Title :
Stationarity index based segmentation approach in leak locating systems
Author_Institution :
Dept. of Appl. Electron., Politeh. Univ. of Timisoara, Timisoara
Abstract :
This paper presents a practical criterion for extracting piecewise stationary segments from pipeline leak signals, in order to better locate the leak on the pipe. The segmentation technique, that enables detecting and avoiding the non stationary abrupt, data changes, is based on computing the stationarity index (SI) function of the acquired noisy leak signals. A comparative study, involving different segmentation thresholds on real leak signals, captured in an experimental pipeline installation, indicate an optimum threshold. According to the proposed criterion, the signals acquired with pipeline´s end obstructed, practically needed no segmentation and gave the best estimates.
Keywords :
leak detection; pipelines; signal processing; leak locating systems; piecewise stationary segment; pipeline leak; segmentation approach; segmentation technique; stationarity index; time delay estimation; Additive noise; Data mining; Delay effects; Delay estimation; Leak detection; Pipelines; Pollution; Time frequency analysis; Time measurement; Transportation; Time delay estimation; leak detection; stationarity index;
Conference_Titel :
Optimization of Electrical and Electronic Equipment, 2008. OPTIM 2008. 11th International Conference on
Conference_Location :
Brasov
Print_ISBN :
978-1-4244-1544-1
Electronic_ISBN :
978-1-4244-1545-8
DOI :
10.1109/OPTIM.2008.4602467