Application of neural network and genetic algorithm to powder metallurgy of pure iron

M Reihanian, SR Asadullahpour, S Hajarpour… - Materials & Design, 2011 - Elsevier
In the present paper, soft computing techniques are applied to optimize the powder
metallurgy processing of pure iron. An artificial neural network is trained to predict the stress …

Parameter optimisation in V-bending process at elevated temperatures to minimise spring back in Ti-6Al-4V alloy

MA Wahed, AK Gupta, VSR Gadi, SK… - Advances in Materials …, 2020 - Taylor & Francis
In the forming of Ti-6Al-4V alloy, during assembly high spring back is one of the main
problem that causes changes in the dimensions of the component. This work focuses on …

Effects of material properties and punch tip radius on spring-forward in 90 V bending processes

D Hakan, Ö Mustafa, S Murat - Journal of Iron and Steel Research …, 2013 - Springer
Bending process is one of the most significant fields of application of sheet metal die. Sheet
metals are exposed to some spring-back or spring-forward depending on elastic …

[PDF][PDF] 基于遗传算法的锻模阻力墙结构多目标优化设计

周杰, 张渝, 安治国, 李路 - 机械工程学报, 2010 - qikan.cmes.org
针对传统模锻工艺中飞边槽结构的不足, 在综合常规飞边槽与楔形飞边槽优点的基础上,
提出锻模新型飞边结构形式——阻力墙. 以减少模具磨损和降低成形载荷为目标 …

Effect of the thickness distribution and setting condition on springback in multi-layer sheet bending

SV Mohammadi, MH Parsa, AJ Aghchai - International Journal of …, 2011 - ajol.info
The new industrial demands for special materials with better properties have led to the
invention of composite materials. Twolayer clad sheets and three-layer sandwich sheets are …

[PDF][PDF] Optimal design of the electrothermal V-beam microactuator based on GA for stress concentration analysis

MS Suen, JC Hsieh, KC Liu… - … July 4-6, 2012. London, UK …, 2010 - researchgate.net
The stress concentration of the electrothemal microactuator is an important issue in the
MEMS structure resulting from the existence of stress concentration essentially to change …

[PDF][PDF] Modeling and optimization of roll-bonding parameters for bond strength of Ti/Cu/Ti clad composites by artificial neural networks and genetic algorithm

M Mahdavi Jafari, GR Khayati, M Hosseini… - International Journal of …, 2017 - ije.ir
This paper deals with modeling and optimization of the roll-bonding process of Ti/Cu/Ti
composite for determination of the best roll-bonding parameters leading to the maximum …

Effects of part geometry on spring-back/spring-go feature in U-bending process

W Phanitwong, A Sontamino… - Key Engineering …, 2013 - Trans Tech Publ
The U-bending process is a common sheet-metal forming process widely employed to
fabricate sheet parts like channels, beams, and frames of various sizes applied in almost all …

[PDF][PDF] Prediction of steel machinability by genetic programming

M Brezocnik, M Kovacic… - Journal of Achievements in …, 2006 - researchgate.net
Purpose: This paper describes intelligent system to predict steel machinability.
Design/methodology/approach: The prediction of machinability of steel, depending on input …

[PDF][PDF] Process design of seat rail in automobile by the advanced high strength steel of DP780

DC Ko, JH An, MJ Jang, JH Bae, CH Kim… - … of Materials Processing, 2008 - koreascience.kr
The control of springback is very important in sheet metal forming since springback affects
the dimensional inaccuracy of product. The object of this study is to design the …