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Showing 1 to 13 of 13 for “"statistical experimental design"”.
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Statistical Experimental Design Framework for Cognitive Radio
… not previously encountered. In contrast, the statistical methods identify performance estimation models based on exercising defined experimental designs. This represents an experiential decision-making process formed in the present rather than the past. There are three core contributions from …
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A study of differential thermal analysis utilizing statistical experimental design
… of differential thermal analysis utilizing statistical experimental design. A factorial type of design was chosen to yield maximum efficiency of the data obtained. “Lakeland”, Florida Kaolin of commercial whiteware grade was selected because of its relative purity. Due to the large number of …
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Some practical issues in the design and analysis of computer experiments
… computer code with different input choices. The Design and Analysis of Computer Experiments is a rapidly growing technique in statistical experimental design. This thesis investigates some practical issues in the design and analysis of computer experiments and attempts to answer some of the …
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Effects of rolling parameters on the shape of cold rolled strip.
Various experimental methods have been used to show the effect of different Sendzimir mill rolling parameters on stainless steel strip shape. Experiments using sister coils, noting the effects of change over a number of coils, and using the "Taguchi" statistical experimental design techniques have …
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Effect of various process variables on the mechanical properties of laminates produced through resin transfer molding process
… processing parameters. The present study uses statistical experimental design analysis as a tool to determine which of the various independent and controllable RTM process variables affect the mechanical properties of the laminates produced through the RTM process. The statistical experiment is …
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Optimal Blocking for Three Treatments and BIBD Robustness - Two Problems in Design Optimality
Design optimality plays a central role in the area of statistical experimental design. In general, problems in design optimality are composed of two vital, but separable, components. One of these is determining conditions under which a design is optimal (such as criterion bounds, values of design …
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A Critical Review of Multi-Phase Materials and Optimization Strategies for Additive Printing Technologies
… the Optomec AJP system (AJP). In the assessment, statistical experimental design, analysis and material characterization techniques have been utilized. Final recommendations disseminate current best practices for new ink and material development, along with factor analysis of input variables for …
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Determination of capillary electrophoretic methodology and its application as a mechanistic tool for gaining insight into the composition of, and detergent action on, coloured macromolecule fabric stains.
… Optimisation of separations is performed using a statistical experimental design leading to calculation of a response surface model of the system under study. The knowledge gained from the early work is then used to develop methodology for the analysis of large organic molecules, including dyes …
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Bridging Machine Learning and Experimental Design for Enhanced Data Analysis and Optimization
Experimental design is a powerful tool for gathering highly informative observations using a small number of experiments. The demand for smart data collection strategies is increasing due to the need to save time and budget, especially in online experiments and machine learning. However, the …
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Chemical studies of plasma etchants used in integrated circuit manufacture
… was used as the principle plasma diagnostic. Statistical experimental design was used to model and compare Si and Si02 etch rates in CF4 and SF6 discharges as a function of flow, pressure and power. Etch mechanisms m both systems, including the potential reduction of Si etch rates in CF4 due …
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Investigations of catalyst behaviour in the formation of polyurethanes
… is investigated using computational and experimental methods. In this work, computational chemistry and statistical experimental design were selected as the computational modelling methods. Chemical reaction monitoring, Fourier Transform Infar Red (FTIR) and Nuclear Magnetic Resonance …
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Characterization and modeling of dry etch processes for titanium nitride and titanium films in Cl₂/N₂ and BCl₃ plasmas
… mathematical models for the etch processes using statistical experimental design and analysis technique known as Response Surface Methodology (RSM). In this work, classical experiments are conducted on the plasma etch process of Ti and TiN films by varying the process parameters, such as gas flow, …
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Statistical Methods For Kinetic Modeling Of Fischer Tropsch Synthesis On A Supported Iron Catalyst
… models of FTS on the catalyst using advanced statistical methods for experimental design and analysis. A high surface area alumina, modified by the addition of approximately 2 wt% lanthanum, was impregnated with approximately 20 wt% Fe and 1% Pt in a two step procedure. Approximately 10 wt% Fe …