Title :
Adaptive control of hydraulic excavator manipulator
Author :
Zhang, Daqing ; He, Qinghua ; Wu, Xuan ; Zhang, Yunlong ; Zhao, Yuming
Author_Institution :
Sunward Intell. Equip. Co., Ltd., Changsha, China
Abstract :
The retrofitted electro-hydraulic system and hardware architecture of control system for hydraulic robotic excavator was introduced; the model of electro-hydraulic system was derived according to the principle of LUDV system. on the base of the above and results of experiments, the model was simplified, and the reference model for control was given; An adaptive controller (AC) and the adaptive control law were developed from the local parameter optimum. The test experiment on the trajectory tracking control of the excavator bucket tip was carried out, The result of tracking objective line for the AC and PID controller were present respectively. Form these results, the errors between the tested data and the target data for PID controller are more than 110mm when the level tracking velocity of the bucket speed was 107mm/s; for AC in this paper are less than 100mm at the speed of 135mm/s, the maximal nonlinearity is reduced to 3.8% from 4.8%. It shows that the proposed AC in this paper is valid and feasible.
Keywords :
adaptive control; control nonlinearities; excavators; hydraulic systems; industrial robots; maintenance engineering; mining equipment; three-term control; tracking; trajectory control; AC; LUDV system principle; PID controller; adaptive control law; bucket speed; control system hardware architecture; excavator bucket tip; hydraulic excavator manipulator; hydraulic robotic excavator; level tracking velocity; load independent flow distribution system; local parameter optimum; maximal nonlinearity reduction; reference model control; retrofitted electro-hydraulic system; target data; tested data; tracking objective line; trajectory tracking control; Adaptation models; Adaptive control; Control systems; Educational institutions; Mathematical model; Robots; Valves; Excavator; adaptive control; electro-hydraulic; proportional system; trajectory tracing;
Conference_Titel :
Mechatronics and Automation (ICMA), 2012 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4673-1275-2
DOI :
10.1109/ICMA.2012.6285100