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Position control of robot manipulator: Design a novel SISO adaptive sliding mode fuzzy PD fuzzy sliding mode control.


Citation

Sulaiman, Nasri and Piltan, Farzin and Allahdadi, Sadeq and Dialame, Mohammadali and Abbas, Zulkifly (2011) Position control of robot manipulator: Design a novel SISO adaptive sliding mode fuzzy PD fuzzy sliding mode control. International Journal of Artificial intelligence and Expert System, 2 (5). pp. 196-214. ISSN 2180-124X

Abstract

This research focuses on design Single Input Single Output (SISO) adaptive sliding mode fuzzy PD fuzzy sliding mode algorithm with estimates the equivalent part derived in the Lyapunov sense. The stability of the closed-loop system is proved mathematically based on the Lyapunov method. Proposed method introduces a SISO fuzzy system to compensate for the model uncertainties of the system and eliminate the chattering by linear boundary layer method. This algorithm is used a SISO fuzzy system to alleviate chattering and to estimate the control gain in the control law and presented a scheme to online tune of sliding function. To attenuate the chattering phenomenon this method developed a linear boundary layer and the parameter of the sliding function is online tuned by adaptation laws. This algorithm will be analyzed and evaluated on robotic manipulators and design adaption laws of adaptive algorithms after that writing Lyapunov function candidates and prove the asymptotic convergence of the closed-loop system using Lyapunov stability theorem mathematically. Compare and evaluate proposed method and sliding mode algorithms under disturbance. In regards to the former, we will be looking at the availability of online tuning methodology and the number of fuzzy if-then rules inherent to the fuzzy system being used and the corresponding computational load. Our analysis of the results will be limited to tracking accuracy and chattering.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
Keywords: Sliding mode algorithm; Adaptive sliding mode fuzzy PD fuzzy sliding mode algorithm; Estimator; Lyapunov method; Model uncertainties; Linear boundary layer method; Chattering phenomenon.
Depositing User: Muizzudin Kaspol
Date Deposited: 07 Jan 2015 07:23
Last Modified: 07 Jan 2015 07:23
URI: http://psasir.upm.edu.my/id/eprint/23185
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