five

DoE and regression analysis input and output

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DataCite Commons2026-01-20 更新2024-08-19 收录
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https://dataverse.no/dataset.xhtml?persistentId=doi:10.18710/S1PRBX
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资源简介:
This dataset contains the input and output data from an industrial case study aiming to detect undesired non-intuitive behavior in an engineered complex system (an Autonomous Surface Vessel (ASV) on a Search and Rescue (SAR) mission). We used the Taguchi method to set up experiments, conducted the experiments in a case company specific test arena, and performed different forms of regression analysis.The speadsheet consists of 10 sheets:Additional theory for DoE and regressionScreening experimentsTransition rationale from screening to investigationInvestigation experiments for system setting 1Investigation experiments for system setting 2Plots for system setting 1Plots for system setting 2Fractional Factorial vs Taguchi studyAdditional trial and error experimentsDimensional analysis experiments
提供机构:
figshare
创建时间:
2024-01-05
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