Design of frequency control on hybrid wind-diesel with PID-firefly

Soedibyo, Maya Saphira Citraningrum, M. Ashari, F. Pamuji
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引用次数: 2

Abstract

Power quality in hybrid wind turbine system with diesel (wind-diesel) affected by change of frequency fluctuation. Low - frequency oscillation due to the transmission network is long and low time constant and the high gain Automatic Voltage Regulator (AVR). Hybrid wind turbine system with diesel (wind-diesel) is controlled by Proportional Integral Derivative (PID) controllers. Trial - error method is used to determine the value of the gain of PID, so it is very difficult to get the optimum value. Study on the design control using Artificial Intelligent (AI) algorithms to find the optimum value of firefly from gain PID. The optimum value of the PID gain is used to adjust the frequency of the load with the matlab Simulink program. Hybrid wind turbine system with diesel (wind-diesel) with PID - firefly has a response which indicates that large overshoot and settling time response is being reduced and faster than a hybrid wind turbine system with diesel (wind-diesel) with PID trial-error.
基于pid -萤火虫的风-柴油混合动力频率控制设计
柴油机混合动力风力发电系统的电能质量受频率波动的影响。低频振荡主要是由于输电网长时间、低时间常数和高增益自动调压器(AVR)。采用比例积分导数(PID)控制器对柴油机混合风力发电系统进行控制。采用试错法确定PID的增益值,很难得到最优值。利用人工智能(AI)算法从增益PID中找到萤火虫的最优值进行设计控制研究。通过matlab Simulink程序,利用PID增益的最优值来调节负载的频率。采用PID -萤火虫法的柴油机(风-柴油机)混合风力发电机组系统的响应表明,与采用PID试错法的柴油机(风-柴油机)混合风力发电机组系统相比,大的超调量和稳定时间响应减小且更快。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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