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Adaptive Fuzzy Controller of the Overhead Cranes With Nonlinear Disturbance

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1 Author(s)
Cheng-Yuan Chang ; Dept. of Electron. Eng., Ching Yun Univ., Jhongli

Overhead cranes are common industrial structures that are used in many factories and harbors. They are usually operated manually or by some conventional control methods, such as the optimal and PLC-based methods. The theme of this paper is to provide an effective all-purpose adaptive fuzzy controller for the crane. This proposed method does not need the complex dynamic model of the crane system, but it uses trolley position and swing angle information instead to design the fuzzy controller. An adaptive algorithm is provided to tune the free parameters in the crane control system. The ways to speed the transportation and reduce the computational efforts are also given. Therefore, the designing procedure of the proposed controller will be very easy. External disturbance, such as the wind and the hit, which always deteriorates the control performance, is also discussed in this paper to verify the robustness of the proposed adaptive fuzzy algorithm. At last, several experimental results with different wire length and payload weight compare the feasibility and effectiveness of the proposed scheme with conventional methods

Published in:

Industrial Informatics, IEEE Transactions on  (Volume:3 ,  Issue: 2 )

Date of Publication:

May 2007

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