Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Düren
Shaker Verlag
2019
|
| Series: | Berichte aus der Steuerungs- und Regelungstechnik
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 115 Seiten 8 Illustrationen |
| ISBN: | 9783844066982 3844066985 |
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MARC
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| 100 | 1 | |a Qian, Lu |e Verfasser |0 (DE-588)1189678950 |4 aut | |
| 245 | 1 | 0 | |a Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems |c Lu Qian |
| 264 | 1 | |a Düren |b Shaker Verlag |c 2019 | |
| 300 | |a VIII, 115 Seiten |b 8 Illustrationen | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Berichte aus der Steuerungs- und Regelungstechnik | |
| 502 | |b Dissertation |c Universität Duisburg-Essen |d 2019 | ||
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| 650 | 0 | 7 | |a Fehlererkennung |0 (DE-588)4133764-5 |2 gnd |9 rswk-swf |
| 653 | |a Fault detection | ||
| 653 | |a Model-based | ||
| 653 | |a Rolling element bearing systems | ||
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Record in the Search Index
| _version_ | 1804180277370552320 |
|---|---|
| adam_text | CONTENTS
I
ABBREVIATION
AND
NOTATION
VI
1
INTRODUCTION
1
1.1
BACKGROUND
AND
MOTIVATION
1
1.1.1
SIGNAL
PROCESSING
BASED
FAULT
DIAGNOSIS
2
1.1.2
MODEL-BASED
FAULT
DIAGNOSIS
TECHNIQUES
3
1.2
OBJECTIVES
OF
THE
WORK
4
1.3
OUTLINE
OF
THE
THESIS
5
2
FUNDAMENTALS
OF
ROLLING
ELEMENT
BEARINGS
9
2.1
TYPES
OF
ROLLING
ELEMENT
BEARINGS
9
2.2
ROLLING
ELEMENT
BEARINGS
COMPONENTS
AND
GEOMETRY
9
2.2.1
COMPONENTS
OF
ROLLING
ELEMENT
BEARINGS
10
2.2.2
GEOMETRY
OF
ROLLING
ELEMENT
BEARINGS
12
2.3
BEARING
KINEMATICS
AND
FAULT
CHARACTERISTIC
FREQUENCIES
12
2.4
DYNAMIC
MODELING
OF
A
ROLLING
ELEMENT
BEARING
SYSTEM
15
2.4.1
DYNAMIC
MODEL
OF
ROLLING
ELEMENT
BEARING
IN
FAULT
FREE
CASE
16
2.4.2
LOCALIZED
FAULT
MODELING
OF
ROLLING
ELEMENT
BEARING
20
2.4.3
NUMERICAL
EXAMPLES
AND
MODEL
VALIDATION
22
2.5
CONCLUDING
REMARKS
3
VIBRATION
SIGNAL
ANALYSIS
TECHNIQUES
FOR
BEARING
FAULTS
3.1
TIME
DOMAIN
ANALYSIS
3.1.1
TIME
DOMAIN
PARAMETERS
3.1.2
ADAPTIVE
SIGNAL
PROCESSING
3.2
FREQUENCY
DOMAIN
ANALYSIS
3.3
TIME-FREQUENCY
DOMAIN
ANALYSIS
3.3.1
WAVELET
ANALYSIS
3.3.2
EMPIRICAL
MODE
DECOMPOSITION
3.3.3
MINIMUM
ENTROPY
DECONVOLUTION
TECHNIQUE
.
3.4
CONCLUDING
REMARKS
...............................................................................................
44
4
MODEL-BASED
FAULT
ESTIMATION
FOR
ROLLING
ELEMENT
BEARING
SYSTEMS
47
4.1
A
SIMPLIFIED
MODEL
OF
ROLLING
ELEMENT
BEARING
SYSTEMS
.....................................
48
4.2
SYSTEM
IDENTIFICATION
OF
ROLLING
ELEMENT
BEARING
..............................................
50
4.3
OBSERVER-BASED
FAULT
ESTIMATION
FOR
BEARING
SYSTEMS
..................................
53
4.3.1
HI
OPTIMAL
OBSERVER
...............................................................................
53
4.3.2
ESTIMATION
OF
ENERGY
LEVEL
OF
THE
FAULT
FORCE
........................................
55
4.4
EXPERIMENTAL
EXAMPLES
........................................................................................
60
4.5
CONCLUDING
REMARKS
...............................................................
.
64
5
ADAPTIVE
OBSERVER-BASED
RESIDUAL
GENERATOR
DESIGN
FOR
BEARING
SYSTEMS
67
5.1
PROBLEM
FORMULATION
...........................................................................................
67
5.2
PRELIMINARIES
........................................................................................................
68
5.2.1
DIAGNOSTIC
OBSERVER
..................................................................................
