Litcius/Paper detail

Optimization design of rail clip in Vossloh fastening system by uniform design and grey relation analysis

Yung‐Chang Cheng, Chen‐Ming Kuo, Cheng-Kang Lee, Min-Sheng Xie

2021Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science11 citationsDOI

Abstract

This study presents the innovative optimization design procedure to increase the strength and fatigue safety of a fastening system under the static and fatigue loading. Applying the uniform design of experiment, a group of simulation experiment is generated. Utilizing ANSYS/Workbench software, the finite element models are constructed and used to evaluate the von Mises stress of rail clip for EN 13146-1 and EN 13146-2 testing simulations. Furthermore, the fatigue safety factor of rail clip for EN 13146-4 testing simulation is also presented. By the Kriging interpolation method, the surrogate models are rebuilt by the input and output data from the uniform design. Applying grey relational analysis, entropy weighting method, genetic algorithm and Hooke–Jeeves algorithm, the improvement design version is presented by solving the multi-objective optimization problem. Compared with the original design, the maximum von Mises stress of rail clip has been decreased to 25.189 MPa, the fatigue safety factor is upgraded to 3.829. As a result, the strength and fatigue safety of the rail clip in the fastening system is increased.

Topics & Concepts

WorkbenchStructural engineeringSafety factorFinite element methodvon Mises yield criterionEngineeringKrigingOptimal designFactor of safetyGrey relational analysisInterpolation (computer graphics)Genetic algorithmWeightingComputer scienceMechanical engineeringMathematicsMachine learningFrame (networking)Mathematical economicsVisualizationRadiologyMedicineFatigue and fracture mechanicsStructural Health Monitoring TechniquesInfrastructure Maintenance and Monitoring