MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02693naaaa2200505uu 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
BUT |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20230522094655.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
|---|
| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
|---|
| fixed length control field |
cr|mn|---annan |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
20220115s2022 xx |||||o ||| eng|| d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789811680441 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
oapen |
| Transcribing agency |
oapen |
| 041 0# - LANGUAGE CODE |
|---|
| Language code of text/sound track or separate title |
eng |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER |
|---|
| Universal Decimal Classification number |
004.8 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wang, Jing |
| Relationship |
auth |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Data-Driven Fault Detection and Reasoning for Industrial Monitoring |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Name of publisher, distributor, etc. |
Springer Nature |
| Date of publication, distribution, etc. |
2022 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic resource (264 p.) |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Intelligent Control and Learning Systems |
| 506 0# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Open Access |
| Source of term |
star |
| Standardized terminology for access restriction |
Unrestricted online 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. This is an open access book. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE |
|---|
| Terms governing use and reproduction |
Creative Commons |
| Use and reproduction rights |
by/4.0/ |
| Source of term |
cc |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Робототехника |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
4541 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Искусственный интеллект |
| Source of heading or term |
bicssc |
| 9 (RLIN) |
4518 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Multivariate causality analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Process monitoring |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Manifold learning |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Fault diagnosis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Data modeling |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Fault classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Fault reasoning |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Causal network |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Probabilistic graphical model |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Data-driven methods |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Industrial monitoring |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Open Access |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Zhou, Jinglin |
| Relationship |
auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chen, Xiaolu |
| Relationship |
auth |
| 830 ## - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| 9 (RLIN) |
4633 |
| Uniform title |
Intelligent Control and Learning Systems |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://library.oapen.org/bitstream/20.500.12657/52452/1/978-981-16-8044-1.pdf">https://library.oapen.org/bitstream/20.500.12657/52452/1/978-981-16-8044-1.pdf</a> |
| Access status |
0 |
| Public note |
Download |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Host name |
www.oapen.org |
| Uniform Resource Identifier |
<a href="https://directory.doabooks.org/handle/20.500.12854/77320">https://directory.doabooks.org/handle/20.500.12854/77320</a> |
| Access status |
0 |
| Public note |
Description |
| 909 ## - Составили записи |
|---|
| -- |
4 |
| -- |
Darya Shvetsova |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Универсальная десятичная классификация |
| Koha item type |
Electronic edition |
