Condition monitoring of complex rotating machines using system identification and speech processing techniques: = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin
Logos
2008
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | III, 115 S. Ill., graph. Darst. |
| ISBN: | 9783832521196 |
Internformat
MARC
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| 245 | 1 | 0 | |a Condition monitoring of complex rotating machines using system identification and speech processing techniques |b = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |c von Nicolás Carrillo Ramírez |
| 246 | 1 | 1 | |a Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
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Datensatz im Suchindex
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| adam_text | CONTENTS CONTENTS 1. INTRODUCTION 1 1.1. ROTATING MACHINES AND CONDITION
MONITORING: HISTORY AND METHODOLOGY... 1 1.2. GOALS AND OBJECTIVES OF
THE THESIS 3 1.3. ORGANIZATION OF THE THESIS 4 2. FUNDAMENTALS OF THE
CONDITION MONITORING OF ROTATING MACHINES 7 2.1. MAINTENANCE AS
CORNERSTONE OF THE CONDITION MONITORING 7 2.2. MAIN TYPES OF MAINTENANCE
8 2.2.1. CORRECTIVE MAINTENANCE 8 2.2.2. PREVENTIVE MAINTENANCE 9 2.3.
CONDITION MONITORING BASED ON VIBRATION ANALYSIS 11 2.3.1. BRIEF
INTRODUCTION 11 2.3.2. VIBRATION ANALYSIS BASED ON NEURAL NETWORKS 14
2.3.3. VIBRATION ANALYSIS BASED ON WAVELETS 16 3. CONDITION MONITORING
OF COMPLEX ROTATING MACHINES USING NON-PARAMETRIC MODELING 19 3.1.
INTRODUCTORY REMARKS 19 3.2. STATISTICAL METHODS 21 3.2.1. BRIEF
INTRODUCTION 21 3.2.2. MEANVALUE 21 3.2.3. EFFECTIVE VALUE (RMS) 22
3.2.4. PEAKVALUES 22 3.2.5. CRESTFACTOR 23 3.2.6. PROBABILITY DENSITY
MOMENTS 23 3.2.6.1. BRIEF INTRODUCTION 23 3.2.6.2. SKEWNESS 23 3.2.6.3.
KURTOSIS 24 3.3. FOURIER ANALYSIS 24 3.3.1. BRIEF ANALYSIS 24 3.3.2.
CONVERSION OF SIGNALS INTO THE FREQUENCY DOMAIN 25 3.3.3. THE FOURIER
TRANSFORM 25 3.3.4. THE DISCRETE FOURIER TRANSFORM (DFT) 25 3.4.
CEPSTRUM ANALYSIS 26 3.4.1. BRIEF INTRODUCTION 26 3.4.2 BIBLIOGRAFISCHE
INFORMATIONEN HTTP://D-NB.INFO/992155452 DIGITALISIERT DURCH 3.6.4.
COMPLEX ENVELOPE OF S (T) 36 3.6.5. REAL ENVELOPE OF 5 (F) 37 3.6.6.
INSTANTANEOUS PHASE OF S(T) 37 3.7. FEATURES EXTRACTION AND
CLASSIFICATION OF MECHANICAL CHARACTERISTICS 37 3.7.1. BRIEF
INTRODUCTION 37 3.7.2. CLASS DEFINITION 38 3.7.3. THE DETERMINATION OF
SILHOUETTES SIMILARITIES AND THEIR CLASSIFICATION 38 3.8. CONCLUDING
REMARKS 41 4. CONDITION MONITORING OF COMPLEX ROTATING MACHINES USING
PARAMETRIC MODELING 43 4.1. INTRODUCTORY REMARKS 43 4.2. ARMA MODELING
44 4.2.1. BRIEF INTRODUCTION 44 4.2.2. FUNDAMENTALS OF ARMA MODELING 44
4.2.2. L.STATIONARITY 44 4.2.2.2.WHITE NOISE 45 4.2.3. AUTOREGRESSION
(AR) MODELING 45 4.2.4. MOVING AVERAGE (MA) MODELING 46 4.2.5.
