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Keywords: Design under uncertainty
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Proceedings Papers

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A030, August 14–17, 2022
Publisher: American Society of Mechanical Engineers
Paper No: DETC2022-87995
... problem. Keywords: Optimal experimental design, Bayesian optimization, Reinforcement Learning, Gaussian Processes, Design under uncertainty Corresponding author: piyush.pandita@ge.com 1. INTRODUCTION Design of experiments (DOE) [1, 2] is an essential aspect of most, if not all, engineering tasks. Tasks...
Proceedings Papers

Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A032, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97010
..., Gaussian Processes, Design under uncertainty 1 INTRODUCTION Computer simulators [1] and/or sophisticated in-house lab- oratory experiments [2] representing physical phenomena gener- ally pose the problem of being computationally or logistically challenging. In scenarios where extracting information [3, 4...
Proceedings Papers

Proc. ASME. IDETC-CIE2012, Volume 3: 38th Design Automation Conference, Parts A and B, 1101-1111, August 12–15, 2012
Publisher: American Society of Mechanical Engineers
Paper No: DETC2012-70234
... for uncertainties. Several examples are used to demonstrate the validity of the method in product development. Design under Uncertainty Bayesian Inference Markov-Chair Monte Carlo Sample Augmentation OPTIMAL SAMPLE AUGMENTATION AND RESOURCE ALLOCATION FOR DESIGN WITH INADEQUATE UNCERTAINTY DATA Pin-Yi...
Proceedings Papers

Proc. ASME. IDETC-CIE2011, Volume 5: 37th Design Automation Conference, Parts A and B, 421-434, August 28–31, 2011
Publisher: American Society of Mechanical Engineers
Paper No: DETC2011-48409
... design optimization robust design design under uncertainty discrete choice model 1 ROBUST DESIGN FOR PROFIT MAXIMIZATION UNDER UNCERTAINTY OF CONSUMER CHOICE MODEL PARAMETERS USING THE DELTA METHOD Camilo B. Resende Graduate Student Mechanical Engineering Carnegie Mellon University Pittsburgh, PA...
Proceedings Papers

Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 953-962, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-28159
... for RBDO problems. Numerical and engineering examples show the strength and simplicity of the proposed method. Equality Constraints RBDO Reduced Gradient Design under Uncertainty MODIFIED REDUCED GRADIENT WITH REALIZATIONS SORTING FOR HARD EQUALITY CONSTRAINTS IN RELIABILITY-BASED DESIGN...
Proceedings Papers

Proc. ASME. IDETC-CIE2010, Volume 1: 36th Design Automation Conference, Parts A and B, 369-378, August 15–18, 2010
Publisher: American Society of Mechanical Engineers
Paper No: DETC2010-28677
... indicator. constraint programming usage context based design design under uncertainty constraint satisfaction problem 1 Copyright © 2010 by ASME Proceedings of the ASME 2010 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference IDETC/CIE...
Proceedings Papers

Proc. ASME. IDETC-CIE2008, Volume 1: 34th Design Automation Conference, Parts A and B, 417-426, August 3–6, 2008
Publisher: American Society of Mechanical Engineers
Paper No: DETC2008-49210
... product designs that increase profits for both retailer and manufacturer. 24 07 2009 Design for bundling design for marketing design for retail channel design under uncertainty design under competition Proceedings of IDETC/CIE 2008 ASME 2008 International Design Engineering...
Proceedings Papers

Proc. ASME. IDETC-CIE2004, Volume 1: 30th Design Automation Conference, 637-645, September 28–October 2, 2004
Publisher: American Society of Mechanical Engineers
Paper No: DETC2004-57363
..., T., 1999, A General Procedure for First/Second-Order Reliability Method, Structural Safety, 21, 95-112. 9 Copyright © 2004 by ASME weighted three-point-based strategy first order approximation uncertainty propagation variance estimation design under uncertainty In manufacturing...
Proceedings Papers

Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 3-12, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48704
... Design under uncertainty probabilistic sufficiency factor Monte Carlo simulation response surface approximation Monte Carlo simulation is commonly employed to evaluate system probability of failure for problems with multiple failure modes in design under uncertainty. The probability...
Proceedings Papers

Proc. ASME. IDETC-CIE2005, Volume 5a: 17th International Conference on Design Theory and Methodology, 497-506, September 24–28, 2005
Publisher: American Society of Mechanical Engineers
Paper No: DETC2005-85457
... constraint programming preliminary design management of uncertainty design space interval analysis exploration robust decision making design under uncertainty Starting from a need and a set of functional requirements (FRs), a designer is often perplexed to assess the potential...