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首页> 外文期刊>European transactions on electrical power engineering >PSO based LQR-PID output feedback for load frequency control of reduced power system model using balanced truncation
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PSO based LQR-PID output feedback for load frequency control of reduced power system model using balanced truncation

机译:基于PSO的LQR PID输出反馈,用于使用平衡截断的减小电力系统模型的负载频率控制

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摘要

Hydro power plants are in general more stable to the load demands and thus the change in frequency can be easily controlled. Whereas in multi-source interconnected power system the stability of the system is marginal. In certain conditions the system is also unmeasurable to implement the load frequency control. Linear Quadratic Regulator with output feedback design forms a familiar optimal choice to tackle this problem, but the technique is dependent on the choice of the weighting matrices Q and R for the performance index. Particle swarm optimization technique is commonly used in power system applications for obtaining the weighting matrices. In this paper, an output feedback-based LQR-PID technique is used to obtain an improved response for the multisource systems. Due to integral action, the steady-state value achieved for the change in frequency is minimized. In addition, if the system is unmeasurable LQR technique cannot be applied, in the literature, Linear Quadratic Gaussian is used for the same. Here a balanced truncation model order reduction is used on the original system to convert it to a measurable system. In addition, a comparative analysis is included to highlight the efficacy of the proposed control technique.
机译:水电站通常对负载需求更稳定,因此可以容易地控制频率的变化。虽然在多源互联电力系统中,系统的稳定性是边缘的。在某些情况下,该系统也是不可测量的,以实现负载频率控制。具有输出反馈设计的线性二次调节器形成了一个熟悉的最佳选择来解决这个问题,但该技术取决于加权矩阵Q和r的性能指标的选择。粒子群优化技术通常用于获得加权矩阵的电力系统应用中。在本文中,基于输出反馈的LQR-PID技术用于获得多源系统的改进响应。由于积分动作,为频率变化而实现的稳态值最小化。另外,如果系统是不可衡量的LQR技术,则不能应用,在文献中,线性二次高斯用于相同。这里使用平衡的截断模型顺序减少了原始系统以将其转换为可测量的系统。此外,包括比较分析以突出所提出的控制技术的功效。

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