Data-Driven Fault Detection and Reasoning for Industrial Monitoring (Record no. 200458061)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03874nam a22005655i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | TR-AnTOB |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20231116085138.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220103s2022 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789811680441 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-16-8044-1 |
| Source of number or code | doi |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | TR-AnTOB |
| Language of cataloging | eng |
| Description conventions | rda |
| Transcribing agency | TR-AnTOB |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | İngilizce |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | T59.5 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TBM |
| Source | bicssc |
| Subject category code | TEC037000 |
| Source | bisacsh |
| Subject category code | TBM |
| Source | thema |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) | |
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) | T59.5EBK |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wang, Jing. |
| Relator term | author. |
| Authority record control number or standard number | (orcid)0000-0002-6847-8452 |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Data-Driven Fault Detection and Reasoning for Industrial Monitoring |
| Medium | [electronic resource] / |
| Statement of responsibility, etc. | by Jing Wang, Jinglin Zhou, Xiaolu Chen. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2022. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Singapore : |
| Name of producer, publisher, distributor, manufacturer | Springer Nature Singapore : |
| -- | Imprint: Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice | 2022. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 347 ## - DIGITAL FILE CHARACTERISTICS | |
| File type | text file |
| Encoding format | |
| Source | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Intelligent Control and Learning Systems, |
| International Standard Serial Number | 2662-5466 ; |
| Volume/sequential designation | 3 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Introduction -- Basic Statistical Fault Detection Problems -- Principal Component Analysis -- Canonical Variate Analysis -- Partial Least Squares Regression -- Fisher Discriminant Analysis -- Canonical Variate Analysis -- Fault Classification based on Local Linear Embedding -- Fault Classification based on Fisher Discriminant Analysis -- Quality-Related Global-Local Partial Least Square Projection Monitoring -- Locality-Preserving Partial Least-Squares Statistical Quality Monitoring -- Locally Linear Embedding Orthogonal Projection to Latent Structure (LLEPLS) -- Bayesian Causal Network for Discrete Systems -- Probability Causal Network for Continuous Systems -- Dual Robustness Projection to Latent Structure Method based on the L_1 Norm. |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classification, isolation, and reasoning are studied in detail. These methods can be used to improve the safety and reliability of industrial processes. Fault diagnosis, including fault detection and reasoning, has attracted engineers and scientists from various fields such as control, machinery, mathematics, and automation engineering. Combining the diagnosis algorithms and application cases, this book establishes a basic framework for this topic and implements various statistical analysis methods for process monitoring. This book is intended for senior undergraduate and graduate students who are interested in fault diagnosis technology, researchers investigating automation and industrial security, professional practitioners and engineers working on engineering modeling and data processing applications. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Industrial engineering. |
| Topical term or geographic name entry element | Automation. |
| Topical term or geographic name entry element | Computational intelligence. |
| Topical term or geographic name entry element | Industrial Automation. |
| Topical term or geographic name entry element | Computational Intelligence. |
| Topical term or geographic name entry element | Automation. |
| 653 #0 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Fault location (Engineering) -- Data processing |
| Uncontrolled term | Industrial engineering -- Data processing |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhou, Jinglin. |
| Relator term | author. |
| Authority record control number or standard number | (orcid)0000-0003-1589-7423 |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| Personal name | Chen, Xiaolu. |
| Relator term | author. |
| Authority record control number or standard number | (orcid)0000-0002-4701-7235 |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Intelligent Control and Learning Systems, |
| International Standard Serial Number | 2662-5466 ; |
| Volume/sequential designation | 3 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/978-981-16-8044-1">https://doi.org/10.1007/978-981-16-8044-1</a> |
| Materials specified | Springer eBooks |
| Public note | Online access link to the resource |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | E-Book |
No items available.
