Reliability-based design optimization under dependent random variables by a generalized polynomial chaos expansion

Dongjin Lee; Sharif Rahman

doi:10.1007/s00158-021-03123-7

Reliability-based design optimization under dependent random variables by a generalized polynomial chaos expansion

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-021-03123-7 ◽

2021 ◽

Vol 65 (1) ◽

Author(s):

Dongjin Lee ◽

Sharif Rahman

Keyword(s):

Design Optimization ◽

Polynomial Chaos ◽

Random Variables ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Reliability Based Design Optimization ◽

Generalized Polynomial Chaos ◽

Dependent Random Variables ◽

Reliability Based Design ◽

Generalized Polynomial

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Robust design optimization under dependent random variables by a generalized polynomial chaos expansion

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-020-02820-z ◽

2021 ◽

Author(s):

Dongjin Lee ◽

Sharif Rahman

Keyword(s):

Design Optimization ◽

Robust Design ◽

Polynomial Chaos ◽

Random Variables ◽

Polynomial Chaos Expansion ◽

Robust Design Optimization ◽

Chaos Expansion ◽

Generalized Polynomial Chaos ◽

Dependent Random Variables ◽

Generalized Polynomial

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Reliability-Based Design Optimization of a Large-Scale Truss Structure Using Polynomial Chaos Expansion Metamodel

Reliability, Safety and Hazard Assessment for Risk-Based Technologies - Lecture Notes in Mechanical Engineering ◽

10.1007/978-981-13-9008-1_39 ◽

2019 ◽

pp. 481-488

Author(s):

Subhrajit Dutta ◽

Chandrasekhar Putcha

Keyword(s):

Design Optimization ◽

Large Scale ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Truss Structure ◽

Chaos Expansion ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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Reliability based design optimization of coupled acoustic-structure system using generalized polynomial chaos

International Journal of Mechanical Sciences ◽

10.1016/j.ijmecsci.2017.10.003 ◽

2017 ◽

Vol 134 ◽

pp. 75-84 ◽

Cited By ~ 16

Author(s):

K. Dammak ◽

A. El Hami ◽

S. Koubaa ◽

L. Walha ◽

M. Haddar

Keyword(s):

Design Optimization ◽

Polynomial Chaos ◽

Reliability Based Design Optimization ◽

Generalized Polynomial Chaos ◽

Acoustic Structure ◽

Structure System ◽

Reliability Based Design ◽

Generalized Polynomial

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Active Polynomial Chaos Expansion for Reliability-Based Design Optimization

AIAA Journal ◽

10.2514/1.j058020 ◽

2019 ◽

Vol 57 (12) ◽

pp. 5431-5446 ◽

Cited By ~ 1

Author(s):

Yicheng Zhou ◽

Zhenzhou Lu

Keyword(s):

Design Optimization ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Reliability Based Design Optimization ◽

Reliability Based Design

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On Construction of Uncertain Material Parameter using Generalized Polynomial Chaos Expansion from Experimental Data

Procedia IUTAM ◽

10.1016/j.piutam.2013.01.001 ◽

2013 ◽

Vol 6 ◽

pp. 4-17 ◽

Cited By ~ 11

Author(s):

K. Sepahvand ◽

S. Marburg

Keyword(s):

Experimental Data ◽

Material Parameter ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Generalized Polynomial Chaos ◽

Generalized Polynomial

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Generalized polynomial chaos expansion applied to uncertainties quantification in rotating machinery fault analysis

Journal of the Brazilian Society of Mechanical Sciences and Engineering ◽

10.1007/s40430-020-02676-w ◽

2020 ◽

Vol 42 (11) ◽

Author(s):

Gabriel Yuji Garoli ◽

Helio Fiori de Castro

Keyword(s):

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Rotating Machinery ◽

Fault Analysis ◽

Chaos Expansion ◽

Generalized Polynomial Chaos ◽

Generalized Polynomial

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Generalized Polynomial Chaos Expansion-based Stochastic Linear Quadratic Regulator for Multi-agent Systems

AIAA Scitech 2021 Forum ◽

10.2514/6.2021-0979 ◽

2021 ◽

Author(s):

Rajnish Bhusal ◽

Kamesh Subbarao

Keyword(s):

Polynomial Chaos ◽

Linear Quadratic Regulator ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Multi Agent Systems ◽

Linear Quadratic ◽

Generalized Polynomial Chaos ◽

Agent Systems ◽

Generalized Polynomial ◽

Multi Agent

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Parametric uncertainty assessment in hydrological modeling using the generalized polynomial chaos expansion

Journal of Hydrology ◽

10.1016/j.jhydrol.2019.124158 ◽

2019 ◽

Vol 579 ◽

pp. 124158 ◽

Cited By ~ 1

Author(s):

Junjun Hu ◽

Sheng Chen ◽

Ali Behrangi ◽

Huiling Yuan

Keyword(s):

Hydrological Modeling ◽

Polynomial Chaos ◽

Parametric Uncertainty ◽

Uncertainty Assessment ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Generalized Polynomial Chaos ◽

Generalized Polynomial

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Generalized polynomial chaos expansion approaches to approximate stochastic receding horizon control with applications to probabilistic collision checking and avoidance

2012 IEEE International Conference on Control Applications ◽

10.1109/cca.2012.6402473 ◽

2012 ◽

Cited By ~ 10

Author(s):

Kwang-Ki K. Kim ◽

Richard D. Braatz

Keyword(s):

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Receding Horizon Control ◽

Chaos Expansion ◽

Generalized Polynomial Chaos ◽

Receding Horizon ◽

Generalized Polynomial

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Non-Gaussian parameter estimation using generalized polynomial chaos expansion with extended Kalman filtering

Structural Safety ◽

10.1016/j.strusafe.2017.10.009 ◽

2018 ◽

Vol 70 ◽

pp. 104-114 ◽

Cited By ~ 1

Author(s):

Subhamoy Sen ◽

Baidurya Bhattacharya

Keyword(s):

Parameter Estimation ◽

Kalman Filtering ◽

Polynomial Chaos ◽

Polynomial Chaos Expansion ◽

Chaos Expansion ◽

Extended Kalman Filtering ◽

Generalized Polynomial Chaos ◽

Generalized Polynomial ◽

Non Gaussian

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