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The system combines design of experiment with artificial neural network and computational fluid dynamics.
Based on simulation results, the joint optimal MBRP/HPP parameters are obtained through a numerical approach that combines design of experiment, analysis of variance and response surface methodologies.
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To provide both precision and computational efficiency, the proposed situated, i.e. flexible and adaptable, framework is based on an approach that combines design-of-experiments (DOE) with meta-modelling methods for multi-objective optimization problems.
And provided a clear thinking to combine design of tests with practical application of products, which made the detectors meet the needs of practical application.
In this study, the existing design was adapted to improve the system efficiency of the counter-rotating type pump-turbine by applying a design method, combining design of experiment (DOE) with numerical analysis.
Next, on the basis of that, an iterative method for two constrained frequencies and an optimizing algorithm for multiple constrained frequencies are provided for combining design of the shunt impedances.
In this paper, a practical method is proposed to control the underwater sound absorption coefficients of piezoelectric coating layers by combining design of the shunt impedance that allows certain sound absorption coefficients at setting frequencies.
Kriging surrogate model combining design of experiment (DOE) methods is used to build an approximate function relationship between warpage and the process parameters, replacing the expensive simulation analysis in the optimization iterations.
The focus is on the combined design optimization of the transmission design and control design for an electric vehicle.
For this reason, 'Combined Design' method of Experimental Design has been introduced for the first time as an exceptional tool for the evaluation of the simultaneous effect of the parameters affecting different properties of the mortars.
The proposed methodology of MBDO combines the design of experiment (DoE), metamodeling choice and global optimization.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com