基于布谷鸟搜索算法的工业微电网滤波器优化设计

G. Sreeramulu Mahesh, M. Chandrashekar, A. Muni Sankar, S. Mohan, S. Chandra Sekhar, P. S. Ranjit
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引用次数: 0

摘要

大多数拥有微电网的IT行业都面临着谐波对照明负载、UPS、电梯和变频驱动空气处理机组的影响,从而降低了设备的性能和生命周期。许多无源滤波器如单调谐滤波器、双调谐滤波器或单调谐和双调谐滤波器的组合等在工业中得到了实际应用。无源滤波器的优化设计需要仔细的调谐,否则会引起整个微电网的谐振问题,导致发电机组和负荷之间的不稳定,因此优化无源滤波器的设计仍然是一个具有挑战性的问题。本文提出了杜鹃搜索算法(CSA)来设计无源谐波滤波器,以减少总谐波失真和滤波器的尺寸,从而提供比手动调谐更好的调谐。该算法的优点是:简单,在迭代过程中提供较少的处理延迟。利用Fluke分析仪对某IT行业的实时数据实现了CSA,并利用MATLAB仿真软件进行了滤波器设计,给出了所需波形。
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An Optimized Filter Design with Cuckoo Search Algorithm for Industrial Microgrids
Most of the IT industries with microgrids are facing the impacts of harmonics on lighting loads, UPS, Elevators and Air Handling Units with Variable Frequency Drives, thus reduces the equipment performance and its life cycle. Many passive filters like single tuned filter, double tuned filter or combination of both single and double tuned filters et are implemented practically in the industries. It requires a careful tuning, otherwise, the resonance problems will arouse in the entire microgrid and leads to instability between the generation and loads, thus the design of an optimized passive filter is still a challenging problem for mitigating the harmonics. The Cuckoo Search Algorithm (CSA) is proposed in this paper to design the passive harmonic filter to reduce the Total Harmonic Distortion and size of the filter, which provides better tuning than the manual tuning. The advantages of this algorithm are: simple and provides less latency in processing in the iterations. This CSA is implemented on real time data from an IT industry with Fluke analyzer and the filter design is carried out using MATLAB simulation software and desired waveforms are presented.
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