Analysis of Battery Storage Usage of Heuristic Energy Flow Controllers

K. Kefer, P. Kefer, M. Stöger, Bernd Hofer, M. Affenzeller, Stephan M. Winkler
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Abstract

Due to the increasing usage of renewable energy sources like photovoltaic (PV) systems in the private sector and their fluctuations in production, energy management systems (EMS) are becoming more and more important. As such system use the produced energy as efficiently as possible, they also have an influence on a battery storage which is often installed together with the PV system. Nowadays batteries are already durable and cost efficient, but the possible negative effects an EMS might have on its usage and lifetime still need to be taken into account and be aware of. This is why this work analyses the battery usage of heuristic energy management controllers in detail and compares them to two existing energy management systems. It is shown that the heuristic energy management controllers are able to reduce the number of used battery cycles and therefore also the charged and discharged energy remarkable compared to the rulebased self-consumption optimization and the linear MPC, which also leads to a prolongation of the battery lifetime.
启发式能量流控制器的电池存储使用分析
由于私营部门越来越多地使用光伏(PV)系统等可再生能源及其生产的波动,能源管理系统(EMS)变得越来越重要。由于这样的系统尽可能有效地使用产生的能量,它们也对通常与光伏系统一起安装的电池存储产生影响。现在的电池已经是耐用和低成本的,但EMS可能对其使用和寿命产生的负面影响仍然需要考虑和意识到。这就是为什么这项工作详细分析了启发式能量管理控制器的电池使用情况,并将它们与两种现有的能量管理系统进行了比较。结果表明,启发式能量管理控制器与基于规则的自耗优化和线性MPC相比,能够减少电池循环次数,从而显著降低充放电能量,从而延长电池寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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