NON-LINEAR SIMULATION OF DRYING OF PLAIN KNITTED FABRIC USING MASS-SPRING-DAMPER MODEL AND GENETIC ALGORITHM OPTIMIZATION

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MOZAFARY V.; PAYVANDY P.; JALILI M.M.

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Journal Paper

Paper Information

Journal: INTERNATIONAL JOURNAL OF ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY Year:2014 | Volume:7 | Issue:4 (29) Page(s): 67-76

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Title

NON-LINEAR SIMULATION OF DRYING OF PLAIN KNITTED FABRIC USING MASS-SPRING-DAMPER MODEL AND GENETIC ALGORITHM OPTIMIZATION

Author(s)

MOZAFARY V. | PAYVANDY P. | JALILI M.M. | Issue Writer Certificate

Keywords

DRYING

GENETIC ALGORITHM

KNITTED FABRIC

SIMULATION

STRAIGHT FORWARD EXPANSION

Abstract

In this study, the longitudinal shrinkage behavior of KNITTED FABRICs during DRYING has been studied. In this context, a model is presented to predict the longitudinal shrinkage of plain KNITTED FABRIC during DRYING process. In order to model the shrinkage behavior, a 1DOF model consists of a mass, a linear spring and a linear damper have been used. In presented model the time-varying mass is considered due to fabric DRYING process. Nonlinear Equation of motion derived from the model have been solved using Three-order STRAIGHT FORWARD EXPANSION method. The results of the model were compared with the experimental results for five samples with different courses densities. The results shown that in high courses densities the presented model is capable enough to predict the longitudinal shrinkage of plain KNITTED FABRIC mass center during DRYING process. Error rate is 11.3% for the samples with high density. But with decrease in density, the error rate increases to 18%, where the GENETIC ALGORITHM is used to optimize the model. Using optimized model the simulated error rate dropped to 5.7% for samples with high density while the rate dropped to 6.1% with decrease in density.

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References

NON-LINEAR BEHAVIOR SIMULATION OF THE DRYING OF WEFT KNITTED FABRIC BY USING MASS- SPRING-DAMPER MODEL AND STRAIGHT FORWARD EXPANSION

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APA: Copy

MOZAFARY, V., PAYVANDY, P., & JALILI, M.M.. (2014). NON-LINEAR SIMULATION OF DRYING OF PLAIN KNITTED FABRIC USING MASS-SPRING-DAMPER MODEL AND GENETIC ALGORITHM OPTIMIZATION. INTERNATIONAL JOURNAL OF ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY, 7(4 (29)), 67-76. SID. https://sid.ir/paper/631204/en

Vancouver: Copy

MOZAFARY V., PAYVANDY P., JALILI M.M.. NON-LINEAR SIMULATION OF DRYING OF PLAIN KNITTED FABRIC USING MASS-SPRING-DAMPER MODEL AND GENETIC ALGORITHM OPTIMIZATION. INTERNATIONAL JOURNAL OF ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY[Internet]. 2014;7(4 (29)):67-76. Available from: https://sid.ir/paper/631204/en

IEEE: Copy

V. MOZAFARY, P. PAYVANDY, and M.M. JALILI, “NON-LINEAR SIMULATION OF DRYING OF PLAIN KNITTED FABRIC USING MASS-SPRING-DAMPER MODEL AND GENETIC ALGORITHM OPTIMIZATION,” INTERNATIONAL JOURNAL OF ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY, vol. 7, no. 4 (29), pp. 67–76, 2014, [Online]. Available: https://sid.ir/paper/631204/en

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