Deep Compression of Neural Networks for Fault Detection on Tennessee Eastman Chemical Processes

2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE) ◽

10.1109/icbaie52039.2021.9389826 ◽

2021 ◽

Author(s):

Mingxuan Li ◽

Yuanxun Shao

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Chemical Processes ◽

Eastman Chemical

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Fault detection and classification in chemical processes based on neural networks with feature extraction

ISA Transactions ◽

10.1016/s0019-0578(07)60013-5 ◽

2003 ◽

Vol 42 (4) ◽

pp. 651-664 ◽

Author(s):

Yifeng Zhou ◽

Juergen Hahn ◽

M. Sam Mannan

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Fault Detection ◽

Chemical Processes ◽

Fault Detection And Classification

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Distilling Knowledge From an Ensemble of Convolutional Neural Networks for Seismic Fault Detection

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.3034960 ◽

2020 ◽

pp. 1-5

Author(s):

Zirui Wang ◽

Bo Li ◽

Naihao Liu ◽

Bangyu Wu ◽

Xu Zhu

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Convolutional Neural Networks ◽

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Fault detection and diagnosis of a blade pitch system in a floating wind turbine based on Kalman filters and artificial neural networks

Renewable Energy ◽

10.1016/j.renene.2020.12.116 ◽

2021 ◽

Author(s):

Seongpil Cho ◽

Minjoo Choi ◽

Zhen Gao ◽

Torgeir Moan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Fault Detection ◽

Wind Turbine ◽

Kalman Filters ◽

Fault Detection And Diagnosis ◽

Floating Wind Turbine ◽

Artificial Neural ◽

Pitch System ◽

Detection And Diagnosis

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Fault detection and diagnosis for Air Handling Unit based on multiscale convolutional neural networks

Energy and Buildings ◽

10.1016/j.enbuild.2021.110795 ◽

2021 ◽

Vol 236 ◽

pp. 110795

Author(s):

Fanyong Cheng ◽

Wenjian Cai ◽

Xin Zhang ◽

Huanyue Liao ◽

Can Cui

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Convolutional Neural Networks ◽

Fault Detection And Diagnosis ◽

Air Handling Unit ◽

Detection And Diagnosis

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High Impedance Fault Detection in Distribution Systems: An Approach Based on Fourier Transform and Artificial Neural Networks

2020 Workshop on Communication Networks and Power Systems (WCNPS) ◽

10.1109/wcnps50723.2020.9263766 ◽

2020 ◽

Author(s):

Jonas Villela de Souza ◽

Gabriela Nunes Lopes ◽

Jose Carlos Melo Vieira ◽

Eduardo N. Asada

Keyword(s):

Neural Networks ◽

Fourier Transform ◽

Artificial Neural Networks ◽

Fault Detection ◽

Distribution Systems ◽

High Impedance ◽

High Impedance Fault ◽

Artificial Neural

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Visualization analysis for fault diagnosis in chemical processes using recurrent neural networks

Journal of the Taiwan Institute of Chemical Engineers ◽

10.1016/j.jtice.2020.06.016 ◽

2020 ◽

Vol 112 ◽

pp. 137-151

Author(s):

Jia-Lin Kang

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Recurrent Neural Networks ◽

Chemical Processes ◽

Visualization Analysis

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Design of sensor and actuator multi model fault detection and isolation system using state space neural networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/659/1/012034 ◽

2015 ◽

Vol 659 ◽

pp. 012034 ◽

Author(s):

Andrzej Czajkowski

Keyword(s):

Neural Networks ◽

Fault Detection ◽

State Space ◽

Fault Detection And Isolation ◽

Isolation System

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Wavelet based fault detection in analog VLSI circuits using neural networks

Applied Soft Computing ◽

10.1016/j.asoc.2007.10.023 ◽

2008 ◽

Vol 8 (4) ◽

pp. 1592-1598 ◽

Author(s):

P. Kalpana ◽

K. Gunavathi

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Analog Vlsi ◽

Vlsi Circuits ◽

Analog Vlsi Circuits

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On the application and design of artificial neural networks for motor fault detection. II

IEEE Transactions on Industrial Electronics ◽

10.1109/41.222640 ◽

1993 ◽

Vol 40 (2) ◽

pp. 189-196 ◽

Author(s):

M.-Y. Chow ◽

R.N. Sharpe ◽

J.C. Hung

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Fault Detection ◽

Artificial Neural

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Neural Networks and their Application in Fault Detection and Diagnosis

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)42429-3 ◽

1997 ◽

Vol 30 (18) ◽

pp. 367-372 ◽

Author(s):

Józef Korbicz

Keyword(s):

Neural Networks ◽

Fault Detection ◽

Fault Detection And Diagnosis ◽

Detection And Diagnosis

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