Process design in flashless forging of rib/web-shaped plane-strain components by the finite element method

Kang, Beom-Soo; Lee, J.H.; Kim, B.M.; Choi, Jae‐Hoon

doi:10.1016/0924-0136(95)85005-8

Cited by 18 publications

(6 citation statements)

References 11 publications

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“…However, up to now, most research is done on the effects of die and the performing of rib-web component integral forming (Kang et al, 1995;Park and Hwang, 2007), little report about material flow law during local loading forming (Wu et al, 2006). Fig.…”

Section: Introductionmentioning

confidence: 98%

Analysis of local loading forming for titanium-alloy T-shaped components using slab method

Zhang¹,

Yang²,

Sun³

2010

Journal of Materials Processing Technology

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Section: Introductionmentioning

confidence: 98%

Analysis of local loading forming for titanium-alloy T-shaped components using slab method

Zhang¹,

Yang²,

Sun³

2010

Journal of Materials Processing Technology

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“…The second stage is a perform process to prevent a flow defect like a folding or unfilling and improve the stiffness of a final product. The third stage is a finish process to manufacture a final product [16]. In this study, an automobile component, a spindle part, is selected to apply the estimation methods of die life proposed in this study with respect to the abrasive die wear and the plastic deformation.…”

Section: Process Design For the Hot Forging Processmentioning

confidence: 99%

Die life considering the deviation of the preheating billet temperature in hot forging process

Kim¹,

Kim²,

Kang³

2005

Finite Elements in Analysis and Design

Self Cite

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“…Customarily, a multi-stage forging process ensures the formation of highquality forgings, rendering the preforming process indispensable [7,8]. The traditional preform shape was initially designed based on empirical knowledge, plastic theory, and basic design principles [9][10][11]. This approach not only prolongs the production cycle, but also impedes the anticipation of potential risks in actual production.…”

Section: Introductionmentioning

confidence: 99%

Research on deformation uniformity control of thin-walled conical aeroengine forgings based on GA-SVR

Han,

Wang,

et al. 2024

Int J Adv Manuf Technol

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The performance and service life of aero-engine forgings, vital components of aero-engines, are profoundly impacted by their forming quality, which is substantially influenced by deformation uniformity. This study aims to control the deformation uniformity of thin-walled conical aero-engine forgings through preform design. Initially, the DEFORM DOE module and MATLAB are utilized to simulate various scenarios, automatically acquiring samples with preform die geometry parameters as variables. Subsequently, a deformation uniformity prediction model is constructed by integrating genetic algorithm (GA) and support vector regression (SVR). The fitness function of the genetic algorithm is defined as the mean squared error (MSE) between the predicted values of the SVR model and the finite element simulation values, iteratively optimizing the SVR model. The results reveal that the established prediction model, based on limited sample data, achieves high accuracy and efficiency, significantly diminishing the frequency of trial-and-error simulations while enhancing the efficiency of preform design for thin-walled conical forgings. Finite element simulation outcomes and macro/microstructure test results following trial production further validate the deformation uniformity prediction model's exceptional accuracy.

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Process design in flashless forging of rib/web-shaped plane-strain components by the finite element method

Cited by 18 publications

References 11 publications

Analysis of local loading forming for titanium-alloy T-shaped components using slab method

Analysis of local loading forming for titanium-alloy T-shaped components using slab method

Die life considering the deviation of the preheating billet temperature in hot forging process

Research on deformation uniformity control of thin-walled conical aeroengine forgings based on GA-SVR

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