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Kernel PCA-based GLRT for nonlinear fault detection of chemical processes
Mansouri, Majdi, Nounou, Mohamed, Nounou, Hazem, Karim, Nazmul
Published in Journal of loss prevention in the process industries (01.03.2016)
Published in Journal of loss prevention in the process industries (01.03.2016)
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Journal Article
Statistical fault detection using PCA-based GLR hypothesis testing
Harrou, Fouzi, Nounou, Mohamed N., Nounou, Hazem N., Madakyaru, Muddu
Published in Journal of loss prevention in the process industries (01.01.2013)
Published in Journal of loss prevention in the process industries (01.01.2013)
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Journal Article
Enhanced Multiscale Principal Component Analysis for Improved Sensor Fault Detection and Isolation
Malluhi, Byanne, Nounou, Hazem, Nounou, Mohamed
Published in Sensors (Basel, Switzerland) (26.07.2022)
Published in Sensors (Basel, Switzerland) (26.07.2022)
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Journal Article
Using SOM and PCA for analysing and interpreting data from a P-removal SBR
Aguado, D., Montoya, T., Borras, L., Seco, A., Ferrer, J.
Published in Engineering applications of artificial intelligence (01.09.2008)
Published in Engineering applications of artificial intelligence (01.09.2008)
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Journal Article
Research on Genetic Algorithm Fault Diagnosis in Chemical Process
Li, Zhihua, Chen, Jing
Published in IOP conference series. Materials Science and Engineering (01.07.2019)
Published in IOP conference series. Materials Science and Engineering (01.07.2019)
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Journal Article
A method for automotive fuel cell fault diagnosis based on PCA-APSO-SVM
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Conference Proceeding
Application of multiway ICA for on-line process monitoring of a sequencing batch reactor
Yoo, Chang Kyoo, Lee, Dae Sung, Vanrolleghem, Peter.A.
Published in Water research (Oxford) (01.04.2004)
Published in Water research (Oxford) (01.04.2004)
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Journal Article
An integrated approach to sensor FDI and signal reconstruction in HTGRs – Part II: Case studies
Uren, Kenneth R., van Schoor, George, du Rand, Carel P., Botha, Anrika
Published in Annals of nuclear energy (01.01.2016)
Published in Annals of nuclear energy (01.01.2016)
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Journal Article
Adaptive multiscale principal component analysis for on-line monitoring of a sequencing batch reactor
Lee, Dae Sung, Park, Jong Moon, Vanrolleghem, Peter A.
Published in Journal of biotechnology (16.03.2005)
Published in Journal of biotechnology (16.03.2005)
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Journal Article
Diagnosis of sensor precision degradation using Kullback‐Leibler divergence
Ji, Hongquan, He, Xiao, Zhou, Donghua
Published in Canadian journal of chemical engineering (01.02.2018)
Published in Canadian journal of chemical engineering (01.02.2018)
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Journal Article