Multiobjective Intelligent Cooperative Design for the Multilayer Interference Fit

Interference fit has extensively been applied in different mechanical fields due to its advantages such as compactness and high rigidity. With the actual needs of engineering, the multilayer interference fit has also been widely used. It is significant for the design and manufacture of multilayer interference fit to consider stress concentration problem and achieve multiobjective and multivariable collaborative optimization in the optimization algorithm. To achieve this goal, the mechanical model and reliability mathematical model of the multilayer interference fit are established. Giving an evaluation method of reliability, the recommended range of interference amount is obtained. Considering the lightweight design and stress concentration problems, a multiobjective intelligent cooperative design (MOICD) method for the multilayer interference fit is proposed, and multiparameter analysis is done. Taking the typical wind turbine’s shrink disk of three-layer interference fit structure as an application example, the key design parameters of the shrink disk are determined, and its sample data are obtained using the orthogonal experimental method. Considering yield strength, torque, and mass, the approximate mathematical model of response surface using the Kriging algorithm is given. Nondominated sorting genetic algorithm-II (NSGA-II) is selected as the optimal algorithm to realize MOICD of the shrink disk. Numerical analysis and analytical calculation proved that the optimization index of the MOICD method is improved compared with the traditional method. The sample is tested on a specific test bench, and the test results meet the design requirements, which verifies the feasibility of MOICD.

[1]  Thanh-Phong Dao,et al.  An Efficient Hybrid Approach of Finite Element Method, Artificial Neural Network-Based Multiobjective Genetic Algorithm for Computational Optimization of a Linear Compliant Mechanism of Nanoindentation Tester , 2018, Mathematical Problems in Engineering.

[2]  Yingbin Hu,et al.  Impact of interlayer on the anisotropic multi-layered medium overlaying viscoelastic layer under axisymmetric loading , 2018, Applied Mathematical Modelling.

[3]  Qingchun Meng,et al.  Numerical simulations of the fatigue damage evolution at a fastener hole treated by cold expansion or with interference fit pin , 2016 .

[4]  Liang Gao,et al.  A generalised collaborative optimisation method and its combination with kriging metamodels for engineering design , 2012 .

[5]  Yuqin Wang,et al.  Multiobjective Optimization Design and Performance Prediction of Centrifugal Pump Based on Orthogonal Test , 2018 .

[6]  Ping Liu,et al.  Mode I delamination mechanism analysis on CFRP interference-fit during the installation process , 2017 .

[7]  Jianmei Wang,et al.  Contact Pressure Algorithm of Multi-Layer Interference Fit Considering Centrifugal Force and Temperature Gradient , 2018 .

[8]  Rubén Lostado-Lorza,et al.  Optimizing presetting attributes by softcomputing techniques to improve tapered roller bearings working conditions , 2018, Adv. Eng. Softw..

[9]  Zhixiong Li,et al.  Reliability-based robust design of wind turbine’s shrink disk , 2018 .

[10]  Xiao-dong Wang,et al.  Prediction of stress distribution in press-fit process of interference fit with a new theoretical model , 2018, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science.

[11]  W. Liao,et al.  The effect of residual stress due to interference fit on the fatigue behavior of a fastener hole with edge cracks , 2016 .

[12]  Tao Wu,et al.  Analytical modeling for stress distribution around interference fit holes on pinned composite plates under tensile load , 2016 .

[13]  Sara Mantovani,et al.  Normalization of the stress concentrations at the rounded edges of an interference fit between a solid shaft subjected to bending and a hub , 2016 .

[14]  Wang Jian-me ALGORITHM RESEARCH ON CONTACT PRESSURE AND MAGNITUDE OF INTERFERENCE FOR MULTI-LAYER CYLINDER'S INTERFERENCE FIT , 2013 .

[15]  Reza Malekian,et al.  Modeling and Finite Element Analysis of Load-Carrying Performance of a Wind Turbine Considering the Influence of Assembly Factors , 2017 .

[16]  Tang Liang,et al.  Theoretical and experimental studies for wind turbine’s shrink disk , 2015 .

[17]  George Fred Nordenholt,et al.  Handbook of mechanical design, by George F. Nordenholt ... Joseph Kerr ... and John Sasso ... , 1942 .

[18]  C. Bouraoui,et al.  Crack repair of SENT specimen using the interference fit process , 2018, Journal of Alloys and Compounds.

[19]  Jun Qiu,et al.  Analytical Solution for Interference Fit for Multi-Layer Thick-Walled Cylinders and the Application in Crankshaft Bearing Design , 2016 .

[20]  Jianhong Man,et al.  Analytical solution for the effect of anisotropic layers/interlayers on an elastic multi-layered medium subjected to moving load , 2019, International Journal of Solids and Structures.

[21]  Yongfeng Li,et al.  Product Form Design Model Based on Multiobjective Optimization and Multicriteria Decision-Making , 2017 .

[22]  Ruben Lostado,et al.  Optimization of operating conditions for a double-row tapered roller bearing , 2016 .

[23]  Roberto Fernandez Martinez,et al.  Determination of the contact stresses in double-row tapered roller bearings using the finite element method, experimental analysis and analytical models , 2015 .