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To demonstrate this capability, a case study shows how a robust optimization scheme using genetic algorithms can improve product robustness to form error.
When extrapolated to the factory, a Sam-like performance promises greater product robustness.
Quality losses result mainly from product failure after sale; product "robustness" is more a function of product design than of on-line control, however stringent, of manufacturing processes.
It is noted that the effectiveness of this approach is highly dependent on the model accuracy which represents product robustness.
Product superiority is quantified by property optimality while product robustness is measured by the deviation of product property from the expected property prediction range.
In addition, an experimental validation method was developed and adopted to demonstrate that the developed fasteners allow reducing the disassembly time by 70% 90% for the housing of LCD TVs without compromising product robustness.
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Since parameter variations caused by uncertainties usually lead to variations of product performance, robustness has to be considered in design of adaptable products.
To gain a better understanding of current industry approaches for establishing biopharmaceutical drug product (DP) robustness, the BPDG-Formulation Point Share group conducted an intercompany collaboration exercise, which included a bench-marking survey and extensive group discussions around the scope, design, and execution of robustness studies.
Most microsatellites tested for the panel had comparable variation over all breeds, so the selection of microsatellites was based on other standard criteria, such as small product size, robustness of amplification and clarity in scoring.
As hybrid biological-inorganic technologies have developed, the focus has shifted from phenomenological and proof-of-concept discovery towards enhanced energy efficiency, production rate, product scope, and industrial robustness.
Optimal solution is selected based on how much the solution satisfied the criteria of product superiority and robustness.
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