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12 - Aeronautical, Mechanical, Chemical and Manufacturing Engineering

Newcastle University

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Article title

Fault Localization in Batch Processes through Progressive Principal Component Analysis Modeling

Type

D - Journal article

DOI

10.1021/ie1025387

Title of journal

Industrial & Engineering Chemistry Research

Article number

Volume number

Issue number

First page of article

8153

ISSN of journal

1520-5045

Year of publication

2011

URL

http://dx.doi.org/10.1021/ie1025387

Number of additional authors

Additional information

This paper presents a unique multivariate statistical process monitoring (MSPM) technique for the establishment of fault propagation paths, for the first time offering new functionality to MSPM techniques in terms of fault diagnosis and localisation.

Interdisciplinary

Cross-referral requested

Research group

I - Process Modelling and Optimisation

Proposed double-weighted

Double-weighted statement

Reserve for a double-weighted output

Non-English

English abstract