Prediction of the Diameter of Biodegradable Electrospun Nanofiber Membranes: An Integrated Framework of Taguchi Design and Machine Learning
Md. Nahid Pervez, Wan Sieng Yeo, Monira Rahman Mishu, Antonio Buonerba, Yaping Zhao, Yingjie Cai, Lina Lin, George K. Stylios, Vincenzo Naddeo
Topics & Concepts
Partial least squares regressionTaguchi methodsMean squared errorElectrospinningSupport vector machineCoefficient of determinationPrincipal component regressionNanofiberMaterials scienceRegression analysisStatisticsOrdinary least squaresPrincipal component analysisOrthogonal arrayMathematicsMachine learningComputer scienceComposite materialPolymerElectrospun Nanofibers in Biomedical ApplicationsAdvanced Machining and Optimization TechniquesIndustrial Vision Systems and Defect Detection