A New Gas Path Fault Diagnostic Method of Gas Turbine Based on Support Vector Machine

[1]  Lior Rokach,et al.  Data Mining And Knowledge Discovery Handbook , 2005 .

[2]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[3]  Allan J. Volponi,et al.  Gas Turbine Engine Health Management: Past, Present, and Future Trends , 2014 .

[4]  Laibin Zhang,et al.  Research on fault diagnosis for reciprocating compressor valve using information entropy and SVM method , 2009 .

[5]  Corinna Cortes,et al.  Support-Vector Networks , 1995, Machine Learning.

[6]  Yi-Guang Li,et al.  Performance-analysis-based gas turbine diagnostics: A review , 2002 .

[7]  L. A. Urban Parameter Selection for Multiple Fault Diagnostics of Gas Turbine Engines , 1975 .

[8]  Jie Chen,et al.  Robust Model-Based Fault Diagnosis for Dynamic Systems , 1998, The International Series on Asian Studies in Computer and Information Science.

[9]  Vishal Sethi,et al.  Optimization of Aero Gas Turbine Maintenance Using Advanced Simulation and Diagnostic Methods , 2014 .

[10]  Zhang Hong-peng Development and Electric Power Generation Technology of the Combustion Turbine , 2008 .

[11]  Asoke K. Nandi,et al.  Support vector machines for detection and characterization of rolling element bearing faults , 2001 .

[12]  K. R. Al-Balushi,et al.  Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection , 2003 .

[13]  Cheng Haozhong,et al.  Fault diagnosis of power transformer based on multi-layer SVM classifier , 2005 .

[14]  Nader Meskin,et al.  Multiple-Model Sensor and Components Fault Diagnosis in Gas Turbine Engines Using Autoassociative Neural Networks , 2014 .

[15]  N. R. Sakthivel,et al.  Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine , 2011, Expert Syst. Appl..

[16]  Gang Niu,et al.  Development of an optimized condition-based maintenance system by data fusion and reliability-centered maintenance , 2010, Reliab. Eng. Syst. Saf..

[17]  Adel Abdennour,et al.  Hardware implementation of a fuzzy logic stabilizer on a laboratory scale power system , 2005 .