Title :
Fuzzy directional residual evaluation for multi leaks in pipelines
Author :
Verde, C. ; Gentil, S. ; Flores, O.
Author_Institution :
Inst. de Ing., UNAM Ciudad Univ., Mexico City, Mexico
Abstract :
This paper introduces a method to locate simultaneous leaks in a pipeline when only the inflow and outflow of the fluid are available. It is assumed that the fluid in the duct with fixed leaks positions can be described by an approximated finite dimensional model considering pressure at the end of the duct as control variables. This model is used to design a vector called residual pattern in steady state for each abnormal condition using a bank of unknown input observers in which each observer is robust to one leak and sensitive to the rest. Using these patterns a fuzzy reasoning is proposed which searches to match the direction of the real time residual vector with one element of the set of abnormal patterns. The performance of the approach is demonstrated using simulated and experimental data taken from a water pilot pipeline of approximate 132 m long and 0.104 m of diameter with flow rate of 12 l/s of water.
Keywords :
ducts; fuzzy reasoning; leak detection; maintenance engineering; mechanical engineering computing; observers; pipelines; vectors; duct fluid; finite dimensional model; fuzzy directional residual evaluation; fuzzy reasoning; input observers; pipeline leak location; pipeline multileaks; pressure control; real time residual vector; residual pattern; vector design; water pilot pipeline; Mathematical model; Observers; Pattern matching; Pipelines; Robustness; Steady-state; Vectors; Fault Diagnosis and Systems Supervision; Fuzzy Diagnosis; Pipeline Supervision; Residual Evaluation;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2