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Generic process modules are used for the representation of the processes involved in order to facilitate design variability and flowsheet interconnectivity.
Using Chi-Square (χ2) and Principal Components Analysis (PCA), the results show the presence of significant technological and tool design variability from both diachronic and regional perspectives.
The early integration of simulation software faces several challenges, which include time-consuming modeling, rapid change of the design, conflicting requirements, input uncertainties, and large design variability.
If the overall sampling fraction is negligible, the model variability can in principle be ignored and bootstrap techniques that track only the sampling design variability can be used.
After an overview of related works, the influence of design variability on the overall generated value of the product is studied via a metric approach.
Using design specifications of four HXs for residual heat removal systems of 1100 MWe BWRs, the authors evaluated a generic capacity of HXs with a LSD for uncertainty due to lack of knowledge to take into account design variability.
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Robustness of the experimental design is achieved by considering (i) pure uncertainty about the model itself, (ii) distributed model predictions that arise from distributed model parameters and (iii) design variabilities (e.g. variations of the applied stimulus) during the conduction of the experiment.
Unlike in the case of conventional power generation mix models, we employ CVaR (Conditional Value-at-Risk) in designing variability to consider events that are rare but enormously expensive.
This study presents a new Reliability-based Design Optimization method using adaptive response surface and first-order score function analysis for complex system design optimization considering the variability of design variables.
However, we currently lack support for designing variability-intensive service-oriented systems.
Finally, it details the optimizations of robust design for variability and reliability.
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