68
5.2.2
PARITY
SPACE
SCHEME
...........................................................................
70
5.2.3
INTERCONNECTIONS
BETWEEN
DO
AND
PS
SCHEMES
.................................
71
5.3
ADAPTIVE
OBSERVER-BASED
RESIDUAL
GENERATOR
.............................................
73
5.3.1
DESIGN
OF
LS
OBSERVER
GAIN
.......................................
73
5.3.2
THE
ADAPTIVE
RESIDUAL
GENERATOR
SCHEME
.............................................
74
5.4
AN
EXPERIMENTAL
EXAMPLE
...............................................................................
79
5.5
CONCLUDING
REMARKS
..............................................................................................
81
6
BLIND
IDENTIFICATION
WITH
APPLICATION
TO
BEARING
FAULT
DATA
FUSION
83
6.1
PRELIMINARIES
ON
BLIND
IDENTIFICATION
AND
PROBLEM
FORMULATION
........
84
6.1.1
BLIND
SYSTEM
IDENTIFICATION
..................................................................
84
6.1.2
PROBLEM
FORMULATION
...............................................................................
85
6.2
CHARACTERISTIC
POLYNOMIALS
IDENTIFICATION
....................................
87
6.3
NUMERATOR
POLYNOMIAL
MATRICES
IDENTIFICATION
.................................................
90
6.3.1
IDENTIFICATION
FOR
THE
HYBRID
TRANSFER
MATRIX
........................................
90
6.3.2
IDENTIFICATION
FOR
EACH
CHANNEL
TRANSFER
MATRICES
....................................
94
6.4
A
NUMERICAL
EXAMPLE
.........................................................
96
6.5
CONCLUDING
REMARKS
.............................................................................................
102
7
CONCLUSIONS
AND
FUTURE
WORK
103
BIBLIOGRAPHY
105
II
|
| any_adam_object | 1 |
| author | Qian, Lu |
| author_GND | (DE-588)1189678950 |
| author_facet | Qian, Lu |
| author_role | aut |
| author_sort | Qian, Lu |
| author_variant | l q lq |
| building | Verbundindex |
| bvnumber | BV046028721 |
| ctrlnum | (OCoLC)1098774805 (DE-599)DNB1183942117 |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Thesis Book |
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| id | DE-604.BV046028721 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:33:12Z |
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| institution_GND | (DE-588)1064118135 |
| isbn | 9783844066982 3844066985 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031410627 |
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| owner | DE-83 |
| owner_facet | DE-83 |
| physical | VIII, 115 Seiten 8 Illustrationen |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | Shaker Verlag |
| record_format | marc |
| series2 | Berichte aus der Steuerungs- und Regelungstechnik |
| spelling | Qian, Lu Verfasser (DE-588)1189678950 aut Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems Lu Qian Düren Shaker Verlag 2019 VIII, 115 Seiten 8 Illustrationen txt rdacontent n rdamedia nc rdacarrier Berichte aus der Steuerungs- und Regelungstechnik Dissertation Universität Duisburg-Essen 2019 Zustandsbeobachter (DE-588)4139505-0 gnd rswk-swf Wälzlager (DE-588)4064163-6 gnd rswk-swf Fehlererkennung (DE-588)4133764-5 gnd rswk-swf Fault detection Model-based Rolling element bearing systems (DE-588)4113937-9 Hochschulschrift gnd-content Wälzlager (DE-588)4064163-6 s Fehlererkennung (DE-588)4133764-5 s Zustandsbeobachter (DE-588)4139505-0 s DE-604 Shaker Verlag (DE-588)1064118135 pbl DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031410627&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Qian, Lu Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems Zustandsbeobachter (DE-588)4139505-0 gnd Wälzlager (DE-588)4064163-6 gnd Fehlererkennung (DE-588)4133764-5 gnd |
| subject_GND | (DE-588)4139505-0 (DE-588)4064163-6 (DE-588)4133764-5 (DE-588)4113937-9 |
| title | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems |
| title_auth | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems |
| title_exact_search | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems |
| title_full | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems Lu Qian |
| title_fullStr | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems Lu Qian |
| title_full_unstemmed | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems Lu Qian |
| title_short | Observer-Based Fault Detection and Estimation of Rolling Element Bearing Systems |
| title_sort | observer based fault detection and estimation of rolling element bearing systems |
| topic | Zustandsbeobachter (DE-588)4139505-0 gnd Wälzlager (DE-588)4064163-6 gnd Fehlererkennung (DE-588)4133764-5 gnd |
| topic_facet | Zustandsbeobachter Wälzlager Fehlererkennung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031410627&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT qianlu observerbasedfaultdetectionandestimationofrollingelementbearingsystems AT shakerverlag observerbasedfaultdetectionandestimationofrollingelementbearingsystems |