Title :
Auto-commissioning and adaptive tuning of servo control parameters in an electro-hydraulic system based on physical plant model
Author :
Xiaomeng Cheng ; Shibo Zhang ; Yiun Chen ; Haicong Zhang ; Xu Zhu
Author_Institution :
Corp. Res. & Technol., EATON Co., Ltd., Shanghai, China
Abstract :
In industrial servo control systems, the system performance is significantly affected by the physical parameter variance from different machine configuration and from the hydraulic loop non-linearity. Parameter detuning deteriorates the system performance and may even cause system instability issue, and parameter tuning requires much labor effort. In this paper, based on the physical plant model, an auto-commissioning and adaptive tuning method is proposed in a servo motor driven hydraulic control system. The hydraulic loop parameter which is time-variant is off-line or on-line estimated and then used for auto-commissioning and adaptive tuning of control parameters. The proposed method is verified with experiment to achieve high repeatability of dynamic and steady-state performance in different working conditions, and requires zero effort for parameter tuning.
Keywords :
adaptive control; electrohydraulic control equipment; servomotors; adaptive tuning method; autocommissioning method; control parameters; dynamic performance; electrohydraulic system; hydraulic loop nonlinearity; hydraulic loop parameter; industrial servo control systems; machine configuration; parameter detuning; parameter tuning; physical parameter variance; physical plant model; servo motor driven hydraulic control system; steady-state performance; system instability issue; time-variant; Automation; Electro-hydraulic system; adaptive control; auto-commissioning; control system;
Conference_Titel :
Control and Modeling for Power Electronics (COMPEL), 2014 IEEE 15th Workshop on
Conference_Location :
Santander
DOI :
10.1109/COMPEL.2014.6877172