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Time-Dependent Reliability Estimation for Dynamic Problems Using a Niching Genetic Algorithm
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A time-dependent reliability analysis method is presented for dynamic systems under uncertainty using a niching genetic algorithm (GA). The system response is modeled as a parametric random ...
Optimization of Engine Torque Management Under Uncertainty for Vehicle Driveline Clunk Using Time-Dependent Metamodels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Quality and performance are two important customer requirements in vehicle design. Driveline clunk negatively affects the perceived quality and must be minimized. This can be achieved using engine ...
Robust and Reliability-Based Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The idea behind this special supplement came out of discussions with the Editor, Dr. Michael McCarthy, about the need to present some recent advances in the area of risk-based and robust ...
A Sequential Algorithm for Possibility-Based Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Deterministic optimal designs that are obtained without taking into account uncertainty/variation are usually unreliable. Although reliability-based design optimization accounts for variation, it ...
A Design Optimization Method Using Evidence Theory
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Early in the engineering design cycle, it is difficult to quantify product reliability or compliance to performance targets due to insufficient data or information to model uncertainties. Probability ...
A Methodology for Trading-Off Performance and Robustness Under Uncertainty
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Mathematical optimization plays an important role in engineering design, leading to greatly improved performance. Deterministic optimization, however, may result in undesired choices because it ...
Parameter Screening in Statistical Dynamic Computer Model Calibration Using Global Sensitivities
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Computer, or simulation, models are ubiquitous in science and engineering. Two research topics in building computer models, generally treated separately, are sensitivity analysis and computer model ...
A Single-Loop Approach for System Reliability-Based Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: An efficient approach for series system reliability-based design optimization (RBDO) is presented. The key idea is to apportion optimally the system reliability among the failure modes by considering ...
On Estimating the Reliability of Multiple Failure Region Problems Using Approximate Metamodels
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In a complex system it is desirable to reduce the number of expensive function evaluations required for an accurate estimation of the probability of failure. An efficient reliability estimation ...
Design for Lifecycle Cost Using Time-Dependent Reliability
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reliability is an important engineering requirement for consistently delivering acceptable product performance through time. As time progresses, the product may fail due to time phenomena such as ...