certain period of time. The solution to this problem is based on the maximization of a weighted objective function which depends on the load priorities and is subject to the total available energy. The mathematical problem is formulated as a resource allocation problem and is solved using dynamic programming techniques. Simulation studies illustrating the applicability of the new approach are presented.<>
光伏发电系统能量管理问题的动态规划方法
提出了一种新的负荷管理技术的数学方法。负载分为方便负载、必要负载、关键负载和紧急负载四类。对每个类别的负载分配优先级。假设每个负载的能量需求和占空比是已知的。问题是确定,以最优的方式,在一定时期内,这些负载的实际能量供应。该问题的求解基于一个加权目标函数的最大化,该函数依赖于负荷优先级并受总可用能量的约束。该数学问题被表述为资源分配问题,并使用动态规划技术进行求解。仿真研究表明了新方法的适用性
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CiteScore
1.40
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0.00%
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