Title :
Fault diagnosis for nonlinear hydraulic-mechanical drilling pipe handling system
Author :
Choux, Martin ; Blanke, Magens
Author_Institution :
Dept. of Engineerig, Univ. of Agder, Grimstad, Norway
Abstract :
Leakage and increased friction are common faults in hydraulic cylinders that can have serious consequences if they are not detected at early stage. In this paper, the design of a fault detector for a nonlinear hydraulic mechanical system is presented. By considering the system in steady state, two residual signals are generated and analysed with a composite hypothesis test which accommodates for unknown parameters. The resulting detector is able to detect abrupt changes in leakage or friction given the noisy pressure and position measurements. Test rig measurements validate the properties of residuals and high fidelity simulation and experimental results demonstrate the performance and feasibility of the proposed method.
Keywords :
design engineering; fault diagnosis; friction; hydraulic systems; mechanical testing; pipes; position measurement; pressure; composite hypothesis test; drilling pipe handling system; fault detector design; fault diagnosis; friction; high fidelity simulation; hydraulic cylinder; leakage; noisy pressure; nonlinear hydraulic mechanical system; nonlinear hydraulic-mechanical drilling pipe; position measurement; residual signal; test rig measurement;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6161363