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.
Results
Showing 1 to 7 of 7 for “"space-filling design"”.
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An Experimental Evaluation of Micro-pitting Performance of Two Bearing Steels
… are defined according to the Latin Hypercube Space Filling Design of Experiment approach and executed to evaluate the micro-pitting performance of both materials by manipulating the speed, sliding ratio, load, and material. A two-disk test set-up is used for this purpose with each test …
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Multi-Physics Engine Simulation Framework for Drive Cycle Emissions Prediction. Development and Validation of a Framework for Transient Drive Cycle NOx Prediction Modelling based on Combining 1-D and 0-D Internal Combustion Engine Simulation and Statistical Meta-Modelling
… would allow powertrain optimisation in virtual space, leading to reduction in powertrain development cost and time saving benefits. This thesis presents the development of a Multi-Physics Engine Simulation (MPES) platform to address this challenge. The development of the MPES platform is based …
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Prediction modelling of pallet overhang on box compression strength
… standardized conditions following TAPPI T 804. A space-filling design systematically varied box dimensions and overhang magnitudes along the width, length, or both sides. The combined training dataset included 2,723 compression tests. An additional 600 compression tests from thirty commercial box …
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Contributions to the Interface between Experimental Design and Machine Learning
… the algorithms. In the statistical literature, design of experiments (DoE) is a set of systematical methods to effectively investigate the effects of input factors for the complex systems. There are few works focusing on the use of DoE methodology for evaluating the quality assurance of AI …
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Robust Parameter Design for Automatically Controlled Systems and Nanostructure Synthesis
… frameworks for developing robust parameter design methodology for dynamic systems with automatic control and for synthesis of nanostructures. In many automatically controlled dynamic processes, the optimal feedback control law depends on the parameter design solution and vice versa and …
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Accelerating Liquid Formulation Design using Lab Automation and Machine Learning
… Methods to accelerate liquid formulation design are desired to address changing customer preferences, supply chain/regulatory pressures, and a drive to develop more sustainable products. This thesis focuses on using lab automation to develop a high-throughput liquid formulation workflow …
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Some Advances in Local Approximate Gaussian Processes
… predictive equations by constructing small local designs around the predictive location under certain criterion. In this dissertation, several methodological extensions based upon laGP are proposed. One methodological contribution is the multilevel global/local modeling, which deploys global …