An automated multi-objective optimization approach for aerodynamic 3D compressor blade design:
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis Book |
| Language: | English |
| Published: |
Aachen
Shaker
2011
|
| Series: | Berichte aus der Luft- und Raumfahrttechnik
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XIV, 170 S. Ill., graph. Darst. |
| ISBN: | 9783844006063 |
Staff View
MARC
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| 245 | 1 | 0 | |a An automated multi-objective optimization approach for aerodynamic 3D compressor blade design |c Amit Kumar Dutta |
| 264 | 1 | |a Aachen |b Shaker |c 2011 | |
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Record in the Search Index
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|---|---|
| adam_text | IMAGE 1
CONTENTS
NOMENCLATURE IX
ACRONYMS XIII
1 INTRODUCTION 1
1.1 COMPRESSOR DESIGN PROCESS 2
1.2 AERODYNAMIC BLADING 6
1.3 STATE OF THE ART IN AERODYNAMIC BLADE DESIGN 8
1.4 MOTIVATION AND OUTLINE OF THE THESIS 14
2 THEORETICAL BACKGROUND 17
2.1 MEANS FOR DESIGN PARAMETERIZATION 17
2.1.1 BEZIER-CURVES AND -SURFACES 18
2.1.2 B-SPLINE-CURVES AND -SURFACES 21
2.2 CONCEPT OF MULTI-OBJECTIVE OPTIMIZATION 26
2.2.1 FORMULATION OF A MULTI-OBJECTIVE OPTIMIZATION PROBLEM . 28 2.2.2
PARETO-OPTIMALITY 29
2.2.3 SOLVING MULTI-OBJECTIVE OPTIMIZATION PROBLEMS VIA GE- NETIC
ALGORITHMS 33
2.2.4 NON-DOMINATED SORTING GENETIC ALGORITHM-II (NSGA-II) . 38 2.2.5
ARCHIVE-BASED MICRO GENETIC ALGORITHM (AMGA) 39 2.3 PROCESS INTEGRATION
AND AUTOMATION 43
3 BLADE PARAMETERIZATION CONCEPT 47
3.1 RADIAL PARAM. OF CAMBER-LINE ANGLE DISTRIBUTION 50
3.2 RADIAL PARAMETERIZATION OF THICKNESS DISTRIBUTION 54
3.3 ALTERNATIVE PARAMETERIZATION APPROACHES 59
3.3.1 THROUGHFLOW-BASED PARAMETERIZATION 59
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1018057781
DIGITALISIERT DURCH
IMAGE 2
VIII CONTENTS
3.3.2 PARAMETERIZATION LIMITATION BASED ON EMPIRICAL DESIGN . . 61
4 AUTOMATED MULTI-OBJECTIVE Q3D BLADE DESIGN PROCESS 69 4.1 BLADE DESIGN
CRITERIA 70
4.2 FORMULATION OF THE BLADING PROBLEM 73
4.3 PROCESS FLOW FOR QUASI-3D BLADING 76
5 GENETIC OPTIMIZATION APPLIED TO Q3D BLADE DESIGN 81
5.1 CHARACTERIZATION OF NON-DOMINATED SOLUTIONS 82
5.2 GEOMETRIC AND AERODYNAMIC RESULTS 88
5.3 COMPARATIVE ANALYSIS AND DISCUSSION 97
6 VALIDATION OF Q3D BLADE DESIGN RESULTS VIA 3D-CFD 101
6.1 VALIDATION PROCESS 101
6.2 RESULTS AND DISCUSSION 103
7 BLADE DESIGN OPT. W.R.T. SECONDARY FLOW EFFECTS 109
7.1 STACKING PARAMETERIZATION 110
7.2 FORMULATION OF 3D BLADE DESIGN PROBLEM 113
7.3 PROCESS FLOW FOR 3D BLADE DESIGN 116
7.4 RESULTS AND DISCUSSION 119
8 CONCLUSIONS AND OUTLOOK 127
APPENDIX A: 3D-CFD VALIDATION RESULTS OF OPT. BLADES 131
APPENDIX B: 3D-CFD RESULTS FOR STACKING OPTIMIZATION 145
LIST OF FIGURES 153
LIST OF TABLES 161
REFERENCES 163
|
| any_adam_object | 1 |
| author | Dutta, Amit Kumar 1974- |
| author_GND | (DE-588)1021113123 |
| author_facet | Dutta, Amit Kumar 1974- |
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| author_variant | a k d ak akd |
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| bvnumber | BV039763515 |
| classification_rvk | ZL 5800 |
| ctrlnum | (OCoLC)778460205 (DE-599)DNB1018057781 |
| dewey-full | 629.1343530284 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 629 - Other branches of engineering |
| dewey-raw | 629.1343530284 |
| dewey-search | 629.1343530284 |
| dewey-sort | 3629.1343530284 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Maschinenbau / Maschinenwesen Verkehr / Transport |
