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90 Results Found

  • Article
  • Open Access
7 Citations
3,044 Views
12 Pages

18 July 2023

The springback phenomenon has an impact on tube-processing quality during the free-bending process. For different pipe benders, the forming process is affected by different factors, such as gaps between the tube and the bending die and friction betwe...

  • Article
  • Open Access
3 Citations
2,102 Views
15 Pages

Springback Analysis and Prediction of Automotive Steel Sheets Used in Compression Bending

  • Emil Spišák,
  • Janka Majerníková,
  • Peter Mulidrán,
  • Július Hajduk and
  • František Ruda

10 February 2025

Springback is still one of the most challenging issues in sheet metal forming, especially in the automotive industry, where hundreds of pressings made of different types of materials are joined together by various methods. In this study, springback e...

  • Article
  • Open Access
15 Citations
3,896 Views
18 Pages

Numerical Prediction and Reduction of Hat-Shaped Part Springback Made of Dual-Phase AHSS Steel

  • Peter Mulidrán,
  • Emil Spišák,
  • Miroslav Tomáš,
  • Ján Slota and
  • Janka Majerníková

20 August 2020

The springback in the sheet metal forming process refers to the change of shape after the load removal. It is usually undesirable, causing problems in the subsequent forming operations, in the assembly and negatively affects the quality of the final...

  • Article
  • Open Access
18 Citations
3,284 Views
18 Pages

19 August 2022

Springback is an unavoidable problem in cold-forming processes and affects the efficiency and quality of the processing of outer sheets for ships. Therefore, effective control and prediction of sheet-forming springback is particularly important in th...

  • Article
  • Open Access
4 Citations
2,068 Views
14 Pages

Analytical Model for Springback Prediction of CuZn20 Foil Considering Size Effects: Weakening versus Strengthening

  • Xin Guan,
  • Zhenwu Ma,
  • Chunju Wang,
  • Haidong He,
  • Yuanjing Zhang,
  • Xinwei Wang and
  • Weiwei Zhang

2 November 2020

The prediction of springback angle for ultra-thin metallic sheets becomes extremely difficult with the existence of size effects. In this study, size effects on the springback behavior of CuZn20 foils are investigated by experiments and analytical me...

  • Article
  • Open Access
34 Citations
4,509 Views
16 Pages

14 July 2020

This paper presents the results of predictions of springback of cold-rolled anisotropic steel sheets using an approach based on a multilayer perceptron-based artificial neural network (ANN) coupled with a genetic algorithm (GA). A GA was used to opti...

  • Article
  • Open Access
389 Views
29 Pages

An Experimental–Numerical Framework for Springback Prediction and Angle Compensation in Air Bending with Additively Manufactured Polymer Tools

  • Vesna Mandic,
  • Marko Delic,
  • Dragan Adamovic,
  • Dusan Arsic,
  • Nada Ratkovic,
  • Djordje Ivkovic and
  • Andjelka Ilic

Additive manufacturing of polymer tools represents a promising alternative to conventional steel tooling for low-force and low-volume sheet metal air bending. However, accurate prediction of sheet springback and the resulting deviation of the bending...

  • Article
  • Open Access
173 Views
16 Pages

Multi-Point Stretch Forming Springback Prediction and Parameter Sensitivity Analysis Based on GWO-CatBoost

  • Xue Chen,
  • Dongmei Wang,
  • Chi Zhang,
  • Renwei Wang,
  • Changliang Zhang and
  • Yueteng Zhou

11 February 2026

Springback control in Multi-Point Stretch Forming (MPSF) is significantly hindered by the computational intensity of Finite Element Analysis (FEA) and the limited predictive robustness of traditional regression methods. This study develops a hybrid G...

  • Article
  • Open Access
15 Citations
4,679 Views
23 Pages

20 July 2020

Bi-layered metallic bending tubes are widely used in extreme environments. The spring-back prediction theory for precise forming of such tube configuration is lacking. The layered coupling causes complex section internal force and new boundary condit...

