Machine learning based operator assistance in roll forming
Sign Up to like & getrecommendations! Published in 2024 at "Production Engineering"
DOI: 10.1007/s11740-024-01311-0
Abstract: This paper presents an approach for operator assistance in roll forming to overcome the challenges of progressive skilled labor shortage faced by manufacturers of profiled products. An introductory study proves the necessity and the willingness… read more here.
Keywords: operator; assistance; machine learning; learning based ... See more keywords
Mechanical Bending Property of Ultra-High Strength Steel Sheets IN Roll Forming Process
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Precision Engineering and Manufacturing"
DOI: 10.1007/s12541-018-0216-7
Abstract: Ultra-high strength steel (UHSS) plays an important role in the automotive lightweight industry owing to its insubstantial weight and high specific strength. Roll forming is one of the effective forming processes for UHSS in the… read more here.
Keywords: roll forming; strength; fracture; forming process ... See more keywords
Investigation on the Effect of Pre-heating with Butane Gas Torch in Formability of High Tension Steel (HTS) by Using Taguchi Experimental Method in Roll Forming Process
Sign Up to like & getrecommendations! Published in 2018 at "Transactions of the Indian Institute of Metals"
DOI: 10.1007/s12666-018-1319-7
Abstract: This study was carried out to evaluate a new roll forming process involving pre-heating using a gas torch. The temperature distribution for the formed sheet was observed using a 3D-IR graph generated from a thermal… read more here.
Keywords: roll forming; pre heating; forming process;
Effect of the forming method on part shape quality in cold roll forming high strength Ti-6Al-4V sheet
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Manufacturing Processes"
DOI: 10.1016/j.jmapro.2018.03.022
Abstract: Abstract High strength titanium alloy sheet, in particular Ti-6Al-4V, is used for structural applications; roll forming has been found to be an appropriate cold forming process for the manufacture of long components in Ti-6Al-4V. Roll… read more here.
Keywords: roll forming; high strength; part; shape ... See more keywords
Geometric design of the rolling tool for gear roll-forming process with axial-infeed
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Materials Processing Technology"
DOI: 10.1016/j.jmatprotec.2018.03.006
Abstract: Abstract Roll-forming process is an innovative manufacturing technology for the near-net-shape production of high-performance gears. Outstanding surface quality, high material utilization rate and short process chain are the essential merits of this process. The geometry… read more here.
Keywords: roll forming; rolling tool; process; design rolling ... See more keywords
Control of residual stresses in roll forming through targeted adaptation of the roll gap
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Materials Processing Technology"
DOI: 10.1016/j.jmatprotec.2021.117129
Abstract: Abstract Roll forming is a continuous manufacturing process, which allows for the economical production of a wide range of profile geometries in large batches. When roll formed profiles are cut to length, process related residual… read more here.
Keywords: roll forming; residual stresses; roll gap; roll ... See more keywords
Fracture simulation of cold roll forming process for aluminum 7075-T6 automotive bumper beam using GISSMO damage model
Sign Up to like & getrecommendations! Published in 2018 at "Procedia Manufacturing"
DOI: 10.1016/j.promfg.2018.07.314
Abstract: Abstract This study deals with cold roll forming process of automotive bumper beam with aluminum 7075 T6. The simulation method for predicting crack during roll forming process of aluminum 7075-T6 automotive bumper beam was developed.… read more here.
Keywords: roll forming; bumper beam; forming process; damage ... See more keywords
Roll forming of aluminum alloy profile with hat-shaped section
Sign Up to like & getrecommendations! Published in 2018 at "Procedia Manufacturing"
DOI: 10.1016/j.promfg.2018.07.315
Abstract: Abstract The 2A12 aluminum alloy has been widely used in the aerospace, defense and automotive industries due to its low weight and high strength. Meanwhile, roll forming, as a die-less processing method, has been used… read more here.
Keywords: roll forming; alloy profile; alloy; aluminum alloy ... See more keywords
3D roll forming center for automotive applications
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DOI: 10.1016/j.promfg.2018.07.319
Abstract: Abstract Roll formed profiles are used in automotive chassis production as building blocks for the body-in-white. The ability to produce profiles with discontinuous cross sections, both in width and in depth, allows weight savings in… read more here.
Keywords: roll forming; roll; center automotive; forming center ... See more keywords
Optimization of the Forming Method on Torsion Defect in Cold-Roll Forming of Z Section Steel
Sign Up to like & getrecommendations! Published in 2022 at "ACS Omega"
DOI: 10.1021/acsomega.1c04969
Abstract: The knurling design is the basis of cold-roll forming, which is related to the subsequent roll design. It is also the basis to determine the roll pass. As a typical cross-section, Z-shaped steel is widely… read more here.
Keywords: roll; steel; torsion; cold roll ... See more keywords
Multiobjective Optimization of Roll-Forming Procedure Using NSGA-II and Type-2 Fuzzy Neural Network
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2023.3287921
Abstract: In this research, the effective indexes in the cold roll-forming procedure that can affect the energy utilization and required maximum torque of the forming line have been investigated and optimised using NSGA-II and type-2 fuzzy… read more here.
Keywords: roll; energy; cold roll; forming procedure ... See more keywords