MARC details
| 000 -LEADER |
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| fixed length control field |
07555cam a2200661 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
on1027678986 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20220712070119.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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| fixed length control field |
m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr ||||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
171213s2018 mau ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
STF |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
STF |
| Modifying agency |
OCLCQ |
| -- |
EBLCP |
| -- |
N$T |
| -- |
YDX |
| -- |
BNG |
| -- |
CEF |
| -- |
OCLCQ |
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K6U |
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IEEEE |
| -- |
OCLCO |
| -- |
OCLCQ |
| -- |
OCLCO |
| 019 ## - |
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| -- |
1039938711 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781630814977 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
1630814970 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
1608079724 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9781608079728 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)1027678986 |
| Canceled/invalid control number |
(OCoLC)1039938711 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TA168 |
| Item number |
.K56 2018eb |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
TEC |
| Subject category code subdivision |
009000 |
| Source |
bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
TEC |
| Subject category code subdivision |
035000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
620.001/171 |
| Edition number |
23 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
King, Stephen P., |
| Relator term |
author. |
| 9 (RLIN) |
1187597 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Equipment health monitoring in complex systems / |
| Statement of responsibility, etc |
Stephen P. King, Andrew R. Mills, Visakan Kadirkamanathan, David A. Clifton. |
| 264 #1 - |
|---|
| -- |
Boston : |
| -- |
Artech House, |
| -- |
[2018] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (ix, 208 pages) |
| 336 ## - |
|---|
| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
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| -- |
computer |
| -- |
c |
| -- |
rdamedia |
| 338 ## - |
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| -- |
online resource |
| -- |
cr |
| -- |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Artech House computing library |
| 588 0# - |
|---|
| -- |
Print version record. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
Machine generated contents note: |
| -- |
1. |
| Title |
Introduction -- |
| Miscellaneous information |
1.1. |
| Title |
Maintenance Strategies -- |
| Miscellaneous information |
1.2. |
| Title |
Overview of Health Monitoring -- |
| Miscellaneous information |
1.3. |
| Title |
Organization of Book Contents -- |
| -- |
References -- |
| Miscellaneous information |
2. |
| Title |
Systems Engineering for EHM -- |
| Miscellaneous information |
2.1. |
| Title |
Introduction -- |
| Miscellaneous information |
2.2. |
| Title |
Introduction to Systems Engineering -- |
| Miscellaneous information |
2.2.1. |
| Title |
Systems Engineering Processes -- |
| Miscellaneous information |
2.2.2. |
| Title |
Overview of Systems Engineering for EHM Design -- |
| Miscellaneous information |
2.2.3. |
| Title |
Summary -- |
| Miscellaneous information |
2.3. |
| Title |
EHM Design Intent -- |
| Miscellaneous information |
2.3.1. |
| Title |
State the Problem: Failure Analysis and Management -- |
| Miscellaneous information |
2.3.2. |
| Title |
Model the System: Approaches for Failure Modeling -- |
| Miscellaneous information |
2.3.3. |
| Title |
Investigate Alternatives: Failure Models -- |
| Miscellaneous information |
2.3.4. |
| Title |
Assess Performance: Case Study -- |
| Miscellaneous information |
2.4. |
| Title |
EHM Functional Architecture Design -- |
| Miscellaneous information |
2.4.1. |
| Title |
State the Problem: EHM Functional Architecture Design -- |
| Miscellaneous information |
2.4.2. |
| Title |
Model the System: Function Modeling and Assessment -- |
| Miscellaneous information |
2.4.3. |
| Title |
Investigate Alternatives: Tools for Functional Architecture Design -- |
| Miscellaneous information |
2.4.4. |
| Title |
Assess Performance: Gas Turbine EHM Architecture Optimization -- |
| Miscellaneous information |
2.5. |
| Title |
EHM Algorithm Design -- |
| Miscellaneous information |
