2011
Identifying Feasible Design Concepts for Products with Competing Performance Requirements by Metamodeling of Loss-Scaled Principal Components
Murphy T, Lin Y, Tsui K, Chen V, Allen J. Identifying Feasible Design Concepts for Products with Competing Performance Requirements by Metamodeling of Loss-Scaled Principal Components. Quality Engineering 2011, 23: 167-179. PMID: 23125480, PMCID: PMC3487716, DOI: 10.1080/08982112.2011.555438.ChaptersPerformance requirementsResponse surface methodologyFeasible design conceptsEarly design stageElectric vehiclesMechanical design elementsEngineering designSurface methodologyDesign performance metricsDesign stageMechanical frameDesign conceptMultiple performance levelsDesign solutionsTarget performanceDesign variable settingsPerformance levelPerformance metricsModeling approachComputational performancePoint modelingObjective functionDesignMultivariate adaptive regression splinesPerformance
2005
A review of robust design methods for multiple responses
Murphy T, Tsui K, Allen J. A review of robust design methods for multiple responses. Research In Engineering Design 2005, 16: 118-132. DOI: 10.1007/s00163-005-0004-0.Peer-Reviewed Original ResearchDesign variable settingsObjective functionCompromise solutionOptimal compromise solutionBest compromise solutionDifferent multivariate approachesMulti-response objective functionsCompromise Decision Support ProblemRobust design methodVariable settingsStatistical literatureIndividual product performanceDecision Support ProblemVector xUnivariate responseRigorous techniquesMultiple responsesDesign methodEngineering literatureResponse variablesUnivariate approachMultivariate approachSupport problemEngineering designUser-friendly fashion
2004
A review of robust design methods for multiple responses
Murphy T, Tsui K, Allen J. A review of robust design methods for multiple responses. Research In Engineering Design 2004, 15: 201-215. DOI: 10.1007/s00163-004-0054-8.Peer-Reviewed Original ResearchCompromise Decision Support ProblemDesign variable settingsObjective functionCompromise solutionOptimal compromise solutionBest compromise solutionDifferent multivariate approachesMulti-response objective functionsRobust design methodVariable settingsStatistical literatureIndividual product performanceDecision Support ProblemUnivariate responseRigorous techniquesMultiple responsesDesign methodEngineering literatureResponse variablesUnivariate approachMultivariate approachSupport problemEngineering designUser-friendly fashionProblem