  • Article
  • Open Access
25 Citations
5,385 Views
15 Pages

Numerical Prediction of Forming Car Body Parts with Emphasis on Springback

  • Peter Mulidrán,
  • Marek Šiser,
  • Ján Slota,
  • Emil Spišák and
  • Tomáš Sleziak

8 June 2018

Numerical simulation is an important tool which can be used for designing parts and production processes. Springback prediction, with the use of numerical simulation, is essential for the reduction of tool try-outs through the design of the forming t...

  • Article
  • Open Access
59 Citations
9,822 Views
14 Pages

19 September 2017

Elastic recovery of the material, called springback, is one of the problems in sheet metal forming of drawpieces, especially with a complex shape. The springback can be influenced by various technological, geometrical, and material parameters. In thi...

  • Article
  • Open Access
3 Citations
1,870 Views
18 Pages

28 September 2023

The folding process is characterized by the springback phenomenon. Several experimental folding tests are elaborated and illustrated in this paper. The precision and the quality of the folded sheet workpiece are related to the reduction in the spring...

  • Article
  • Open Access
26 Citations
6,544 Views
17 Pages

Effect of Constitutive Equations on Springback Prediction Accuracy in the TRIP1180 Cold Stamping

  • Ki-Young Seo,
  • Jae-Hong Kim,
  • Hyun-Seok Lee,
  • Ji Hoon Kim and
  • Byung-Min Kim

30 December 2017

This study aimed to evaluate the effect of constitutive equations on springback prediction accuracy in cold stamping with various deformation modes. This study investigated the ability of two yield functions to describe the yield behavior: Hill’48 an...

  • Article
  • Open Access
6 Citations
3,058 Views
20 Pages

9 December 2024

Amidst the accelerating pace of automation in sheet metal bending, the need for small-batch, multi-varietal, efficient, and adaptable production modalities has become increasingly pronounced. To address this need and to enhance the efficacy of the be...

  • Article
  • Open Access
4 Citations
3,653 Views
8 Pages

20 June 2019

Different from traditional hot stamping components with full martensite, the new tailored hot stamping (THS) components have different quenched microstructures, which results in their lower shape accuracy. To investigate the influence of different qu...

  • Article
  • Open Access
35 Citations
5,716 Views
13 Pages

12 September 2019

In this paper, the uniaxial loading–unloading–reloading (LUR) tensile test was conducted to determine the elastic modulus depending on the plastic pre-strain. To obtain the material parameters and parameter of Yoshida-Uemori’s kinem...

  • Article
  • Open Access
7 Citations
2,808 Views
27 Pages

3 February 2022

The effect of the computational model and mesh strategy on the springback prediction of the thin sandwich material made of micro-alloyed steel was investigated in this paper. To verify the chosen computational strategy, a comparison of the experiment...

  • Article
  • Open Access
9 Citations
2,553 Views
16 Pages

Impact of Blank Holding Force and Friction on Springback and Its Prediction of a Hat-Shaped Part Made of Dual-Phase Steel

  • Peter Mulidrán,
  • Emil Spišák,
  • Miroslav Tomáš,
  • Janka Majerníková,
  • Jana Bidulská and
  • Róbert Bidulský

13 January 2023

Formability and its prediction of high-strength steels is an important research subject for forming specialists and researchers in this field. Springback and its accurate prediction of high-strength steels are very common issues in metal forming proc...

  • Article
  • Open Access
1,839 Views
15 Pages

Springback represents the deflection of a workpiece after releasing the forming tools or dies, which influences the quality and precision of the final products. It is basically governed by the elastic strain recovery of the material after unloading....

  • Article
  • Open Access
2 Citations
2,741 Views
12 Pages

Analytical Prediction of Stretch-Bending Springback Based on the Proportional Kinematic Hardening Model

  • Ruixue Zhai,
  • Zhuangkun Zhao,
  • Jianhao Yang,
  • Bangbang Ma and
  • Gaochao Yu

11 December 2021

Pre-stretching and post-bending are the simplest loading methods for the profile stretch-bending technical process. The inner layers of the profile are stretched and then compressed during the loading process. Considering the Bauschinger effect of me...

