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Proceedings Papers

Modularization to Support Multiple Brand Platforms

Agus Sudjianto, Kevin Otto
Proc. ASME. IDETC-CIE2001, Volume 4: 13th International Conference on Design Theory and Methodology, 125-138, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/DTM-21695
https://doi.org/10.1115/DETC2001/DTM-21695
View Paper titled, Modularization to Support Multiple Brand Platforms
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Proceedings Papers

An Approach to Robust Design Employing Computer Experiments

Jinkoo Lee, D. J. Li, Xiaoping Liu, Nathan Soderborg, Agus Sudjianto, Mahesh Vora, Steve C. Wang
Proc. ASME. IDETC-CIE2001, Volume 2B: 27th Design Automation Conference, 793-799, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/DAC-21095
https://doi.org/10.1115/DETC2001/DAC-21095
View Paper titled, An Approach to Robust Design Employing Computer Experiments
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Topics: Computers, Design, Design methodology, Automotive industry, Hardware
Proceedings Papers

A Saddlepoint Approximation Method for Uncertainty Analysis

Xiaoping Du, Agus Sudjianto
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 445-452, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57269
https://doi.org/10.1115/DETC2004-57269
View Paper titled, A Saddlepoint Approximation Method for Uncertainty Analysis
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Topics: Approximation, Uncertainty analysis
Proceedings Papers

Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty

Wei Chen, Ruichen Jin, Agus Sudjianto
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 953-962, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57484
https://doi.org/10.1115/DETC2004-57484
View Paper titled, Analytical Variance-Based Global Sensitivity Analysis in Simulation-Based Design Under Uncertainty
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Topics: Design under uncertainty, Sensitivity analysis, Simulation
Proceedings Papers

Moment Matching for Sensitivity Analysis of Probabilistic Model Output

Mahmoud Awad, Agus Sudjianto, Nanua Singh
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 565-572, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57336
https://doi.org/10.1115/DETC2004-57336
View Paper titled, Moment Matching for Sensitivity Analysis of Probabilistic Model Output
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Topics: Sensitivity analysis, Engineering simulation
Proceedings Papers

Relative Entropy Based Method for Global and Regional Sensitivity Analysis in Probabilistic Design

Huibin Liu, Wei Chen, Agus Sudjianto
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 983-992, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57500
https://doi.org/10.1115/DETC2004-57500
View Paper titled, Relative Entropy Based Method for Global and Regional Sensitivity Analysis in Probabilistic Design
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Topics: Design, Entropy, Reliability, Sensitivity analysis
Proceedings Papers

Robustness and Performance Optimization of Engine Bearing System Using Computer Model and Surrogate Noise

Mikhail Ejakov, Agus Sudjianto, John Pieprzak
Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 519-528, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57327
https://doi.org/10.1115/DETC2004-57327
View Paper titled, Robustness and Performance Optimization of Engine Bearing System Using Computer Model and Surrogate Noise
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Topics: Bearings, Computers, Engines, Noise (Sound), Optimization, Robustness, Design, Computer-aided engineering, Noise factors, Modeling
Proceedings Papers

An Integrated Latent Variable Choice Modeling Approach for Enhancing Product Demand Modeling

Henk Jan Wassenaar, Wei Chen, Jie Cheng, Agus Sudjianto
Proc. ASME. IDETC-CIE2004, Volume 3a: 16th International Conference on Design Theory and Methodology, 373-382, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57487
https://doi.org/10.1115/DETC2004-57487
View Paper titled, An Integrated Latent Variable Choice Modeling Approach for Enhancing Product Demand Modeling
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Topics: Modeling
Proceedings Papers

Enhancing Discrete Choice Demand Modeling for Decision-Based Design

Henk Jan Wassenaar, Wei Chen, Jie Cheng, Agus Sudjianto
Proc. ASME. IDETC-CIE2003, Volume 3b: 15th International Conference on Design Theory and Methodology, 885-894, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DTM-48683
https://doi.org/10.1115/DETC2003/DTM-48683
View Paper titled, Enhancing Discrete Choice Demand Modeling for Decision-Based Design
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Topics: Design, Modeling
Proceedings Papers

Reliability-Based Design With the Mixture of Random and Interval Variables

Xiaoping Du, Agus Sudjianto
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 55-62, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48709
https://doi.org/10.1115/DETC2003/DAC-48709
View Paper titled, Reliability-Based Design With the Mixture of Random and Interval Variables
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Topics: Design, Optimization, Reliability, Uncertainty
Proceedings Papers

