As detecting the pressure signal is the main method in the real-time leak diagnosis of long pipeline,an abnormal pressure diagnosis method is proposed to make the leak diagnosis rapidly and accurately. Firstly,a combi...As detecting the pressure signal is the main method in the real-time leak diagnosis of long pipeline,an abnormal pressure diagnosis method is proposed to make the leak diagnosis rapidly and accurately. Firstly,a combination filter algorithm is designed to realize noise reduction. Then, an anomaly detection algorithm is designed to detect abnormal pressure on the head and tail of the pipeline. Finally, the relevancy of the detected novelties is computed by Pearson correlation coefficient to identify the leakages. The experimental results show that the proposed method can rapidly detect the leakage with few false alarms and accurately locate the position of the leakage.展开更多
基金the National Natural Science Foundation of China(Nos.61473069 and 61374124)the Natural Science Foundation of Liaoning Province(No.2013020043)the Fundamental Research Funds for the Central Universities of China(Nos.N140405002 and N130104001)
文摘As detecting the pressure signal is the main method in the real-time leak diagnosis of long pipeline,an abnormal pressure diagnosis method is proposed to make the leak diagnosis rapidly and accurately. Firstly,a combination filter algorithm is designed to realize noise reduction. Then, an anomaly detection algorithm is designed to detect abnormal pressure on the head and tail of the pipeline. Finally, the relevancy of the detected novelties is computed by Pearson correlation coefficient to identify the leakages. The experimental results show that the proposed method can rapidly detect the leakage with few false alarms and accurately locate the position of the leakage.
