Die filling mechanism in flow forming of thin-walled tubular parts with cross inner ribs
X Zeng, XG Fan, HW Li, M Zhan, HR Zhang… - Journal of Manufacturing …, 2020 - Elsevier
Flow forming is a promising technique to manufacture thin-walled tubular parts with cross
inner ribs (longitudinal and transverse inner ribs, LTIRs) which are highly demanded in …
inner ribs (longitudinal and transverse inner ribs, LTIRs) which are highly demanded in …
A study on the performance of various predictive models based on artificial neural network for backward metal flow forming process
Backward metal flow forming is an incremental forming process that is used to manufacture
near shape products with precise dimensions. Among the most important application fields …
near shape products with precise dimensions. Among the most important application fields …
Monitoring Flow-Forming Processes Using Design of Experiments and a Machine Learning Approach Based on Randomized-Supervised Time Series Forest and …
L Anozie, B Fink, CM Friedrich, C Engels - Sensors, 2024 - mdpi.com
The machines of WF Maschinenbau process metal blanks into various workpieces using so-
called flow-forming processes. The quality of these workpieces depends largely on the …
called flow-forming processes. The quality of these workpieces depends largely on the …
Investigation of hardness, microstructure, and process temperature in the internal gear flow-forming process
M Khodadadi, K Khalili, A Ashrafi, F Kolahan - Experimental Techniques, 2023 - Springer
The advantages of the flow-forming process, such as excellent mechanical properties,
simple tools, and the need for low forming force, have led to the increasing use of this …
simple tools, and the need for low forming force, have led to the increasing use of this …
Springback optimization for CNC tube bending machine base on an Artificial Neural Network (ANN)
S Kongnoo, K Sonthipermpoon - 2023 - nuir.lib.nu.ac.th
An NC Mandrel-Less Rotary Draw Bending (MLRDB) machine is used to bend metal tubes.
When the clamp die takes are unloaded, the shape of the tube will be restored and …
When the clamp die takes are unloaded, the shape of the tube will be restored and …
Modelling and optimization of mean thickness of backward flow formed tubes using regression analysis, particle swarm optimization and neural network
In this study, the relationship between the input process parameters and the output
parameters of the backward metal flow forming process is established using a full factorial …
parameters of the backward metal flow forming process is established using a full factorial …
Analysis of Factors Affecting Springback Angle in Bending of ASTM A-210 Gr. A1 Seamless Carbon Steel Tube
S Kongnoo, K Sonthipermpoon… - Naresuan University …, 2023 - ph01.tci-thaijo.org
Abstract Rotary Draw Bending (RDB) is a common process in the tube bending industry but
the problem of springback often occurs. When the clamp die part is released after the …
the problem of springback often occurs. When the clamp die part is released after the …
Single-and multi-objective optimization of internal gear flowforming process based on increasing tooth height and reducing force and built-up edge
M Khodadadi, K Khalili, A Ashrafi - Transactions of the …, 2022 - cdnsciencepub.com
Flowforming is an incremental metal forming process in which deformation occurs gradually
between the roller and mandrel. This process has been widely used for manufacturing of …
between the roller and mandrel. This process has been widely used for manufacturing of …
Data-Driven Evaluation of Predictive Models for Estimation of Springback in Backward Metal Flow Forming Process
Springback is common defect when soft materials are formed during backward metal flow
forming process. Springback is a combinational effect of roller geometry, process …
forming process. Springback is a combinational effect of roller geometry, process …
Models for Estimation of Springback in Backward Metal Flow Forming
D Kachroo, P Banerjee, A Bera… - … : Select Proceedings of …, 2024 - books.google.com
The backward metal flow forming process finds extensive application in the auto-motive,
defence, and aerospace industries [1, 2]. Flow forming is a near-net-shape advanced …
defence, and aerospace industries [1, 2]. Flow forming is a near-net-shape advanced …