Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 283 for “"design of experiments"”.
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Strategies for sequential design of experiments
Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1994.
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Design of Experiments for Contrail Avoidance
… to climate change each year than any other form of aircraft emissions. While most contrails have little effect on the climate because they dissipate quickly, contrails persist when they form in parts of the atmosphere that are ice-supersaturated (ISS). These ISS regions are often shallow, and can …
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Design of Experiments in an Industrial Setting
The purpose of this paper is to provide a basic understanding of three experimental design techniques and how they can be applied in an industrial setting. A discussion of the three primary methods--classical, Taguchi, and Shainin is provided. Also, a series of full factorial experiments were …
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Sequential optimization through adaptive design of experiments
This thesis considers the problem of achieving better system performance through adaptive experiments. For the case of discrete design space, I propose an adaptive One-Factor-at-A-Time (OFAT) experimental design, study its properties and compare its performance to saturated fractional factorial …
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The automatic design of experiments : Some practical algorithms.
The purpose of this study was to develop a methodology, represented as a set of programmable algorithms, for the design of experiments of the types that are generally likely to be useful in the physical sciences. This has beenachieved by adding to the established theory and practice of designing …
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Bayesian design of experiments for complex chemical systems
Engineering design work relies on the ability to predict system performance. A great deal of effort is spent producing models that incorporate knowledge of the underlying physics and chemistry in order to understand the relationship between system inputs and responses. Although models can provide …
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System regularities in design of experiments and their applications
This dissertation documents a meta-analysis of 113 data sets from published factorial experiments. The study quantifies regularities observed among main effects and multi-factor interactions. Such regularities are critical to efficient planning and analysis of experiments, and to robust design of …
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Improving an rRNA depletion protocol with statistical design of experiments
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2024-08-01
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Using design of experiments to improve a batch chemical process
… culture technology called Optaflu®. The goal of this project is to improve overall process yield by modifying the upstream process. The focus is on using a batch process to generate a high-density cell culture and then infecting said culture. This thesis presents the approach of using a Design …
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High performance damper optimization using computer simulation and design of experiments
Design of experiments has become an increasingly popular tool used by racing teams in professional motorsports. A race car has literally hundreds of adjustable parameters associated with it. Specialized racing engineers are in a constant search to find the optimal combination of settings for these …
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Process and productivity improvements through bottleneck reduction and design of experiments
Thesis (M.S.)--Massachusetts Institute of Technology, Sloan School of Management, 1994, and Thesis (M.S.)--Massachusetts Institute of Technology, Dept. of Mechanical Engineering, 1994.
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Design of experiments on a semiconductor plasma ashing process : methods and analysis
… manufacturing companies to maximize profitability. As semiconductor device critical dimensions become smaller and chips become more complex, and with customers inquiring about process capability metrics to make sure they get the highest quality product, there is a need for chip …
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A Predictor Analysis Framework for Surface Radiation Budget Reprocessing Using Design of Experiments
… Radiation Budget (ERB) is an accounting of all incoming energy from the sun and outgoing energy reflected and radiated to space by earth’s surface and atmosphere. The National Aeronautics and Space Administration (NASA)/Global Energy and Water Cycle Experiment (GEWEX) Surface Radiation …
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Constitutive parameter identifiability and the design of experiments for applications in breast biomechanics
Breast cancer is the leading cause of cancer-related death in females, affecting 1 in every 10 women worldwide. Breast conserving therapy (BCT) is the most common procedure used for treating early-stage invasive breast cancers, and involves localised excision of tumorous lesions followed by …
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Objective comparison of design of experiments strategies in design and observations in practice
Design of Experiments (DoE) strategies in robust engineering determine which prototypes and how many of each are created and tested. A better strategy is one that delivers a closer-to-optimal performance at a lower experimental cost. Prototype testers who may use statistical DoE, design-build-test, …
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Parameter Identification and the Design of Experiments for Continuous Non-Linear Dynamical Systems
Mathematical models are useful for simulation, design, analysis, control, and optimization of complex systems. One important step necessary to create an effective model is designing an experiment from which the unknown model parameter can be accurately identified and then verified. The strategy …
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Laser Powder Bed Fusion Process Characterization: Design of Experiments for Dimensionally Accurate Thin Walls
… Laser Powder Bed Fusion (M-LPBF) is a method of additive manufacturing that enables the fabrication of complex components that would not otherwise be possible through conventional manufacturing techniques. M-LPBF is well suited for aerospace applications because of its ability to fabricate …
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Aircraft Multidisciplinary Design Optimization using Design of Experiments Theory and Response Surface Modeling Methods
Design engineers often employ numerical optimization techniques to assist in the evaluation and comparison of new aircraft configurations. While the use of numerical optimization methods is largely successful, the presence of numerical noise in realistic engineering optimization problems often …
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