  • Article
  • Open Access
6 Citations
4,924 Views
16 Pages

10 April 2018

Warm U-draw bending tests were performed on a 5182 aluminum alloy under isothermal and non-isothermal conditions, and the amounts of springback under the corresponding conditions were measured. Finite element method analyses were then conducted to ca...

  • Article
  • Open Access
2 Citations
1,709 Views
23 Pages

24 March 2025

The landing gear of an aircraft plays a crucial role in ensuring the safe takeoff and landing of the aircraft. Several defects in landing gear press molding may occur, including cross-section distortion, wall thickness thinning, and the springback ph...

  • Article
  • Open Access
13 Citations
5,699 Views
14 Pages

14 November 2018

Springback prediction of sheet metal forming is always an important issue in the industry, because it greatly affects the final shape of the product. The accuracy of simulation prediction depends on not only the forming condition but also the chosen...

  • Article
  • Open Access
8 Citations
3,503 Views
12 Pages

Effect of Elastic Module Degradation Measurement in Different Sizes of the Nonlinear Isotropic–Kinematic Yield Surface on Springback Prediction

  • Wisam Ali Basher Baara,
  • B. T. Hang Tuah b. Baharudin,
  • Mohd Khairol Anuar and
  • Mohd Idris Shah b. Ismail

30 April 2019

Commercial finite element software that uses default hardening model simulation is not able to predict the final shape of sheet metal that changes its dimensions after removing the punch due to residual stress (strain recovery or springback). We aime...

  • Article
  • Open Access
50 Citations
10,913 Views
14 Pages

6 April 2020

Sheet metal forming is one of the most important manufacturing processes applied in many industrial sectors, with the most prevalent being the automotive and aerospace industries. The main purpose of that operation is to produce a desired formed shap...

  • Article
  • Open Access
1 Citations
967 Views
16 Pages

1 July 2025

Plastic forming in magnesium alloy sheet products is becoming a hot topic because of its potential in light-weight structural designs. Due to the special anisotropic and tension–compression asymmetrical properties of magnesium alloys, tradition...

  • Article
  • Open Access
3 Citations
2,648 Views
12 Pages

Application of Mean Modulus in Three-Point Bending and Roll Forming

  • Menglong Xing,
  • Haijun Wang,
  • Jiyan Liu,
  • Yutao Fu and
  • Fengshan Du

23 March 2023

Nonlinear unloading plays an important role in predicting springback during plastic forming process. To improve the accuracy of springback prediction which could provide a guide for precision forming, uniaxial tensile tests and uniaxial loading&ndash...

  • Article
  • Open Access
2 Citations
2,191 Views
12 Pages

2 August 2024

This research focuses on cylindrical helical springs with circular cross-sections made from carbon steel (SH 0.82% C) and stainless steel (AISI 302). The transformation from a linear bar to a circular spiral involves numerous factors such as material...

  • Article
  • Open Access
11 Citations
3,035 Views
11 Pages

Springback Prediction for Pure Moment Bending of Aluminum Alloy Square Tube

  • Stanisław Kut,
  • Feliks Stachowicz and
  • Grzegorz Pasowicz

8 July 2021

The springback phenomenon occurring during cold forming is the main problem affecting the dimensional accuracy of bent products, especially when bending thin-walled profiles, where there are significant changes in the cross-section geometry. This art...

  • Article
  • Open Access
5 Citations
2,980 Views
13 Pages

Springback Prediction of Dieless Forming of AZM120 Sheet Metal Based on Constitutive Model

  • Zijin Wu,
  • Junjie Gong,
  • Yangdong Chen,
  • Jinrong Wang,
  • Yuanyuan Wei and
  • Jianhe Gao

11 June 2020

Springback control is a key issue of the sheet-metal-forming process. In this paper, the mechanism of sheet-metal-forming along the folding trajectory of the computer numerical control (CNC) four-side automatic panel bender was studied, based on the...

