基于零一整数规划的孤岛微电网电池运行优化能源管理策略研究

R. Setiabudy, Hartono Bs, Budiyanto
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引用次数: 3

摘要

在太阳能微电网上,在孤岛状态下,没有太阳辐射,夜间仅使用电池作为能量来源。这种情况又提出了另一个问题,即如何管理各发电机组的蓄电池运行,以保持各负荷配电的连续性,使各发电机组在不因蓄电池供电量不足而减载的情况下仍然能够配电,或者即使减载,也必须尽量减载。针对上述问题,本文提出了光伏微电网中光伏发电机组间电力共享的能源管理策略,该策略采用0 - 1整数规划的方法,对各分布式发电机组的备用电池运行情况进行管理,以保持配电的连续性或使减载量最小化。研究结果表明,在基于逆变器输出功率相等工作模式的功率共享方法下,采用0 - 1整数规划实现减载优化机制,可将5代仿真时的PDI(功率分配指数)从86,65%提高到95,75%。同时,基于等电池电量运行模式的功率共享方法,实施减载优化,使PDI从95,86%提高到99,20%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development energy management strategy to optimize battery operation in islanding microgrid using zero one integer programming
On solar energy microgrid,during the islanding condition and no solar radiation, at night, it only use the battery as a source of energy. This condition raises another problem of how to manage battery operation of each generation to maintain the continuity of the power distribution to each load so that each generation is still able to distribute power without load shedding due to insufficient of energy supply from the battery or if load shedding is done, it must be done at the most minimum. To solve the aforementioned problem, energy management strategy to manage power sharing between PV generation in PV-microgrid is developed, which will manage the usage of back-up battery operation on each distributed generation in order to maintain the continuity of power distribution or to minimize the amount of load shedding, by using the zero one integer programming. The result of the research shown that implementation of the load shedding optimization mechanism using zero-one integer programming on the aforementioned problem, can increase the PDI (Power Distribution Index) from 86,65% to 95,75% at 5 generation simulation, with power sharing method based on Equal Inverter Output Power Operation Mode. Meanwhile, power sharing method based on Equal Battery Level Operation Mode, the implementation of load shedding optimization increases PDI from 95,86% to 99,20%.
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