基于萤火虫算法的SMIB电力系统PID控制器设计与性能分析

D. K. Sambariya, R. Prasad, D. Birla
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引用次数: 10

摘要

本文提出了一种基于比例、导数和积分(PID)的控制器设计,采用一种新的元启发式萤火虫算法(FFA)来优化参数。基于FFA的PID控制器设计以误差平方最小为目标函数,以保证非线性电力系统在大范围条件下的稳定性。将FFA优化PID控制器(FFA-PID)应用于标准的单机无限总线(SMIB)电力系统模型,并与已有的基于蚁群的PID控制器(ABC-PID)和基于许多优化关系的PID控制器(MOL-PID)进行性能比较。通过与非线性电力系统在8种电厂工况下的仿真性能对比,利用性能指标验证了其优越性。此外,通过s平面左半边的特征值图验证了所提控制器的优越性,并在231个设备上进行了验证,包括非常重的运行条件。
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Design and performance analysis of PID based controller for SMIB power system using Firefly algorithm
This article presents the design of a proportional, derivative and integral (PID) based controller using a new meta-heuristic Firefly algorithm (FFA) to optimize the parameters. The design of proposed PID controller using FFA is considered with an objective function based on minimization of square of error signal to guarantee the stability of a nonlinear power system for a wide range of conditions. The FFA optimized PID controller (FFA-PID) is applied to the standard single-machine infinite-bus (SMIB) power system model, and the performance were compared with previously established Ant Bee Colony based PID controller (ABC-PID), and Many Optimizing Liaisons based PID controller (MOL-PID). The performance is compared with simulation of the nonlinear power system for eight plant conditions, and superiority is validated using performance indices. Moreover, the superiority of the proposed controller is validated by plot of eigenvalue in left half of s-plane and verified over 231 plants, including very heavy operating conditions.
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