  • Article
  • Open Access
7 Citations
2,945 Views
17 Pages

15 September 2023

This research presents an innovative methodology for accurately predicting spring-back tendencies in V-bending of SS400 steel sheets under elevated temperatures. The study leverages extensive tensile test data to determine parameters for pure isotrop...

  • Article
  • Open Access
7 Citations
3,241 Views
21 Pages

Research on the Curvature Prediction Method of Profile Roll Bending Based on Machine Learning

  • Hongqiang Cao,
  • Gaochao Yu,
  • Tong Liu,
  • Pengcheng Fu,
  • Guoyan Huang and
  • Jun Zhao

10 January 2023

Roll-bending technology has a high degree of flexibility and does not require special molds. However, based on the existing plastic mechanics theory and finite element simulation, it is difficult to accurately analyze the complex spatial relationship...

  • Article
  • Open Access
1 Citations
2,676 Views
19 Pages

11 June 2023

Accurate prediction of springback is increasingly required during deep-drawing formation of anisotropic stainless steel sheets. The anisotropy of sheet thickness direction is very important for predicting the springback and final shape of a workpiece...

  • Article
  • Open Access
7 Citations
2,755 Views
17 Pages

17 April 2020

The thin-walled structures of titanium alloys have peculiar characteristics involving thin curved surfaces, complicated structures, and a poor rigidity. Therefore, bending or twisting distortion frequently occurs in forging, extrusion, drawing, trans...

  • Article
  • Open Access
14 Citations
5,468 Views
16 Pages

27 November 2017

Springback in multi-point dieless forming (MDF) is a common problem because of the small deformation and blank holder free boundary condition. Numerical simulations are widely used in sheet metal forming to predict the springback. However, the comput...

  • Article
  • Open Access
22 Citations
4,179 Views
12 Pages

Springback Calibration of a U-Shaped Electromagnetic Impulse Forming Process

  • Xiaohui Cui,
  • Zhiwu Zhang,
  • Hailiang Yu,
  • Xiaoting Xiao and
  • Yongqi Cheng

24 May 2019

A three-dimensional (3D) finite-element model (FEM), including quasi-static stamping, sequential coupling for electromagnetic forming (EMF) and springback, was established to analyze the springback calibration by electromagnetic force. Results show t...

  • Article
  • Open Access
773 Views
24 Pages

Anisotropic Plasticity in Sheet Metal Forming: Experimental and Numerical Analysis of Springback Using U-Bending Test

  • Lotfi Ben Said,
  • Abir Bouhamed,
  • Mondher Wali,
  • Taoufik Kamoun,
  • Muapper Alhadri,
  • Badreddine Ayadi,
  • Sattam Alharbi and
  • Wajdi Rajhi

7 November 2025

Accurate forecasting of springback continues to pose a significant challenge in sheet metal forming processes. The present paper presents a numerical model designed for the precise prediction of springback, allowing for a deeper understanding of plas...

  • Feature Paper
  • Article
  • Open Access
3 Citations
3,533 Views
23 Pages

Issues on the Correlation between Experimental and Numerical Results in Sheet Metal Forming Benchmarks

  • Rui L. Amaral,
  • Diogo M. Neto,
  • Dipak Wagre,
  • Abel D. Santos and
  • Marta C. Oliveira

28 November 2020

The validation of numerical models requires the comparison between numerical and experimental results, which has led to the development of benchmark tests in order to achieve a wider participation. In the sheet metal-forming research field, the bench...

  • Article
  • Open Access
7 Citations
4,839 Views
23 Pages

The springback of sheet metals after forming has been widely studied for decades using numerical and experimental methods. Many of these springback studies involve aluminum alloys. This study aims to understand the springback behavior of aluminum-pol...

  • Article
  • Open Access
4 Citations
2,905 Views
24 Pages

There is a time-dependent springback phenomenon seen during the process of the bending-straightening of slender shafts, which has a great influence on the evaluation of straightness after straightening, creating a risk of misjudgment. This paper pres...