An Integrated Framework for Probabilistic Optimization Using Inverse Reliability Strategy

Xiaoping Du, Agus Sudjianto, Wei Chen
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 25-34, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48706
https://doi.org/10.1115/DETC2003/DAC-48706
View Paper titled, An Integrated Framework for Probabilistic Optimization Using Inverse Reliability Strategy
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Topics: Optimization, Reliability, Robustness, Algorithms, Design, Combustion, Engines, Noise (Sound), Pistons, Vehicles
Proceedings Papers

Quantitative Exploratory Techniques to Simplify Multiple Objectives in Product Design Optimization

Liem Ferryanto, Agus Sudjianto, Mahesh Vora
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 283-289, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48731
https://doi.org/10.1115/DETC2003/DAC-48731
View Paper titled, Quantitative Exploratory Techniques to Simplify Multiple Objectives in Product Design Optimization
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Topics: Optimization, Product design, Sensitivity analysis, Design, Noise (Sound), Pareto optimization, Roads, Vibration
Proceedings Papers

Penalized Likelihood Kriging Model for Analysis of Computer Experiments

Runze Li, Agus Sudjianto
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 527-533, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48758
https://doi.org/10.1115/DETC2003/DAC-48758
View Paper titled, Penalized Likelihood Kriging Model for Analysis of Computer Experiments
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Topics: Computers
Proceedings Papers

An Efficient Algorithm for Constructing Optimal Design of Computer Experiments

Ruichen Jin, Wei Chen, Agus Sudjianto
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 545-554, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48760
https://doi.org/10.1115/DETC2003/DAC-48760
View Paper titled, An Efficient Algorithm for Constructing Optimal Design of Computer Experiments
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Topics: Algorithms, Computers, Design
Proceedings Papers

On Sequential Sampling for Global Metamodeling in Engineering Design

Ruichen Jin, Wei Chen, Agus Sudjianto
Proc. ASME. IDETC-CIE2002, Volume 2: 28th Design Automation Conference, 539-548, September 29–October 2, 2002
Publisher: American Society of Mechanical Engineers
Paper No: DETC2002/DAC-34092
https://doi.org/10.1115/DETC2002/DAC-34092
View Paper titled, On Sequential Sampling for Global Metamodeling in Engineering Design
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Topics: Engineering design, Approximation, Complex systems, Optimization, Simulation
Proceedings Papers

Optimal Robust Fixture Configuration Design Using Computer Experiment

L. Shelley Xie, Agus Sudjianto
Proc. ASME. IMECE2003, Manufacturing, 433-441, November 15–21, 2003
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2003-42628
https://doi.org/10.1115/IMECE2003-42628
View Paper titled, Optimal Robust Fixture Configuration Design Using Computer Experiment
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Topics: Computers, Design, Finite element analysis
Proceedings Papers

Forecasting Manufacturing Quality and Optimizing Product Robustness Using Process Capability Data

Daniel Kern, Xiaoping Du, Agus Sudjianto
Proc. ASME. IMECE2003, Manufacturing, 351-359, November 15–21, 2003
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2003-42159
https://doi.org/10.1115/IMECE2003-42159
View Paper titled, Forecasting Manufacturing Quality and Optimizing Product Robustness Using Process Capability Data
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Topics: Design, Manufacturing, Robustness
Journal Articles

Blind Kriging: A New Method for Developing Metamodels

V. Roshan Joseph, Ying Hung, Agus Sudjianto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2008, 130(3): 031102.
https://doi.org/10.1115/1.2829873
Published Online: February 4, 2008
View Article titled, Blind Kriging: A New Method for Developing Metamodels
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Topics: Feature selection, Optimization, Errors, Computers, Product design, Design
Journal Articles

Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design

Huibin Liu, Wei Chen, Agus Sudjianto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2006, 128(2): 326–336.
https://doi.org/10.1115/1.2159025
Published Online: April 24, 2005
View Article titled, Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design
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Topics: Design, Entropy, Reliability, Sensitivity analysis, Uncertainty, Probability, Engineering design
Journal Articles

Reliability-Based Design With the Mixture of Random and Interval Variables

Xiaoping Du, Agus Sudjianto, Beiqing Huang
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2005, 127(6): 1068–1076.
https://doi.org/10.1115/1.1992510
Published Online: February 9, 2005
View Article titled, Reliability-Based Design With the Mixture of Random and Interval Variables
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Topics: Design, Event history analysis, Reliability, Risk-based design, Optimization