Data-driven and model-based methods for fault detection and diagnosis /

Data-Driven and Model-Based Methods for Fault Detection and Diagnosis covers techniques that improve the quality of fault detection and enhance monitoring through chemical and environmental processes. The book provides both the theoretical framework and technical solutions. It starts with a review o...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Mansouri, Majdi (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands ; Cambridge, MA : Elsevier, [2020]
Temas:
Chemical process control.
Fault location (Engineering)
System analysis.
Systems Analysis
Proc�ed�es chimiques > Contr�ole.
D�etection de d�efaut (Ing�enierie)
Analyse de syst�emes.
systems analysis.
Chemical process control
System analysis
Acceso en línea:Texto completo

MARC

LEADER 00000cam a2200000Mi 4500
001 SCIDIR_on1153690205
003 OCoLC
005 20231120010450.0
006 m o d
007 cr |n|||||||||
008 200507s2020 ne a ob 001 0 eng d
040 |a YDX  |b eng  |e rda  |e pn  |c YDX  |d N$T  |d EBLCP  |d UKAHL  |d ESU  |d COO  |d OCLCF  |d TEF  |d OPELS  |d NLW  |d OCLCO  |d K6U  |d OCLCQ  |d OCLCO 
019 |a 1139945789  |a 1140787590 
020 |a 9780128191651  |q (electronic bk.) 
020 |a 0128191651  |q (electronic bk.) 
020 |z 9780128191644 
020 |z 0128191643 
035 |a (OCoLC)1153690205  |z (OCoLC)1139945789  |z (OCoLC)1140787590 
050 4 |a TP155.75  |b .M36 2020 
082 0 4 |a 660.2815  |2 23 
100 1 |a Mansouri, Majdi,  |e author. 
245 1 0 |a Data-driven and model-based methods for fault detection and diagnosis /  |c Majdi Mansouri [and three others]. 
264 1 |a Amsterdam, Netherlands ;  |a Cambridge, MA :  |b Elsevier,  |c [2020] 
300 |a 1 online resource (xxv, 295 pages.) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |2 rdamedia 
338 |a online resource  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
588 |a Description based on print version record. 
520 |a Data-Driven and Model-Based Methods for Fault Detection and Diagnosis covers techniques that improve the quality of fault detection and enhance monitoring through chemical and environmental processes. The book provides both the theoretical framework and technical solutions. It starts with a review of relevant literature, proceeds with a detailed description of developed methodologies, and then discusses the results of developed methodologies, and ends with major conclusions reached from the analysis of simulation and experimental studies. The book is an indispensable resource for researchers in academia and industry and practitioners working in chemical and environmental engineering to do their work safely. 
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. 
650 0 |a Fault location (Engineering) 
650 0 |a System analysis. 
650 2 |a Systems Analysis  |0 (DNLM)D013597 
650 6 |a Proc�ed�es chimiques  |x Contr�ole.  |0 (CaQQLa)201-0033775 
650 6 |a D�etection de d�efaut (Ing�enierie)  |0 (CaQQLa)201-0138143 
650 6 |a Analyse de syst�emes.  |0 (CaQQLa)201-0007674 
650 7 |a systems analysis.  |2 aat  |0 (CStmoGRI)aat300077662 
650 7 |a Chemical process control  |2 fast  |0 (OCoLC)fst00853144 
650 7 |a Fault location (Engineering)  |2 fast  |0 (OCoLC)fst00921982 
650 7 |a System analysis  |2 fast  |0 (OCoLC)fst01141385 
776 0 8 |i Print version:  |t DATA-DRIVEN AND MODEL-BASED METHODS FOR FAULT DETECTION AND DIAGNOSIS.  |d [Place of publication not identified] ELSEVIER, 2020  |z 9780128191651  |w (OCoLC)1139945789 
776 0 8 |i Print version:  |z 9780128191644  |z 0128191643  |w (OCoLC)1111772703 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780128191644  |z Texto completo 

Ejemplares similares