2.5.1. |
| Title |
State the Problem: Monitoring Algorithm Design Process -- |
| Miscellaneous information |
2.5.2. |
| Title |
Model the System: Detailed Fault Mode Modeling -- |
| Miscellaneous information |
2.5.3. |
| Title |
Investigate Alternatives: Development Approaches -- |
| Miscellaneous information |
2.5.4. |
| Title |
Assess Performance: Algorithm Design Case Study -- |
| Miscellaneous information |
2.6. |
| Title |
Conclusion -- |
| -- |
References -- |
| Miscellaneous information |
3. |
| Title |
The Need for Intelligent Diagnostics -- |
| Miscellaneous information |
3.1. |
| Title |
Introduction -- |
| Miscellaneous information |
3.2. |
| Title |
The Need for Intelligent Diagnostics -- |
| Miscellaneous information |
3.3. |
| Title |
Overview of Machine Learning Capability -- |
| Miscellaneous information |
3.4. |
| Title |
Proposed Health Monitoring Framework -- |
| Miscellaneous information |
3.4.1. |
| Title |
Feature Extraction -- |
| Miscellaneous information |
3.4.2. |
| Title |
Data Visualization -- |
| Miscellaneous information |
3.4.3. |
| Title |
Model Construction -- |
| Miscellaneous information |
3.4.4. |
| Title |
Definition of Model Boundaries -- |
| Miscellaneous information |
3.4.5. |
| Title |
Verification of Model Performance -- |
| -- |
References -- |
| Miscellaneous information |
4. |
| Title |
Machine Learning for Health Monitoring -- |
| Miscellaneous information |
4.1. |
| Title |
Introduction -- |
| Miscellaneous information |
4.2. |
| Title |
Feature Extraction -- |
| Miscellaneous information |
4.3. |
| Title |
Data Visualization -- |
| Miscellaneous information |
4.3.1. |
| Title |
Principal Component Analysis -- |
| Miscellaneous information |
4.3.2. |
| Title |
Kohonen Network -- |
| Miscellaneous information |
4.3.3. |
| Title |
Sammon's Mapping -- |
| Miscellaneous information |
4.3.4. |
| Title |
NeuroScale -- |
| Miscellaneous information |
4.4. |
| Title |
Model Construction -- |
| Miscellaneous information |
4.5. |
| Title |
Definition of Model Boundaries -- |
| Miscellaneous information |
4.6. |
| Title |
Verification of Model Performance -- |
| Miscellaneous information |
4.6.1. |
| Title |
Verification of Regression Models -- |
| Miscellaneous information |
4.6.2. |
| Title |
Verification of Classification Models -- |
| -- |
References -- |
| Miscellaneous information |
5. |
| Title |
Case Studies of Medical Monitoring Systems -- |
| Miscellaneous information |
5.1. |
| Title |
Introduction -- |
| Miscellaneous information |
5.2. |
| Title |
Kernel Density Estimates -- |
| Miscellaneous information |
5.3. |
| Title |
Extreme Value Statistics -- |
| Miscellaneous information |
5.3.1. |
| Title |
Type-I EVT -- |
| Miscellaneous information |
5.3.2. |
| Title |
Type-II EVT -- |
| Miscellaneous information |
5.3.3. |
| Title |
Gaussian Processes -- |
| Miscellaneous information |
5.4. |
| Title |
Advanced Methods -- |
| -- |
References -- |
| Miscellaneous information |
6. |
| Title |
Monitoring Aircraft Engines -- |
| Miscellaneous information |
6.1. |
| Title |
Introduction -- |
| Miscellaneous information |
6.1.1. |
| Title |
Aircraft Engines -- |
| Miscellaneous information |
6.1.2. |
| Title |
Model-Based Monitoring Systems -- |
| Miscellaneous information |
6.2. |
| Title |
Case Study -- |
| Miscellaneous information |
6.2.1. |
| Title |
Aircraft Engine Air System Event Detection -- |
| Miscellaneous information |
6.2.2. |
| Title |
Data and the Detection Problem -- |
| Miscellaneous information |
6.3. |
| Title |
Kalman Filter-Based Detection -- |
| Miscellaneous information |
6.3.1. |
| Title |
Kalman Filter Estimation -- |
| Miscellaneous information |
6.3.2. |
| Title |
Kalman Filter Parameter Design -- |
| Miscellaneous information |
6.3.3. |
| Title |
Change Detection and Threshold Selection -- |
| Miscellaneous information |
6.4. |
| Title |
Multiple Model-Based Detection -- |
| Miscellaneous information |
6.4.1. |
| Title |
Hypothesis Testing and Change Detection -- |
| Miscellaneous information |
6.4.2. |
| Title |
Multiple Model Change Detection -- |
| Miscellaneous information |
6.5. |
| Title |
Change Detection with Additional Signals -- |
| Miscellaneous information |
6.6. |
| Title |
Summary -- |
| -- |
References -- |
| Miscellaneous information |
7. |
| Title |
Future Directions in Health Monitoring -- |
| Miscellaneous information |
7.1. |
| Title |
Introduction -- |
| Miscellaneous information |
7.2. |
| Title |
Emerging Developments Within Sensing Technology -- |
| Miscellaneous information |
7.2.1. |
| Title |
Low-Cost and Ubiquitous Sensing -- |
| Miscellaneous information |
7.2.2. |
