Title :
Hydraulic manipulator virtual decomposition control with performance analysis using low-cost MEMS sensors
Author :
Koivumaki, Janne ; Honkakorpi, Janne ; Vihonen, Juho ; Mattila, Jouni
Author_Institution :
Dept. of Intell. Hydraulics & Autom., Tampere Univ. of Technol., Tampere, Finland
Abstract :
This paper presents closed-loop motion control of a heavy-duty hydraulic manipulator using non-linear model-based Virtual Decomposition Control (VDC), where the motion feedback is estimated solely with low-cost micro-electromechanical systems (MEMS) inertial sensors. By virtually decomposing the strongly non-linear and dynamically cross-coupled manipulator system into individually controlled subsystems, a significant improvement in overall control performance is achieved. The controller performance is analysed using planar Cartesian end-effector motion. The experiments show that the stability-guaranteed VDC approach based on low-cost MEMS sensor feedback yields a high-performance control solution: with a 0.85 m/s maximum velocity, the end-effector has a peak tracking error of 13 mm, which is a notable improvement by a factor of 3.6 compared to our previous work based on linear state feedback control.
Keywords :
closed loop systems; end effectors; feedback; hydraulic control equipment; microsensors; nonlinear control systems; VDC; closed-loop motion control; dynamically cross-coupled manipulator system; high-performance control solution; hydraulic manipulator virtual decomposition control; individually controlled subsystems; low-cost MEMS sensor feedback; low-cost microelectromechanical system inertial sensors; motion feedback; nonlinear model-based virtual decomposition control; performance analysis; planar cartesian end-effector motion; Angular velocity; Force; Joints; Manipulators; Micromechanical devices; Sensors; Vectors;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878196