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September 30, 2024e-Prime - Advances in Electrical Engineering Electronics and Energy26 citationsOpen Access

Critical study of type-2 fuzzy logic control from theory to applications: A state-of-the-art comprehensive survey

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FNF. Paul NishanthSDSaroja Kumar DashSMSoumya Ranjan Mahapatro

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Abstract

The review systematically explores the theoretical foundations of type-2 fuzzy sets and the associated mathematical frameworks of the advancements in type-2 fuzzy logic systems (T2-FLS), as well as a comprehensive overview of the state-of-the-art techniques and applications of type-2 fuzzy logic systems. The review's application-oriented section looks at a number of different areas where type-2 fuzzy logic has made a big difference. These areas include robotics, autonomous vehicle control, electric and electronic control, image processing, and railway control. This overview mainly discusses the past, present, and future trends in type-2 fuzzy logic applications. The primary contribution summarizes the most essential type-2 fuzzy logic research with theoretical and practical implications. This article will provide a critical path and a strong foundation for individuals interested in this field to pursue future research.

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Cite This Study

Nishanth et al. (2024) studied this question.

synapsesocial.com/papers/6a83ccf8ae27cf12b8c57639https://doi.org/10.1016/j.prime.2024.100771
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