Experimental Investigations into the Behavior of Scaling Factors in a Fuzzy Logic Speed Control Induction Motor with Model Reference Adaptive Control Article Swipe
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· 2022
· Open Access
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· DOI: https://doi.org/10.37936/ecti-eec.2022202.246896
This paper presents a self-tuning fuzzy logic speed controller (FLSC) with model reference adaptive control (MRAC) for an induction motor (IM) drive system. The MRAC is examined by output scaling the factor tuner for optimum motor speed performance. A detailed investigation is carried out on the scaling factor control of the input change error and main FLSC output increment. This proposed method utilizes seven simplified rules of the 5 × 5 matrix membership functions to minimize the computational burden and memory space limitations. All simulation work is conducted using Simulink and Fuzzy Tools in the MATLAB software and the experimental testing with the aid of a digital signal controller board, dSPACE DS1103. Based on the results, the output scaling factor makes a more significant impact on the performance effect compared to the input error scaling factor. The input change error and output SF also exhibit similar behavior, indicating that a large range of UoD tuners works well in terms of capability load rejection while a small range of UoD tuners performs well in terms of rise time. The analysis includes no-load and load tests to ascertain the overshoot percentage, rise time, and settling time for transient and steady-state conditions.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.37936/ecti-eec.2022202.246896
- https://ph02.tci-thaijo.org/index.php/ECTI-EEC/article/download/246896/167404
- OA Status
- hybrid
- Cited By
- 1
- References
- 31
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4283276846
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4283276846Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.37936/ecti-eec.2022202.246896Digital Object Identifier
- Title
-
Experimental Investigations into the Behavior of Scaling Factors in a Fuzzy Logic Speed Control Induction Motor with Model Reference Adaptive ControlWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-06-21Full publication date if available
- Authors
-
Muhamad Zamani Bin Ismail, Md Hairul Nizam Talib, Zulkifilie Ibrahim, Jurifa Mat Lazi, Mohd Shahrul Azmi Mohamad Yusoff, Baharuddin IsmailList of authors in order
- Landing page
-
https://doi.org/10.37936/ecti-eec.2022202.246896Publisher landing page
- PDF URL
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https://ph02.tci-thaijo.org/index.php/ECTI-EEC/article/download/246896/167404Direct link to full text PDF
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YesWhether a free full text is available
- OA status
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hybridOpen access status per OpenAlex
- OA URL
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https://ph02.tci-thaijo.org/index.php/ECTI-EEC/article/download/246896/167404Direct OA link when available
- Concepts
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Control theory (sociology), Settling time, DSPACE, Fuzzy logic, Induction motor, Controller (irrigation), Electronic speed control, Computer science, Scaling, Overshoot (microwave communication), Control engineering, Rise time, Engineering, Step response, Voltage, Control (management), Mathematics, Algorithm, Artificial intelligence, Telecommunications, Electrical engineering, Agronomy, Geometry, BiologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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1Total citation count in OpenAlex
- Citations by year (recent)
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2024: 1Per-year citation counts (last 5 years)
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31Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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