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Boiler tube leakage can cause outages and huge power generation loss. Therefore, early detection of leaks in boiler tubes is necessary to avoid such accidents. In this study, a boiler tube leak detection and classification mechanism was designed using wavelet packet transform (WPT) analysis fault diagnosis domain, but these techniques
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Download Citation | A method of diagnosing leakage of boiler steam and water pipes based on genetic neural network | It is of great significance to study the …
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Jan 01, 2012 · Abstract. Boiler tube leakage is the major reason of affecting the safe operation of the unit now, there are 3 methods of the "four tube" leakage detection: Traditional method, filtering method and acoustic spectrum analysis, acoustic spectrum analysis is the common method, but this method have low sensitivity and the sensor damage easily.
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Nov 07, 2020 · Boiler waterwall tube leakage is the most probable cause of failure in steam power plants (SPPs). The development of an intelligent tube leak detection system can increase the efficiency and reliability of modern power plants. The idea of e-maintenance based on multivariate algorithms was recently introduced for intelligent fault detection and diagnosis in …
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Feb 15, 2019 · Abstract: Tube leakage of steam boiler can decrease the whole efficiency of thermal power plant, and eventually cause an outage. In this paper, we propose a fault detection method based on machine learning for boiler tube leakage fault in thermal power plant. First, we introduce the clustering-based fault detection method and explain results.
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Study on Acoustic Catheter of Boiler Tube Leakage Monitoring Systems Yongxing Lv, Qiang Feng North China Electric Power University Beijing City, China e-mail: [email protected] Abstract Boiler tube leakage is the major reason of affecting the safe operation of …
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Download Citation | A method of diagnosing leakage of boiler steam and water pipes based on genetic neural network | It is of great significance to study the …
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Download Citation | A method of diagnosing leakage of boiler steam and water pipes based on genetic neural network | It is of great significance to study the …
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detection of leaks in boiler tubes is necessary to avoid such accidents. In this study, a boiler tube leak detection and classification mechanism was designed using wavelet packet transform (WPT) analysis of the acoustic emission (AE) signals acquired from the boiler tube and a fully connected deep neural network (FC-DNN).
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A study on fault diagnosis of boiler tube leakage based on neural network using data mining technique in the thermal power plant January 2017 Transactions of the Korean Institute of …
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Apr 10, 2019 · The GA-like method allows for selection of significant features, and the SVM detects a leak in boiler tubes using the selected features. Experimental results indicate that the proposed method outperforms a state-of-the-art principle component analysis (PCA) method in leakage detection.
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Feb 25, 2021 · Although the aforementioned studies focused on developing tools to detect fault operations of the power plant at early stages, few studies have been conducted on developing an appropriate tool for real-time detection of a boiler leak based upon fewer process variable data from a commercial subcritical coal-fired power plant.
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