Incipient Fault Detection and Identification in Process Systems Using Accelerated Neural Network Learning

Alexander G. Parlos; Jayakumar Muthusami; Amir F. Atiya

doi:10.13182/nt94-a34919

Incipient Fault Detection and Identification in Process Systems Using Accelerated Neural Network Learning

Nuclear Technology ◽

10.13182/nt94-a34919 ◽

1994 ◽

Vol 105 (2) ◽

pp. 145-161 ◽

Cited By ~ 35

Author(s):

Alexander G. Parlos ◽

Jayakumar Muthusami ◽

Amir F. Atiya

Keyword(s):

Neural Network ◽

Fault Detection ◽

Neural Network Learning ◽

Process Systems ◽

Network Learning ◽

Detection And Identification ◽

Fault Detection And Identification ◽

Incipient Fault ◽

Incipient Fault Detection

Download Full-text

Fault Detection and Identification Using Neural Network and Fuzzy Logic

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)45730-2 ◽

1994 ◽

Vol 27 (16) ◽

pp. 185-190

Author(s):

K.W. Lee ◽

H.N. Lam

Keyword(s):

Neural Network ◽

Fuzzy Logic ◽

Fault Detection ◽

Detection And Identification ◽

Fault Detection And Identification

Download Full-text

Case Example 1: Motor incipient fault detection using artificial neural network and fuzzy logic technologies

Computer-aided Maintenance ◽

10.1007/978-1-4615-5305-2_12 ◽

1999 ◽

pp. 263-280 ◽

Cited By ~ 3

Author(s):

Mo-yuen Chow ◽

Yuan-Shin Lee ◽

H. Joel Trussell

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Fuzzy Logic ◽

Fault Detection ◽

Incipient Fault ◽

Artificial Neural ◽

Incipient Fault Detection

Download Full-text

Fault Detection and Identification Using Neural Network and Fuzzy Logic

Safety, Reliability and Applications of Emerging Intelligent Control Technologies ◽

10.1016/b978-0-08-042374-6.50033-x ◽

1995 ◽

pp. 185-190

Author(s):

K.W. Lee ◽

H.N. Lam

Keyword(s):

Neural Network ◽

Fuzzy Logic ◽

Fault Detection ◽

Detection And Identification ◽

Fault Detection And Identification

Download Full-text

Incipient fault detection of sensors used in wastewater treatment plants based on deep dropout neural network

SN Applied Sciences ◽

10.1007/s42452-020-03910-9 ◽

2020 ◽

Vol 2 (12) ◽

Author(s):

Barasha Mali ◽

Shahedul Haque Laskar

Keyword(s):

Neural Network ◽

Wastewater Treatment ◽

Fault Detection ◽

Wastewater Treatment Plants ◽

Incipient Fault ◽

Incipient Fault Detection

Download Full-text

Fault detection and identification spanning multiple processes by integrating PCA with neural network

Applied Soft Computing ◽

10.1016/j.asoc.2013.09.024 ◽

2014 ◽

Vol 14 ◽

pp. 4-11 ◽

Cited By ~ 19

Author(s):

Jing Zhou ◽

Aihuang Guo ◽

Branko Celler ◽

Steven Su

Keyword(s):

Neural Network ◽

Fault Detection ◽

Detection And Identification ◽

Fault Detection And Identification ◽

Multiple Processes

Download Full-text

Incipient Fault Detection In DC Machines Using A Neural Network

10.1109/acssc.1988.754641 ◽

2005 ◽

Cited By ~ 7

Author(s):

Mo-yuen Chow ◽

P. Mangum ◽

R.J. Thomas

Keyword(s):

Neural Network ◽

Fault Detection ◽

Incipient Fault ◽

Incipient Fault Detection

Download Full-text

Neural network based transformer incipient fault detection

2014 International Conference on Advances in Electrical Engineering (ICAEE) ◽

10.1109/icaee.2014.6838535 ◽

2014 ◽

Cited By ~ 3

Author(s):

Tapsi Nagpal ◽

Yadwinder Singh Brar

Keyword(s):

Neural Network ◽

Fault Detection ◽

Incipient Fault ◽

Incipient Fault Detection

Download Full-text

Methodologies of Using Neural Network and Fuzzy Logic Technologies for Motor Incipient Fault Detection

10.1142/3596 ◽

1997 ◽

Cited By ~ 42

Author(s):

Mo-Yuen Chow

Keyword(s):

Neural Network ◽

Fuzzy Logic ◽

Fault Detection ◽

Incipient Fault ◽

Incipient Fault Detection

Download Full-text

Fault detection and identification in a mobile robot using multiple model estimation and neural network

Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065) ◽

10.1109/robot.2000.846370 ◽

2002 ◽

Cited By ~ 69

Author(s):

P. Goel ◽

G. Dedeoglu ◽

S.I. Roumeliotis ◽

G.S. Sukhatme

Keyword(s):

Neural Network ◽

Fault Detection ◽

Mobile Robot ◽

Model Estimation ◽

Multiple Model ◽

Detection And Identification ◽

Fault Detection And Identification

Download Full-text

Deep Convolution Neural Network Based Fault Detection and Identification for Modular Multilevel Converters

2018 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm.2018.8586661 ◽

2018 ◽

Cited By ~ 4

Author(s):

Xiangshuai Qu ◽

Bin Duan ◽

Qiaoxuan Yin ◽

Mengjun Shen ◽

Yinxin Yan

Keyword(s):

Neural Network ◽

Fault Detection ◽

Convolution Neural Network ◽

Multilevel Converters ◽

Detection And Identification ◽

Fault Detection And Identification ◽

Modular Multilevel Converters ◽

Deep Convolution Neural Network

Download Full-text