| format | Thesis Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-10T00:10:55Z |
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| isbn | 9783844006063 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024624655 |
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| physical | XIV, 170 S. Ill., graph. Darst. |
| publishDate | 2011 |
| publishDateSearch | 2011 |
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| publisher | Shaker |
| record_format | marc |
| series2 | Berichte aus der Luft- und Raumfahrttechnik |
| spelling | Dutta, Amit Kumar 1974- Verfasser (DE-588)1021113123 aut An automated multi-objective optimization approach for aerodynamic 3D compressor blade design Amit Kumar Dutta Aachen Shaker 2011 XIV, 170 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Berichte aus der Luft- und Raumfahrttechnik Zugl.: Cottbus, Techn. Univ., Diss., 2011 Verdichter (DE-588)4078787-4 gnd rswk-swf Aerodynamik (DE-588)4000589-6 gnd rswk-swf Freiformfläche (DE-588)4198736-6 gnd rswk-swf Gestaltoptimierung (DE-588)4329076-0 gnd rswk-swf Radschaufel (DE-588)4128165-2 gnd rswk-swf Bemessung (DE-588)4005461-5 gnd rswk-swf Mehrkriterielle Optimierung (DE-588)4610682-0 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Verdichter (DE-588)4078787-4 s Radschaufel (DE-588)4128165-2 s Aerodynamik (DE-588)4000589-6 s Bemessung (DE-588)4005461-5 s Freiformfläche (DE-588)4198736-6 s Gestaltoptimierung (DE-588)4329076-0 s Mehrkriterielle Optimierung (DE-588)4610682-0 s DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024624655&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Dutta, Amit Kumar 1974- An automated multi-objective optimization approach for aerodynamic 3D compressor blade design Verdichter (DE-588)4078787-4 gnd Aerodynamik (DE-588)4000589-6 gnd Freiformfläche (DE-588)4198736-6 gnd Gestaltoptimierung (DE-588)4329076-0 gnd Radschaufel (DE-588)4128165-2 gnd Bemessung (DE-588)4005461-5 gnd Mehrkriterielle Optimierung (DE-588)4610682-0 gnd |
| subject_GND | (DE-588)4078787-4 (DE-588)4000589-6 (DE-588)4198736-6 (DE-588)4329076-0 (DE-588)4128165-2 (DE-588)4005461-5 (DE-588)4610682-0 (DE-588)4113937-9 |
| title | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design |
| title_auth | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design |
| title_exact_search | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design |
| title_full | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design Amit Kumar Dutta |
| title_fullStr | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design Amit Kumar Dutta |
| title_full_unstemmed | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design Amit Kumar Dutta |
| title_short | An automated multi-objective optimization approach for aerodynamic 3D compressor blade design |
| title_sort | an automated multi objective optimization approach for aerodynamic 3d compressor blade design |
| topic | Verdichter (DE-588)4078787-4 gnd Aerodynamik (DE-588)4000589-6 gnd Freiformfläche (DE-588)4198736-6 gnd Gestaltoptimierung (DE-588)4329076-0 gnd Radschaufel (DE-588)4128165-2 gnd Bemessung (DE-588)4005461-5 gnd Mehrkriterielle Optimierung (DE-588)4610682-0 gnd |
| topic_facet | Verdichter Aerodynamik Freiformfläche Gestaltoptimierung Radschaufel Bemessung Mehrkriterielle Optimierung Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024624655&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT duttaamitkumar anautomatedmultiobjectiveoptimizationapproachforaerodynamic3dcompressorbladedesign |