AUTOREGRESSIVE MOVING AVERAGE (ARMA) MODELING 47 4.3. ARX MODELING 47
4.3.1. BASICS OF THE ARX MODELING 47 4.3.2. MAIN CHARACTERISTICS OF THE
ARX MODELING 48 4.4. THE STEIGLITZ-MCBRIDE MODELING TECHNIQUE 48 4.4.1.
BASICS OF THE STEIGLITZ-MCBRIDE MODELING 48 4.4.2. THE STEIGLITZ-MCBRIDE
MODELING AS A IIR FILTER 49 4.5. THE AKAIKE CRITERION AS REFERENCE FOR
AUTOREGRESSIVE MODEL SELECTION 49 4.5.1. BRIEF INTRODUCTION 49 4.5.2.
THE ORDER SELECTION 50 4.6. PARAMETRIC SPECTRUM ESTIMATION 50 4.6.1.
CLASSICAL SPECTRUM ESTIMATION TECHNIQUES 50 4.6.2. AUTOREGRESSIVE
SPECTRUM ESTIMATION 52 5 5.4.5. CHARACTERIZATION (CLASSIFICATION) OF
MECHANICAL CHARACTERISTICS 65 5.5. THE PITCH ANALYSIS 66 5.5.1. BRIEF
INTRODUCTION 66 5.5.2. THE PITCH ESTIMATION 67 5.5.2.1.
AUTOCORRELATION-BASED ESTIMATION 68 5.5.2.2. CEPSTRUM-BASED ESTIMATION
69 5.5.3. PITCH ESTIMATION AS GENDER DETECTOR (HUMAN CASE) 70 5.6. THE
PITCH ANALYSIS AS A HEALTHINESS PARAMETER OF COMPLEX ROTATING MACHINES
70 6. INDUSTRIAL APPLICATION 73 6.1. INTRODUCTORY REMARKS 73 6.2.
PRESENTATION OF THE INDUSTRIAL APPLICATION 73 6.2.1. BACKGROUND 73
6.2.2. THE JUSTIFICATION OF THIS WORK 75 6.3. DATA ACQUISITION 76 6.3.1.
THE HARDWARE AND SOFTWARE 76 6.3.2. THE SENSOR PLACEMENT 76 6.3.3. THE
TEST CYCLES IN THE PRODUCTION STAGES 77 6.4. RESULTS OF THE CONDITION
MONITORING DURING THE PRODUCTION STAGES 77 6.4.1. RESULTS OF THE
NON-PARAMETRIC METHODS 78 6.4.2. RESULTS OF THE PARAMETRIC METHODS 86
6.4.3. RESULTS OF THE SPEECH PROCESSING TECHNIQUES 87 6.5. CONCLUDING
REMARKS 93 7. SUMMARY 95 7.1. SUMMARY IN ENGLISH 95 7.2. ZUSAMMENFASSUNG
IN DEUTSCHER SPRACHE 96 LIST OF SYMBOLS AND ABBREVIATIONS 101 LIST OF
TABLES AND FIGURES 105 BIBLIOGRAPHY AND REFERENCES 109
|
| any_adam_object | 1 |
| author | Carrillo Ramírez, Nicolas |
| author_facet | Carrillo Ramírez, Nicolas |
| author_role | aut |
| author_sort | Carrillo Ramírez, Nicolas |
| author_variant | r n c rn rnc |
| building | Verbundindex |
| bvnumber | BV024629382 |
| classification_rvk | ZL 3600 |
| ctrlnum | (OCoLC)310130745 (DE-599)DNB992155452 |
| dewey-full | 681.76310287 621.80287 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 681 - Precision instruments and other devices 621 - Applied physics |
| dewey-raw | 681.76310287 621.80287 |
| dewey-search | 681.76310287 621.80287 |
| dewey-sort | 3681.76310287 |
| dewey-tens | 680 - Manufacture of products for specific uses 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Handwerk und Gewerbe / Verschiedene Technologien |
| format | Thesis Book |
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| indexdate | 2024-07-09T22:03:23Z |
| institution | BVB |
| isbn | 9783832521196 |
| language | English |
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| physical | III, 115 S. Ill., graph. Darst. |
