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Design and Analysis of an Improved Approximated Fuzzy Logic Controller for Shunt Active Power Filter

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  • Rambir Singh

    (Motilal Nehru National Institute of Technology Allahabad, India)

  • Asheesh K. Singh

    (Motilal Nehru National Institute of Technology Allahabad, India)

Abstract

This paper presents the design and analysis of an improved approximated simplest fuzzy logic controller (IASFLC). A cascade combination of simplest 4-rule fuzzy logic controller (FLC) and an nth degree polynomial is proposed as an IASFLC to approximate the control characteristics of a 49-rule FLC. The scheme is based on minimizing the sum of square errors between the control outputs of a 49-rule FLC and a simplest 4-rule FLC in the entire range of universe of discourse (UOD). The coefficients of compensating polynomial are evaluated by solving instantaneous square error equations at various test points in the entire UOD. This IASFLC maps the output of a 49-rule FLC with absolute deviation of less than 5%. The proposed IASFLC is used to control the dc link voltage of a three phase shunt active power filter (APF). A detailed analysis is performed during transient and steady state conditions to check power quality (PQ) and dynamic performance indices. The performance of proposed IASFLC is compared with a 49-rule FLC and approximated simplest fuzzy logic controller (ASFLC) based on minimization of the deviation at central values of membership functions (MFs). It is found comparatively better for harmonic and reactive compensation with a comparable dynamic response. The memory requirement and computational time of proposed IASFLC are less than the ASFLC.

Suggested Citation

  • Rambir Singh & Asheesh K. Singh, 2012. "Design and Analysis of an Improved Approximated Fuzzy Logic Controller for Shunt Active Power Filter," International Journal of Fuzzy System Applications (IJFSA), IGI Global, vol. 2(3), pages 69-89, July.
    • Handle: RePEc:igg:jfsa00:v:2:y:2012:i:3:p:69-89
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