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Real Time Neuro-Hysteresis Controller Implementation in Shunt Active Power Filter

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Advances in Decision Sciences, Image Processing, Security and Computer Vision (ICETE 2019)

Part of the book series: Learning and Analytics in Intelligent Systems ((LAIS,volume 4))

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Abstract

The Performance of Shunt Active filter depends on the Filtration capacity of the Harmonics Contents Present in the Signal. This paper explores the effectiveness of Feed Forward Back Propagation Network model controller in Conjunction with a modified hysteresis current controller implementation in a Voltage Source Converter based active power filter. At first Reference compensation current is achieved by using the neural network controller and then switching signal initiation is carried out by the developed hysteresis controller in the designed filter. To validate the effectiveness of the designed filter with the implementation of hysteresis controller, Simulation and Experimentation with DSPACE 1104 Platform carried out.

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Author information

Authors and Affiliations

  1. Department of Electrical and Electronics Engineering, Sreenidhi Institute of Science and Technology, Hyderabad, India

    Pratap Sekhar Puhan

  2. Department of Electrical and Electronics Engineering, SRK University, Bhopal, MP, India

    S. D. Sandeep

Authors
  1. Pratap Sekhar Puhan
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  2. S. D. Sandeep
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Corresponding author

Correspondence to Pratap Sekhar Puhan .

Editor information

Editors and Affiliations

  1. School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar, Odisha, India

    Suresh Chandra Satapathy

  2. Department of CSE, CMR Technical Campus, Hyderabad, Telangana, India

    K. Srujan Raju

  3. Department of CSE, Osmania University, University College of Engineering, Hyderabad, Telangana, India

    K. Shyamala

  4. Department of ECE, Osmania University, University College of Engineering, Hyderabad, Telangana, India

    D. Rama Krishna

  5. Institute of Informatics and Telecommunications, Reshetnev Siberian State University of Science and Technology, Krasnoyarsk, Russia

    Margarita N. Favorskaya

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Puhan, P.S., Sandeep, S.D. (2020). Real Time Neuro-Hysteresis Controller Implementation in Shunt Active Power Filter. In: Satapathy, S.C., Raju, K.S., Shyamala, K., Krishna, D.R., Favorskaya, M.N. (eds) Advances in Decision Sciences, Image Processing, Security and Computer Vision. ICETE 2019. Learning and Analytics in Intelligent Systems, vol 4. Springer, Cham. https://doi.org/10.1007/978-3-030-24318-0_43

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