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首页> 外文期刊>IEEE Transactions on Power Delivery >Bacterial Foraging Technique-Based Optimized Active Power Filter for Load Compensation
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Bacterial Foraging Technique-Based Optimized Active Power Filter for Load Compensation

机译:基于细菌觅食技术的优化有源电力滤波器,用于负载补偿

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摘要

The conventional method of obtaining the coefficients of proportional plus integral (PI) controllers for the active power filter utilizes a linear model of the PWM inverter. The values so obtained may not give satisfactory results for a wide variation in operating conditions. This paper presents a new algorithm based on the foraging behavior of E-coli Bacteria in the human intestine, to optimize the coefficients of the PI controller. Through the simulation results, it is observed that the dynamic response of the bacterial foraging PI (BF-PI) controller is quite satisfactory. The proposed BF technique is compared with the genetic algorithm (GA) and found to converge faster than GA to reach the global optimum solution
机译:获得用于有源功率滤波器的比例加积分(PI)控制器系数的常规方法利用了PWM逆变器的线性模型。对于大范围的工作条件,如此获得的值可能无法给出令人满意的结果。本文提出了一种基于大肠杆菌在人肠中觅食行为的新算法,以优化PI控制器的系数。通过仿真结果,可以观察到细菌觅食PI(BF-PI)控制器的动态响应是令人满意的。将提出的BF技术与遗传算法(GA)进行比较,发现收敛速度比GA更快,可以达到全局最优解

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