Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India

Research Article

ANN Application of the APF Improved for DG Unit System Reliability

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  • @INPROCEEDINGS{10.4108/eai.7-6-2021.2308861,
        author={T. Santhosh kumar and Dr.J.  Shanmugam},
        title={ANN Application of the APF Improved for DG Unit System Reliability},
        proceedings={Proceedings of the First International Conference on Computing, Communication and Control System, I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India},
        publisher={EAI},
        proceedings_a={I3CAC},
        year={2021},
        month={6},
        keywords={3-level inverter ann controller series and shunt active filters power quality and harmonic distortion},
        doi={10.4108/eai.7-6-2021.2308861}
    }
    
  • T. Santhosh kumar
    Dr.J. Shanmugam
    Year: 2021
    ANN Application of the APF Improved for DG Unit System Reliability
    I3CAC
    EAI
    DOI: 10.4108/eai.7-6-2021.2308861
T. Santhosh kumar1,*, Dr.J. Shanmugam2
  • 1: Research Scholar Dept of EEE, Bharath Institute of Higher Education and Research, Chennai, Tamil Nadu India
  • 2: Professor Dept of EEE, Bharath Institute of Higher Education and Research, Chennai, Tamil Nadu India
*Contact email: santhoshkmr562@gmail.com

Abstract

Generally, Power Quality is the chiefworry in the present power system. It mainly effects due to sudden changes in load, other environmental conditions. Power Quality main effects on system voltage and current. To compensate the problems in system voltage a series active filter is proposed and also for mitigating system currents a active shunt filter is implemented. The gate signals required for series and shunt filters is designed with help of system parameters and dc-link voltage of filter. To get better quality and harmonic distortion, an artificial neural network is executed to control the dc-link voltage of both filters. This system is verified using Matlab/Simulink and evaluated the results with conventional controller.