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Data-Driven and Model-Based Methods for Fault Detection and Diagnosis

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data-Driven and Model-Based Methods for Fault Detection and DiagnosisMajdi Mansouri, Mohamed-Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou.
Author:	Mansouri, Majdi.
other author:	Harkat, Mohamed-Faouzi.
Published:	Amsterdam :Elsevier,2020.
Description:	1 online resource (322 p.).
Subject:	Chemical process control.
Online resource:	https://www.sciencedirect.com/science/book/9780128191644
ISBN:	9780128191651 (electronic bk.)

Data-Driven and Model-Based Methods for Fault Detection and Diagnosis
Mansouri, Majdi.

Data-Driven and Model-Based Methods for Fault Detection and Diagnosis[electronic resource] /Majdi Mansouri, Mohamed-Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou. - Amsterdam :Elsevier,2020. - 1 online resource (322 p.).

Includes bibliographical references and index.

1. Introduction; 2. Linear latent variable approaches for fault detection; 3. Nonlinear latent variable approaches for fault detection; 4. Multiscale latent variable (MSLV) approaches for fault detection; 5. Interval latent variable (ILV) approaches for fault detection; 6. Model based approaches for fault detection; 7. Conclusions and Perspectives.

ISBN: 9780128191651 (electronic bk.)Subjects--Topical Terms:

265824
Chemical process control.
Index Terms--Genre/Form:

214472
Electronic books.

LC Class. No.: TP155.75 / .M36 2020

Dewey Class. No.: 660.2815

Data-Driven and Model-Based Methods for Fault Detection and Diagnosis
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020 $a 9780128191651 (electronic bk.)
020 $a 0128191651 (electronic bk.)
035 $a 021872612
040 $a Uk $b eng $c Uk
041 0 $a eng
050 4 $a TP155.75 $b .M36 2020
082 0 4 $a 660.2815 $2 23
100 1 $a Mansouri, Majdi. $3 928476
245 1 0 $a Data-Driven and Model-Based Methods for Fault Detection and Diagnosis $h [electronic resource] / $c Majdi Mansouri, Mohamed-Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou.
260 $a Amsterdam : $b Elsevier, $c 2020.
300 $a 1 online resource (322 p.).
504 $a Includes bibliographical references and index.
505 0 $a 1. Introduction; 2. Linear latent variable approaches for fault detection; 3. Nonlinear latent variable approaches for fault detection; 4. Multiscale latent variable (MSLV) approaches for fault detection; 5. Interval latent variable (ILV) approaches for fault detection; 6. Model based approaches for fault detection; 7. Conclusions and Perspectives.
650 0 $a Chemical process control. $3 265824
650 0 $a Fault location (Engineering) $3 266155
650 0 $a System analysis. $3 182013
655 4 $a Electronic books. $2 local. $3 214472
700 1 $a Harkat, Mohamed-Faouzi. $3 928477
700 1 $a Nounou, Hazem N. $3 928478
700 1 $a Nounou, Mohamed N. $3 928479
856 4 0 $u https://www.sciencedirect.com/science/book/9780128191644