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| spelling | Carrillo Ramírez, Nicolas Verfasser aut Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken von Nicolás Carrillo Ramírez Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken Berlin Logos 2008 III, 115 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Zugl.: Kaiserslautern, Techn. Univ., Diss., 2008 Maschinenschwingung (DE-588)4130655-7 gnd rswk-swf Diagnosesystem (DE-588)4149458-1 gnd rswk-swf Mähdrescher (DE-588)4036877-4 gnd rswk-swf Rotierende Masse (DE-588)4663284-0 gnd rswk-swf Maschine (DE-588)4037786-6 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Zustandsüberwachung (DE-588)4369492-5 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Maschine (DE-588)4037786-6 s Rotierende Masse (DE-588)4663284-0 s Diagnosesystem (DE-588)4149458-1 s Sprachverarbeitung (DE-588)4116579-2 s DE-604 Mähdrescher (DE-588)4036877-4 s Zustandsüberwachung (DE-588)4369492-5 s Maschinenschwingung (DE-588)4130655-7 s DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018600995&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Carrillo Ramírez, Nicolas Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken Maschinenschwingung (DE-588)4130655-7 gnd Diagnosesystem (DE-588)4149458-1 gnd Mähdrescher (DE-588)4036877-4 gnd Rotierende Masse (DE-588)4663284-0 gnd Maschine (DE-588)4037786-6 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Zustandsüberwachung (DE-588)4369492-5 gnd |
| subject_GND | (DE-588)4130655-7 (DE-588)4149458-1 (DE-588)4036877-4 (DE-588)4663284-0 (DE-588)4037786-6 (DE-588)4116579-2 (DE-588)4369492-5 (DE-588)4113937-9 |
| title | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
| title_alt | Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
| title_auth | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
| title_exact_search | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
| title_full | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken von Nicolás Carrillo Ramírez |
| title_fullStr | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken von Nicolás Carrillo Ramírez |
| title_full_unstemmed | Condition monitoring of complex rotating machines using system identification and speech processing techniques = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken von Nicolás Carrillo Ramírez |
| title_short | Condition monitoring of complex rotating machines using system identification and speech processing techniques |
| title_sort | condition monitoring of complex rotating machines using system identification and speech processing techniques zustandsuberwachung komplexer rotierender maschinen mittels modellbildung und speech processing techniken |
| title_sub | = Zustandsüberwachung komplexer rotierender Maschinen mittels Modellbildung- und Speech-Processing-Techniken |
| topic | Maschinenschwingung (DE-588)4130655-7 gnd Diagnosesystem (DE-588)4149458-1 gnd Mähdrescher (DE-588)4036877-4 gnd Rotierende Masse (DE-588)4663284-0 gnd Maschine (DE-588)4037786-6 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Zustandsüberwachung (DE-588)4369492-5 gnd |
| topic_facet | Maschinenschwingung Diagnosesystem Mähdrescher Rotierende Masse Maschine Sprachverarbeitung Zustandsüberwachung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018600995&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT carrilloramireznicolas conditionmonitoringofcomplexrotatingmachinesusingsystemidentificationandspeechprocessingtechniqueszustandsuberwachungkomplexerrotierendermaschinenmittelsmodellbildungundspeechprocessingtechniken AT carrilloramireznicolas zustandsuberwachungkomplexerrotierendermaschinenmittelsmodellbildungundspeechprocessingtechniken |