4.6 Article

Implementation of Water Cycle Optimization for Parametric Tuning of PI Controllers in Solar PV and Battery Storage Microgrid System

期刊

IEEE SYSTEMS JOURNAL
卷 16, 期 2, 页码 1751-1762

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSYST.2021.3090041

关键词

Batteries; Microgrids; Voltage control; Tuning; Inverters; State of charge; Voltage measurement; Battery storage; control; microgrid; optimization; solar; water cycle

资金

  1. Natural Sciences and Engineering Research Council of Canada (NSERC) [RGPIN-2018-05381]
  2. School of Electrical and Electronic Engineering at Nanyang Technological University, Ministry of Education, Singapore [AcRF TIER 12018-T1-002-109 (RG 171/18)]

向作者/读者索取更多资源

In this article, a nature-inspired optimization method based on the water cycle is used for optimal control of a solar photovoltaic microgrid with battery storage. The optimization algorithm tunes the parameters of proportional-integral controllers to regulate battery current and dc-link voltage. The effectiveness of the water cycle technique is demonstrated through simulation and experimental results, comparing with genetic algorithms and conventional tuning methods.
In this article, a nature-inspired optimization method, based on the water cycle, is implemented for optimal control of a solar photovoltaic microgrid with battery storage. The water cycle optimization is used to tune the parameters of the proportional-integral controllers in the regulation of the battery current and the dc-link voltage. In order to implement the optimization algorithm, the microgrid model is developed and simulated to carry out the cost function to be minimized in the optimization process. The optimization is conducted using different performance indices. The optimized control parameters are validated on a simulated microgrid and an experimental setup. Simulation and experimental results are provided and compared to genetic algorithms and a conventional tuning method to demonstrate the effectiveness of the water cycle technique.

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