Fuzzy-like adaptive position control of induction motor

M. Bilal Qureshi*, Laiq Khan, Shahid Qamar, Muhammad Shafiq

*المؤلف المقابل لهذا العمل

نتاج البحث: Conference contribution

2 اقتباسات (Scopus)

ملخص

A novel technique named Fuzzy-Like Adaptive Control (FLAC) is proposed for adaptive position control of a nonlinear dynamic plant such as the Induction Motor (IM). To accurately track the rotor position of an IM, the key has been a proper design of a controller. The proposed method utilizes the Modified Gaussian Radial Basis Function Neural Network (M-GRBFNN) for the learning of error. This scheme involves edge triggered standard deviation to update the centers and variances of the error. The major benefit of the proposed approach is ease along with excellent performance. It has been proved that the tracking error converges to the neighborhood of zero. The success of the proposed scheme is confirmed with the help of real-time experiments.

اللغة الأصليةEnglish
عنوان منشور المضيف2016 Annual Connecticut Conference on Industrial Electronics, Technology and Automation, CT-IETA 2016
المحررونTarek Sobh, Khaled Elleithy
ناشرInstitute of Electrical and Electronics Engineers Inc.
رقم المعيار الدولي للكتب (الإلكتروني)9781509007998
المعرِّفات الرقمية للأشياء
حالة النشرPublished - مارس 1 2017
الحدث2016 Annual Connecticut Conference on Industrial Electronics, Technology and Automation, CT-IETA 2016 - Bridgeport, United States
المدة: أكتوبر ١٤ ٢٠١٦أكتوبر ١٥ ٢٠١٦

سلسلة المنشورات

الاسم2016 Annual Connecticut Conference on Industrial Electronics, Technology and Automation, CT-IETA 2016

Other

Other2016 Annual Connecticut Conference on Industrial Electronics, Technology and Automation, CT-IETA 2016
الدولة/الإقليمUnited States
المدينةBridgeport
المدة١٠/١٤/١٦١٠/١٥/١٦

ASJC Scopus subject areas

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