Design of Hybrid Power System Stabilizer for Dynamic Stability Improvement using Cultural Algorithm

Jasmeen Patel, N. Das, Syed Islam
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Abstract

In power system the stability is an important property that varies on the operational condition and the interruption to which it is exposed. The power system network endangered to the similar disruption can be stable at one operational situation (e.g., in off-peak hours) and not stable at another (e.g., at peak times). Similarly, a network at one operational situation can be stable to one disturbance and not stable to another. Consequently, stability reports generally involve the analysis of several cases, in order to cover various disruptions of interest and the key points of operation of the system. This research recommends various stabilizers such as, Power system stabilizers (PSS), Proportional Integration Differentiation (PID) and Fractional Order PID (FOPID) to decrease oscillations due to small signal disruption. The PSS-Voltage stabilizer generates impulses at the time of speed-change which usually results in positive PSS output. Using the FOPID procedure in relation with PSS, this approach can decrease these impulses. Using this approach, the generated impulses are finally decreased. Genetic Algorithm, particle swarm optimization and cultural algorithm are used for parameter fine-tuning of all the stabilizers. All these algorithms will help to tune parameters at soft computing level and then again tuned by two stabilizers which are FOPID and PSS. Now, again two stabilizers will tune and provide output needs to compare and average output to get required tuned values. Finally, the average of two stabilizers will field circuit and drive rotor according to the value given to it.
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基于文化算法的混合电力系统动态稳定性改进稳定器设计
在电力系统中,稳定性是一项重要的性能,它随运行条件和所遭受的中断而变化。面临类似中断的电力系统网络可能在一种运行情况下(如在非高峰时段)是稳定的,而在另一种运行情况下(如在高峰时段)则不稳定。类似地,在一种运行情况下的网络对一种干扰是稳定的,对另一种干扰则不稳定。因此,稳定性报告通常涉及对若干情况的分析,以便涵盖各种利益中断和系统运行的关键点。本研究推荐各种稳定器,如电力系统稳定器(PSS),比例积分微分(PID)和分数阶PID (FOPID),以减少由于小信号中断而引起的振荡。PSS稳压器在变速时产生脉冲,通常导致PSS输出为正。使用与PSS相关的FOPID程序,这种方法可以减少这些脉冲。使用这种方法,最终减少了产生的脉冲。采用遗传算法、粒子群算法和文化算法对各稳定器进行参数微调。所有这些算法都有助于在软计算层面对参数进行调整,然后再通过FOPID和PSS两个稳定器进行调整。现在,两个稳定器将再次调优并提供输出需求,以比较和平均输出以获得所需的调优值。最后,两个稳定器的平均值将根据给定的值励磁并驱动转子。
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