Data driven approach for fault detection and diagnosis of turbine in thermal power plant using Independent Component Analysis (ICA)

Thermal Power Plant ◽

Thermal Power ◽

Independent Component ◽

Data Driven ◽

Data Driven Approach ◽

A data-driven approach to simultaneous fault detection and diagnosis in data centers

Applied Soft Computing ◽

10.1016/j.asoc.2021.107638 ◽

2021 ◽

pp. 107638

Author(s):

Sahar Asgari ◽

Rohit Gupta ◽

Ishwar K. Puri ◽

Rong Zheng

Keyword(s):

Fault Detection ◽

Data Centers ◽

Data Driven ◽

Data Driven Approach ◽

A Novel Fault Detection and Diagnosis Scheme Based on Independent Component Analysis-Statistical Characteristics: Application on the Tennessee Eastman Benchmark Process

JOURNAL OF CHEMICAL ENGINEERING OF JAPAN ◽

10.1252/jcej.20we045 ◽

2021 ◽

Vol 54 (6) ◽

pp. 304-312

Author(s):

Cheng Zhang ◽

Xiaofang Zheng ◽

Yuan Li

Keyword(s):

Fault Detection ◽

Component Analysis ◽

Independent Component ◽

Statistical Characteristics ◽

Multiway independent component analysis mixture model and mutual information based fault detection and diagnosis approach of multiphase batch processes

AIChE Journal ◽

10.1002/aic.14051 ◽

2013 ◽

Vol 59 (8) ◽

pp. 2761-2779 ◽

Cited By ~ 18

Author(s):

Jie Yu ◽

Jingyan Chen ◽

Mudassir M. Rashid

Keyword(s):

Fault Detection ◽

Mutual Information ◽

Mixture Model ◽

Component Analysis ◽

Independent Component ◽

Batch Processes ◽

Detection And Diagnosis ◽

Diagnosis Approach

Fault detection and diagnosis based on modified independent component analysis

AIChE Journal ◽

10.1002/aic.10978 ◽

2006 ◽

Vol 52 (10) ◽

pp. 3501-3514 ◽

Cited By ~ 278

Author(s):

Jong-Min Lee ◽

S. Joe Qin ◽

In-Beum Lee

Keyword(s):

Fault Detection ◽

Component Analysis ◽

Independent Component ◽

Systematic Data-Driven Approach to Real-Time Fault Detection and Diagnosis in Automotive Engines

2006 IEEE Autotestcon ◽

10.1109/autest.2006.283654 ◽

2006 ◽

Cited By ~ 8

Author(s):

Setu Namburu ◽

Mark Wilcutts ◽

Shunsuke Chigusa ◽

Liu Qiao ◽

Kihoon Choi ◽

...

Keyword(s):

Fault Detection ◽

Real Time ◽

Data Driven ◽

Systematic Data ◽

Automotive Engines ◽

Data Driven Approach ◽

The Method of Fault Detection and Diagnosis for Induction Motors Based on Wavelets and Independent Component Analysis

International Journal of Digital Content Technology and its Applications ◽

10.4156/jdcta.vol5.issue9.45 ◽

2011 ◽

Vol 5 (9) ◽

pp. 405-410

Author(s):

Wang Kai ◽

Bai Ming ◽

Cong Lin ◽

Yang Ting ◽

Sun huayu

Keyword(s):

Fault Detection ◽

Induction Motors ◽

Component Analysis ◽

Independent Component ◽

Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)

Industrial & Engineering Chemistry Research ◽

10.1021/ie071496x ◽

2008 ◽

Vol 47 (18) ◽

pp. 6961-6971 ◽

Cited By ~ 68

Author(s):

Yingwei Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Nonlinear Processes ◽

Kernel Independent Component Analysis ◽

Dynamic kernel independent component analysis approach for fault detection and diagnosis

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243137 ◽

2017 ◽

Author(s):

Lin Feng ◽

Rongrong Sun

Keyword(s):

Fault Detection ◽

Component Analysis ◽

Independent Component ◽

Analysis Approach ◽

Kernel Independent Component Analysis ◽

Fault detection and diagnosis for wind turbines using data-driven approach

2012 7th Colombian Computing Congress (CCC) ◽

10.1109/colombiancc.2012.6398018 ◽

2012 ◽

Cited By ~ 2

Author(s):

Ruben Francisco Manrique ◽

Fabian Andres Giraldo ◽

Jorge Sofrony Esmeral

Keyword(s):

Fault Detection ◽

Wind Turbines ◽

Data Driven ◽

Data Driven Approach ◽

Detection And Diagnosis ◽

Using Data

Retraction of “Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)”

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.9b05805 ◽

2019 ◽

Vol 58 (45) ◽

pp. 20858-20858 ◽

Cited By ~ 1

Author(s):

Yingwei Zhang

Keyword(s):

Support Vector Machine ◽

Fault Detection ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Nonlinear Processes ◽

Kernel Independent Component Analysis ◽