An Optimal Type-۲ Fuzzy Sliding Mode Control of a Cylindrical Robotic Arm

سال انتشار: 1401
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 103

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شناسه ملی سند علمی:

AEROSPACE21_044

تاریخ نمایه سازی: 10 خرداد 1402

چکیده مقاله:

In this paper, a type-۲ fuzzy sliding mode control (T۲-FSMC) is suggested for the trajectory tracking of a cylindrical robotic arm. By using Whale Optimization Algorithm (WOA), the parameters of the proposed controller are optimized. For robustness against external disturbance and parameter uncertainty, sliding mode control (SMC) is proposed. Type-۲ fuzzy systems are designated by type-۲ membership functions that can be very useful to handle uncertainties and minimize their effects. To improve the effectiveness of the SMC and type-۲ fuzzy logic, can combine them and benefit from the advantages of both methods. Also, by utilizing the Lyapunov stability theorem closed-loop system stability is proved. The simulation results present the merits of the suggested controller.

نویسندگان

S. Abolfazl. Mokhtari

Flight and Engineering Department Imam Ali University Tehran, Iran

Kazem. Imani

Flight and Engineering Department Imam Ali University Tehran, Iran

A.A Naderi

Flight and Engineering Department Imam Ali University Tehran, Iran