DocumentCode
2128284
Title
Hydraulic servo system command shaping using iterative learning control
Author
Daley, S. ; Hätönen, J. ; Owens, D.H.
Author_Institution
Deparment of Autom. Control & Syst. Eng., Sheffield Univ.
fYear
2004
fDate
8-8 Sept. 2004
Firstpage
117
Lastpage
121
Abstract
Fluid power systems are utilised in a wide variety of industrial applications. Such systems are predominantly controlled by PID controllers that are often very conservatively tuned. In applications such as structural test machinery where demanding reference trajectories are required to be tracked with minimum error, the standard feedback control approach is often inadequate. In this paper the performance of a command shaping approach based on iterative learning control is evaluated as a potential solution to such problems. An adaptive gradient algorithm, recently developed at Sheffield, is shown to perform well on a hydraulic test facility that exhibits significant nonlinearity in its dynamic response.
Keywords
adaptive control; dynamic response; dynamic testing; gradient methods; hydraulic systems; intelligent control; learning (artificial intelligence); servomechanisms; adaptive gradient algorithm; command shaping; dynamic response nonlinearity; hydraulic servo system; hydraulic test facility; iterative learning control; reference trajectories; structural test machinery;
fLanguage
English
Publisher
iet
Conference_Titel
UKACC Control 2004 Mini Symposia
Conference_Location
Bath
ISSN
0537-9989
Print_ISBN
0-86341-451-6
Type
conf
Filename
1515265
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