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Integration of AI with reduced order generalized integrator controller for power system harmonic reduction
Computational Intelligence ( IF 2.8 ) Pub Date : 2020-05-12 , DOI: 10.1111/coin.12335
Srihari Mandava 1 , Praveen Kumar Medarametla 1 , Abhishek Gudipalli 1 , M Saravanan 2 , P Sudheer 2
Affiliation  

The increased use of electronics for control and use of nonlinear type loads by consumers in the present power system network are injecting harmonics into the power signal, due to which the power quality issue has become more challenge for the present researchers. In this work, the reduced order generalized integrator (ROGI) and fuzzy logic control (FLC) are collectively used to reduce the current harmonics in the power system. FLC-SVM technique is used to maintain the process of SAF—Shunt active filter with fixed switching frequency. This proposed control technique consists of control loop for current to have fast and effective control. The Proportional Resonant controller is used to have control on voltage for a slow and effective control process which is also used to compensate reactive power. The shunt active filter is designed with the help of ROGI by integrating PI controller for fuzzy-based SVM to reduce the current harmonics on the load side. The results are achieved in MATLAB/SIMULINK software.

中文翻译:

人工智能与降阶广义积分器控制器的集成以降低电力系统谐波

在当前电力系统网络中,消费者越来越多地使用电子设备来控制和使用非线性类型的负载,将谐波注入到电力信号中,因此电能质量问题对当前的研究人员来说变得更具挑战性。在这项工作中,降阶广义积分器(ROGI)和模糊逻辑控制(FLC)共同用于减少电力系统中的电流谐波。FLC-SVM技术用于维持SAF-Shunt active filter具有固定开关频率的过程。这种建议的控制技术由控制回路组成,以便对电流进行快速有效的控制。比例谐振控制器用于控制电压以实现缓慢而有效的控制过程,该过程也用于补偿无功功率。并联有源滤波器是在 ROGI 的帮助下设计的,通过集成基于模糊 SVM 的 PI 控制器来减少负载侧的电流谐波。结果在 MATLAB/SIMULINK 软件中实现。
更新日期:2020-05-12
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