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基于近似模型的可靠性优化设计(英文版)

ABSTRACT第8-9页
摘要第10-14页
LIST OF SYMBOLS第14-16页
Chapter 1: INTRODUCTION第16-26页
    1.1 Research significance第16-17页
    1.2 Reliability analysis第17-18页
    1.3 Reliability-based design optimization (RBDO)第18-21页
        1.3.1 The nested-double loop method第18-19页
        1.3.2 The single-loop method第19-20页
        1.3.3 The decouple-loop method第20-21页
    1.4 Multidisciplinarydesign optimization第21-22页
    1.5 Approximate functions for RBDO and MDO第22-24页
    1.6 Outline of the dissertation第24-26页
Chapter2: FUNDAMENTAL REVIEW, METHODS FOR RELIABILITYANALYSIS AND RELIABILITY-BASEDDESIGNOPTIMIZATION第26-46页
    2.1 Introduction第26页
    2.2 Reliability analysis第26-29页
        2.2.1 Brief description of reliability analysis technique第26-28页
        2.2.2 Reliability index approach (RIA)第28页
        2.2.3 Performance measure approach (PMA)第28-29页
    2.3 Reliability-based design optimization第29-36页
        2.3.1 RBDO using the performance measure第29-32页
            2.3.1.1 RBDO based on RIA第31-32页
            2.3.1.2 RBDO based on PMA第32页
        2.3.2 Singleloop reliability-based design optimization第32-34页
        2.3.3 Decouple method-SORA第34-36页
    2.4 Multidisciplinary design optimization第36-43页
        2.4.1 Individual disciplinefeasible (IDF) method第37-38页
        2.4.2 Multidisciplinary feasible (MDF) method第38-39页
        2.4.3 All-at-once (AAO) method第39-40页
        2.4.4 Collaborative optimization (CO) method第40-41页
        2.4.5 Concurrent subspace optimization (CSSO) method第41-42页
        2.4.6 Bi-levelintegratedsystemsynthesis (BLISS)第42-43页
    2.5 Brief of response surface approximation第43-45页
        2.5.1 Quadratic polynomial function第43页
        2.5.2 Radial basis function第43-44页
        2.5.3 Kriging function第44-45页
    2.6 Conclusions第45-46页
Chapter 3: RELIABILITY ANALYSIS BYUSING FORM ANDAPPROXIMATE FUNCTION第46-67页
    3.1 Introduction第46-47页
    3.2 Approximate functions第47-49页
        3.2.1 Radial basis function method第47-48页
        3.2.2 Polynomial regression method第48-49页
    3.3 Description of reliability analysis methods第49-55页
        3.3.1 First-order reliability method第49-53页
            3.3.1.1 Reliability index approach (RIA)第49-52页
            3.3.1.2 Performance measure approach (PMA)第52-53页
        3.3.2 Second-order reliability method (SORM)第53-55页
    3.4 Procedure of reliability analysis using HL-RF method and RBF approximatefunction第55-59页
    3.5 Numerical examples第59-65页
        3.5.1 Example 1第59-61页
        3.5.2 Example 2第61-63页
        3.5.3 Example 3第63-65页
    3.6 Conclusions第65-67页
Chapter 4: AN EFFICIENT APPROACH FOR RELIABILITY-BASEDDESIGN OPTIMIZATION COMBINEDSEQUENTIAL OPTIMIZATION WITH APPROXIMATE MODELS第67-85页
    4.1 Introduction第67-69页
    4.2 Reliability analysis第69页
    4.3 The reliability-based design optimization approach based on approximatemodels第69-73页
        4.3.1 Construction of approximate models第69-71页
        4.3.2 Sequential optimization and reliability assessment (SORA)第71-72页
        4.3.3 Procedure of the proposed approach第72-73页
    4.4 Numerical examples第73-84页
        4.4.1 Example1第73-76页
        4.4.2 Example 2第76-78页
        4.4.3 Example 3第78-81页
        4.4.4 Example 4第81-84页
    4.5 Conclusions第84-85页
Chapter5: SEQUENTIAL OPTIMIZATION AND RELIABILITY ASSESSMENT FOR MULTIDISCIPLINARY DESIGN OPTIMIZATIONBASED ON RBF APPROXIMATEFUNCTION第85-99页
    5.1 Introduction第85-87页
    5.2 Construct RBF approximate function第87-88页
    5.3 RBMDO problem第88-91页
    5.4 The procedure of RBMDO method第91-94页
        5.4.1 Transform RBMDO into RBDO problem第92-94页
        5.4.2 Perform RBDO problem第94页
    5.5 Numerical examples第94-98页
        5.5.1 Example 1第94-96页
        5.5.2 Example 2第96-98页
    5.6 Conclusions第98-99页
Chapter 6:CONCLUSIONS AND FUTURE WORKS第99-103页
    6.1 Conclusions第99-101页
    6.2 Future works第101-103页
REFERENCES第103-115页
ACKNOWLEDGEMENTS第115-116页
RESEARCH PUBLICATIONS第116页

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