Flow forming: A review of research methodologies, prediction models and their applications

D Marini, D Cunningham… - International Journal …, 2016 - pureportal.strath.ac.uk
After years of largely academic interest and niche applications, a new generation of high
duty CNC machines is enabling the flow forming process find increasing application in …

Transfer learning-based crashworthiness prediction for the composite structure of a subway vehicle

C Yang, K Meng, L Yang, W Guo, P Xu… - International Journal of …, 2023 - Elsevier
Due to the lack of load/displacement sensors in a complex and uncertain crash test/accident
of rail vehicles (eg, vehicle-to-vehicle or train-to-train collision), only structural deformation …

Machine learning-based crashworthiness optimization for the square cone energy-absorbing structure of the subway vehicle

W Guo, P Xu, C Yang, J Guo, L Yang, S Yao - Structural and …, 2023 - Springer
This paper presents a novel framework for predicting the crashworthiness of a square cone
energy-absorbing (SCEA) structure using a machine-learning method. The structure …

A review of flow forming processes and mechanisms

D Marini, D Cunningham, J Corney - Key Engineering Materials, 2015 - Trans Tech Publ
After years of pure academic interest and niche applications, today the flow forming process
is growing in its importance in the forming industry, due to increasing demand in aerospace …

Microstructure and mechanical properties of AZ80 magnesium alloy tube fabricated by hot flow forming

Z Cao, F Wang, Q Wan, Z Zhang, L Jin, J Dong - Materials & Design, 2015 - Elsevier
Flow forming is a plastic deformation process to produce thin-walled and high-precision
cylindrical components. In this study, the hot flow forming of Mg–8.5 Al–0.5 Zn–0.2 Mn …

Multiphysics numerical modelling of backward flow forming process of AISI 5140 steel

AC Kocabıçak, MA Wahab - Simulation Modelling Practice and Theory, 2022 - Elsevier
Flow forming is a cold working process that makes it possible to produce high-precision thin-
walled rotational symmetric parts leading to increased mechanical properties. The backward …

Development of combined groove pressing and rolling to produce ultra-fine grained Al alloys and comparison with cryorolling

K Changela, H Krishnaswamy, RK Digavalli - Materials Science and …, 2019 - Elsevier
In the present work, aluminium alloys were subjected to two different severe plastic
deformation (SPD) routes namely, cryorolling (CYR) and constrained groove pressing …

A new spinning-extrusion forming technology for the inner-ribbed component

P Gao, Y Gong, Z Ren, M Zhan - International Journal of Mechanical …, 2024 - Elsevier
To solve the problem that the rib filling height is low in the traditional spinning forming (TSF)
of ribbed component, a new spinning-extrusion forming technology (SEF) was proposed. A …

Mechanical characterization of flow formed FCC alloys

M Haghshenas, RJ Klassen - Materials Science and Engineering: A, 2015 - Elsevier
Flow forming is an old, but still promising, sheet metal forming technique to produce thin-
walled, high-precision cylindrical auto-components (ie carriers and clutch housings). In the …

Study on effect of offset defect on mechanical property of honeycomb structures

P Xu, X Xiao, S Yao, L Kong - Structures, 2021 - Elsevier
Honeycomb is widely used because of its excellent energy absorption characteristics during
compression. However, offset defects in the manufacturing process are inevitable and affect …