| Title |
Ultra-Minaturization -- Nano and Quantum -- |
| Miscellaneous information |
7.2.3. |
| Title |
Bio-Inspired -- |
| Miscellaneous information |
7.2.4. |
| Title |
Summary -- |
| Miscellaneous information |
7.3. |
| Title |
Sensor Informatics for Medical Monitoring -- |
| Miscellaneous information |
7.3.1. |
| Title |
Deep Learning for Patient Monitoring -- |
| Miscellaneous information |
7.4. |
| Title |
Big Data Analytics and Health Monitoring -- |
| Miscellaneous information |
7.5. |
| Title |
Growth in Use of Digital Storage -- |
| Miscellaneous information |
7.5.1. |
| Title |
Example Health Monitoring Application Utilizing Grid Capability -- |
| Miscellaneous information |
7.5.2. |
| Title |
Cloud Alternatives -- |
| -- |
References. |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc |
This timely resource provides a practical introduction to equipment health monitoring (EHM) to ensure the cost effective operation and control of critical systems in defense, industrial, and healthcare applications. This book highlights how to frame health monitoring design applications within a system engineering process, to ensure an optimized EHM functional architecture and practical algorithm design.n nThis book clarifies the need for intelligent diagnostics and proposed health monitoring framework. Machine learning for health monitoring, including feature extraction, data visualization, model boundaries and performance is presented. Details about monitoring aircraft engines and model based monitoring systems are described in detail. Packed with two full chapters of case studies within industrial and healthcare settings, this book identifies key problems and provides insightful techniques for solving them. This resource provides a look into the future direction in health monitoring and emerging developments within sensing technology, big data analytics, and advanced computing capabilities. |
| -- |
Publisher abstract. |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Systems engineering. |
| 9 (RLIN) |
117265 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Structural health monitoring. |
| 9 (RLIN) |
345585 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Ingénierie des systèmes. |
| 9 (RLIN) |
964568 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Surveillance de l'état des structures. |
| 9 (RLIN) |
900302 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
systems engineering. |
| Source of heading or term |
aat |
| 9 (RLIN) |
117265 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
TECHNOLOGY & ENGINEERING |
| General subdivision |
Engineering (General) |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
866500 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
TECHNOLOGY & ENGINEERING |
| General subdivision |
Reference. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
866501 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Structural health monitoring. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01748414 |
| 9 (RLIN) |
345585 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Systems engineering. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01141455 |
| 9 (RLIN) |
117265 |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mills, Andrew R., |
| Relator term |
author. |
| 9 (RLIN) |
1187598 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kadirkamanathan, Visakan, |
| Dates associated with a name |
1962- |
| Relator term |
author. |
| 9 (RLIN) |
1187599 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Clifton, David A., |
| Relator term |
author. |
| 9 (RLIN) |
1187600 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| Main entry heading |
King, Stephen P. |
| Title |
Equipment health monitoring in complex systems. |
| Place, publisher, and date of publication |
Boston : Artech House, [2018] |
| International Standard Book Number |
1608079724 |
| Record control number |
(DLC) 2017285746 |
| -- |
(OCoLC)1013764660 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Artech House computing library. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1825914">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1825914</a> |
| 938 ## - |
|---|
| -- |
ProQuest Ebook Central |
| -- |
EBLB |
| -- |
EBL5430714 |
| 938 ## - |
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| -- |
EBSCOhost |
| -- |
EBSC |
| -- |
1825914 |
| 938 ## - |
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| -- |
IEEE |
| -- |
IEEE |
| -- |
9100204 |
| 938 ## - |
|---|
| -- |
YBP Library Services |
| -- |
YANK |
| -- |
15503375 |
| 994 ## - |
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| -- |
92 |
| -- |
INOPJ |
