Adaptive fuzzy internal model control of thermal heating process

Muhammad Shafiq, Agus R. Widodo

نتاج البحث: المساهمة في مجلةمراجعة النظراء

1 اقتباس (Scopus)

ملخص

An adaptive fuzzy internal model control (IMC) scheme is proposed to control nonlinear systems with inherent time delay. A Takagi-Sugeno (TS) fuzzy modeling with adaptive tuner is used to obtain the plant model. TS model is obtained using experimental data of step responses at different input levels and the model accuracy is improved using the normalized least mean squares (nLMS) based online adaptive tuner. Adaptive inverse of the plant is established using adaptive inverse control scheme on TS model with adaptive tuner. The scheme is implemented on a laboratory scale heating process. The experimental results indicate that the heating process output tracks the reference signal.

اللغة الأصليةEnglish
الصفحات (من إلى)120-125
عدد الصفحات6
دوريةIEICE Electronics Express
مستوى الصوت1
رقم الإصدار6
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2004

ASJC Scopus subject areas

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  • ???subjectarea.asjc.3100.3104???
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