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Fuzzy Logic Control D-STATCOM Technique

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Proceedings of International Conference on Artificial Intelligence and Applications

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1164))

Abstract

The distribution power system has power quality problems such as harmonics injected into the grid. This is mainly because of the presence of a nonlinear load in the system. The distribution static compensator (D-STATCOM) can alleviate power quality problems. Conventionally, proportional and integral (PI) controllers are used to control DC-link in D-STATCOM. However, the PI controller cannot provide optimal performance for sudden change, and this results in the lower transient response of D-STATCOM. Robust controllers like fuzzy logic controller (FLC) are required to improve the regulation of DC-link voltage. This paper presents the design of D-STATCOM-based fuzzy logic controller for a distribution power system. The fuzzy-based system provides adequate dynamic voltage control because of variations in PI gains appropriated using two-dimensional knowledge rule base and great sampling during the dynamic period. Triangular membership functions are constructed for reducing oscillations in the output of FLC, whereas Mamdani’s centered min operator is used for fuzzification and defuzzification. The synchronous reference frame theory (SRFT)-based control technique is implemented to generate reference current which is further used in voltage source converter (VSC) control. System performance is studied in MATLAB/SIMULINK platform.

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Authors and Affiliations

  1. Electrical and Electronics Department, Bhagwan Parshuram Institute of Technology Rohini, New Delhi, India

    Shikha Gupta &  Muskan

Authors
  1. Shikha Gupta
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  2. Muskan
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Corresponding author

Correspondence to Shikha Gupta .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, Maharaja Surajmal Institute of Technology, New Delhi, India

    Poonam Bansal

  2. Department of Electrical and Electronics Engineering, Maharaja Surajmal Institute of Technology, New Delhi, India

    Meena Tushir

  3. Department of Automation and Applied Software, Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas

  4. Department of Computer Science and Engineering, Indian Institute of Technology (BHU), Varanasi, India

    Rajeev Srivastava

Appendix

Appendix

Ls (Coupling Inductance) = 1 mH, Vs (source voltage) = 415 V, fs (supply frequency) = 50 Hz, filter impedance (Rf = 10 Ω, Cf = 1000 µF), Cdc (DC-link capacitor) = 1500 µF, Vdc (DC-link) = 800 V.

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© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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Gupta, S., Muskan (2021). Fuzzy Logic Control D-STATCOM Technique. In: Bansal, P., Tushir, M., Balas, V., Srivastava, R. (eds) Proceedings of International Conference on Artificial Intelligence and Applications. Advances in Intelligent Systems and Computing, vol 1164. Springer, Singapore. https://doi.org/10.1007/978-981-15-4992-2_17

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