  • Article
  • Open Access
2 Citations
1,268 Views
16 Pages

14 May 2025

Springback control is a critical factor in profile stretch-bending-torsion forming. A new stretch-bending-torsion automatic forming method based on the mixture of finite element and BP neural network (FE-BPNN) is proposed. The method enhances the sha...

  • Article
  • Open Access
8 Citations
3,084 Views
16 Pages

7 April 2023

This article presents the results of an analysis of the bending load characteristics and the springback phenomenon occurring during three-point bending of 1.0 and 2.0 mm thick AW-2024 aluminium alloy sheets with rolled AW-1050A cladding. A new propri...

  • Review
  • Open Access
21 Citations
4,898 Views
24 Pages

15 August 2022

Titanium alloy sheets present inferior formability and severe springback in conventional forming processes at room temperature which greatly restrict their applications in complex-shaped components. In this paper, deformation characteristics and form...

  • Feature Paper
  • Article
  • Open Access
30 Citations
9,026 Views
14 Pages

Anisotropic Hardening Behaviour and Springback of Advanced High-Strength Steels

  • Jaebong Jung,
  • Sungwook Jun,
  • Hyun-Seok Lee,
  • Byung-Min Kim,
  • Myoung-Gyu Lee and
  • Ji Hoon Kim

6 November 2017

Advanced high-strength steels (AHSSs) exhibit large, and sometimes anisotropic, springback recovery after forming. Accurate description of the anisotropic elasto-plastic behaviour of sheet metals is critical for predicting their anisotropic springbac...

  • Article
  • Open Access
160 Views
18 Pages

28 February 2026

Residual stresses are inevitably introduced during plate manufacturing and pre-processing (e.g., quenching and pre-stretching). However, springback prediction in creep age forming (CAF) is still frequently carried out by assuming an initially stress-...

  • Article
  • Open Access
11 Citations
3,955 Views
15 Pages

3 September 2021

Titanium bent tubular parts attract extensive applications, thus meeting the ever-growing demands for light weight, high reliability, and long service life, etc. To improve bending limit and forming quality, local-heat-assisted bending has been devel...

  • Article
  • Open Access
1 Citations
834 Views
22 Pages

29 April 2025

The main dimensional errors in stamped parts are caused by the springback phenomenon. Those errors usually lead to assembly difficulties and/or the malfunction of those parts. The objective of this contribution is to give a comprehensive and detailed...

  • Article
  • Open Access
1 Citations
798 Views
25 Pages

Study on FEM Simulation Algorithm of Local Warm Forming of Advanced High-Strength Steel

  • Tao Wang,
  • Di Li,
  • Xiao-Kun Wang,
  • Hong-Pai Zhu,
  • Jun-Jie Liu,
  • Ning Jiang,
  • Xiao-Zhi Feng and
  • Shao-Xun Liu

22 April 2025

Advanced high-strength steels (AHSSs) are prone to process defects such as fracture and springback during forming operations. Local warm forming technology represents an innovative forming process that applies targeted heating to specific stamping fe...

  • Article
  • Open Access
12 Citations
4,378 Views
22 Pages

Springback Reduction of L-Shaped Part Using Magnetic Pulse Forming

  • Xiaohui Cui,
  • Ang Xiao,
  • Zhihao Du,
  • Ziqin Yan and
  • Hailiang Yu

18 March 2020

This study proposes an electromagnetic-assisted stamping (EMAS) method with magnetic-force loading at the sheet end in order to control the springback phenomenon. The new method does not change the structure of the mold and does not generate a magnet...

  • Article
  • Open Access
10 Citations
6,689 Views
17 Pages

Springback Estimation in the Hydroforming Process of UNS A92024-T3 Aluminum Alloy by FEM Simulations

  • Cristina Churiaque,
  • Jose Maria Sánchez-Amaya,
  • Francisco Caamaño,
  • Juan Manuel Vazquez-Martinez and
  • Javier Botana

1 June 2018

The production of metal parts manufactured through the hydroforming process is strongly affected by the difficulty in predicting the elastic recovery (springback) of the material. In addition, the formation of wrinkles and crack growth should be avoi...

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