Spotted Hyena Optimization based FOPID Controller for Frequency Stability Analysis

B. Begum, N. Jena, Amiya Kumar Naik, B. K. Sahu, Hossein Shahinzadeh
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Abstract

In this paper, meta-heuristic optimization based on Spotted Hyena Optimization (SHO) has been used to evaluate the optimal values of conventional and fractional order PID controller for the load frequency control. Here a multi-area thermal system with single reheat turbine with generation rate constraint (GRC) of 5%/min. has been designed. The comparison has been analyzed between conventional and fractional control parameter tuned by Spotted Hyena Optimization technique (SHOT). Potential of SHOT is proved against PSO algorithm by comparing the results. Based on transient parameter analysis it can be proved that the fractional order proportional-integral-derivative controller (FOPID) having better response than classical PID controller. The eminent advantage of this strategy is its high insensitivity to large random load variation and disturbances. The robustness of the system is analyzed by injecting random load in area one
基于斑点鬣狗优化的FOPID控制器频率稳定性分析
本文采用基于斑点鬣狗优化(spot Hyena optimization, SHO)的元启发式优化方法,对传统PID控制器和分数阶PID控制器在负荷频率控制中的最优值进行评估。这里是一个多区域的热系统,带有单个再热涡轮机,发电速率约束(GRC)为5%/min。已经设计好了。采用斑点鬣狗优化技术(spot Hyena Optimization technique, SHOT)对传统控制参数与分数控制参数进行了对比分析。通过对结果的比较,证明了SHOT算法与粒子群算法的潜力。基于暂态参数分析,证明分数阶比例-积分-导数控制器(FOPID)比经典PID控制器具有更好的响应。该策略的显著优点是对大的随机负载变化和扰动不敏感。通过在区域1注入随机载荷来分析系统的鲁棒性
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