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Metaheuristic Optimization Methods Applied to Power Converters: A Review

机译:元启发式优化方法在功率变换器中的应用

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摘要

Power converters systems aimed at renewable energy applications have become a common option for sustainable electricity and distributed generation, since their performance has improved, and prices have steadily been reduced in the last years. However, there are still several drawbacks that hinder their widespread installation, such as the simultaneous minimization of cost and volume, efficiency maximization, size reduction, etc. Quite often, accomplishing these goals requires dealing with complicated optimization problems, which are difficult to solve by classical methods. Metaheuristic techniques provide a viable alternative to solve complex intricate optimization problems, such as those encountered in the development of power electronics converters. This paper presents a comprehensive coverage of metaheuristic methodologies applied in the area of power converters. The review includes a classification of the methodologies and main objective functions in each paper surveyed. An aim for this paper is to highlight the importance of the optimization tools, and the many benefits they provide to tackle the challenges encountered in the design, operation, and control of power converters.
机译:面向可再生能源应用的功率转换器系统已经成为可持续电力和分布式发电的常见选择,因为它们的性能有所提高,并且价格在过去几年中一直稳定下降。但是,仍然存在一些阻碍它们广泛安装的缺点,例如同时最小化成本和体积,最大化效率,减小尺寸等。要实现这些目标通常需要处理复杂的优化问题,而这些问题很难解决。经典方法。元启发式技术为解决复杂的优化问题(例如在电力电子转换器开发中遇到的问题)提供了可行的选择。本文全面介绍了应用于功率转换器领域的元启发式方法。审查包括对所调查的每篇论文的方法和主要目标功能的分类。本文的目的是强调优化工具的重要性,以及它们提供的许多好处,以应对功率转换器的设计,操作和控制中遇到的挑战。

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