OPTIMIZATION OF A NEW-DEVELOPED NEEDLE DRIVE MECHANISM IN SEWING MACHINES USING THE GENETIC ALGORITHM

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HAJIZADE IMAN; EBRAHIMI SAEED; PEYVANDI PEDRAM

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Journal: Modeling in Engineering Year:2016 | Volume:14 | Issue:46 Page(s): 11-23

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Information Journal Paper

Title

OPTIMIZATION OF A NEW-DEVELOPED NEEDLE DRIVE MECHANISM IN SEWING MACHINES USING THE GENETIC ALGORITHM

Author(s)

HAJIZADE IMAN | EBRAHIMI SAEED | PEYVANDI PEDRAM | Issue Writer Certificate

Keywords

NEEDLE VELOCITYQ2

SEWING MACHINEQ2

OPTIMIZATIONQ2

GENETIC ALGORITHMQ2

SLIDERQ2

CRANK MECHANISMQ2

Abstract

The problem of designing SEWING MACHINEs is known as a difficult task due to the existence of complex mechanisms and various solutions. The stitch quality in these machines is certainly most influenced by the effect of parameters of the needle drive mechanism. The needle heat generated during sewing process as well as the needle contact force are directly related to NEEDLE VELOCITY in penetration zone which in turn depends on the needle driver mechanism of SEWING MACHINE. Unfortunately, despite the importance of this issue from practical point, very little publications have focused especially on the OPTIMIZATION of needle lever mechanism. Therefore, we first introduce a new needle derive mechanism for which an OPTIMIZATION procedure based on the GENETIC ALGORITHM is followed to achieve minimum NEEDLE VELOCITY during penetration. In addition, further modification of the objective function with respect to the variation of needle acceleration is applied to assure smooth movement of the needle during sewing process.

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APA: Copy

HAJIZADE, IMAN, EBRAHIMI, SAEED, & PEYVANDI, PEDRAM. (2016). OPTIMIZATION OF A NEW-DEVELOPED NEEDLE DRIVE MECHANISM IN SEWING MACHINES USING THE GENETIC ALGORITHM. JOURNAL OF MODELING IN ENGINEERING, 14(46), 11-23. SID. https://sid.ir/paper/173736/en

Vancouver: Copy

HAJIZADE IMAN, EBRAHIMI SAEED, PEYVANDI PEDRAM. OPTIMIZATION OF A NEW-DEVELOPED NEEDLE DRIVE MECHANISM IN SEWING MACHINES USING THE GENETIC ALGORITHM. JOURNAL OF MODELING IN ENGINEERING[Internet]. 2016;14(46):11-23. Available from: https://sid.ir/paper/173736/en

IEEE: Copy

IMAN HAJIZADE, SAEED EBRAHIMI, and PEDRAM PEYVANDI, “OPTIMIZATION OF A NEW-DEVELOPED NEEDLE DRIVE MECHANISM IN SEWING MACHINES USING THE GENETIC ALGORITHM,” JOURNAL OF MODELING IN ENGINEERING, vol. 14, no. 46, pp. 11–23, 2016, [Online]. Available: https://sid.ir/paper/173736/en

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