TY - JOUR
T1 - Robust identification and control of mobile hydraulic systems using a decentralized valve structure
AU - Schwarz, Johannes
AU - Lohmann, Boris
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/10
Y1 - 2024/10
N2 - The control of mobile hydraulic systems presents several challenges: valve characteristics and position-dependent system behavior are sources of nonlinearity. In addition, position and velocity sensors are not common in mobile machines, although the primary objective is piston velocity control. The particular type of hydraulic system considered in this article uses four decentralized valves to control the inflow and outflow of the two cylinder chambers. In contrast to conventional controller synthesis by tuning PID-type controllers for different operating points, a systematic approach for robust identification and model-based control is presented. It benefits from the possibility of bypassing the cylinder chambers for the identification step. Here, the ranges of physical parameters are estimated to obtain a parametrization of all possible system realizations. To reduce the valve-dependent nonlinearity, electro-hydraulic pressure compensation is applied to all valves. Based on the identified model, a nominal linear quadratic Gaussian controller and a robust μ-synthesis controller are designed, tested, and compared to a state of the art PID controller with active damping The identification and control are partially demonstrated on a hydraulic test bed and in simulation.
AB - The control of mobile hydraulic systems presents several challenges: valve characteristics and position-dependent system behavior are sources of nonlinearity. In addition, position and velocity sensors are not common in mobile machines, although the primary objective is piston velocity control. The particular type of hydraulic system considered in this article uses four decentralized valves to control the inflow and outflow of the two cylinder chambers. In contrast to conventional controller synthesis by tuning PID-type controllers for different operating points, a systematic approach for robust identification and model-based control is presented. It benefits from the possibility of bypassing the cylinder chambers for the identification step. Here, the ranges of physical parameters are estimated to obtain a parametrization of all possible system realizations. To reduce the valve-dependent nonlinearity, electro-hydraulic pressure compensation is applied to all valves. Based on the identified model, a nominal linear quadratic Gaussian controller and a robust μ-synthesis controller are designed, tested, and compared to a state of the art PID controller with active damping The identification and control are partially demonstrated on a hydraulic test bed and in simulation.
KW - Mobile hydraulic system
KW - Robust control
KW - System identification
KW - Volume flow and pressure control
KW - μ-synthesis
UR - http://www.scopus.com/inward/record.url?scp=85199960016&partnerID=8YFLogxK
U2 - 10.1016/j.conengprac.2024.106030
DO - 10.1016/j.conengprac.2024.106030
M3 - Article
AN - SCOPUS:85199960016
SN - 0967-0661
VL - 151
JO - Control Engineering Practice
JF - Control Engineering Practice
M1 - 106030
ER -