A review of artificial intelligent methods for machined surface roughness prediction

H Yang, H Zheng, T Zhang - Tribology International, 2024 - Elsevier
With the increasing demand for ultra-precision machining parts in the industrial field, surface
roughness, as a key quality indicator, faces dual challenges of precision and speed in …

Characterization of the topography generated by low plasticity burnishing using advanced techniques

DA de Oliveira, AM Martins… - Surface and Coatings …, 2022 - Elsevier
This work investigates the surface topography of AISI 304 austenitic stainless steel after low
plasticity burnishing through the evaluation of the average surface roughness (Ra), surface …

Influence of the hydrostatic ball burnishing on surface quality and ultra-microhardness

DA de Oliveira, AM Martins, AJ Santos… - Journal of the Brazilian …, 2024 - Springer
Ball burnishing is a mechanical operation that aims to improve surface quality and
mechanical properties of components, as an increase in hardness and fatigue resistance. In …

Experimental and numerical investigation of the deep rolling process focussing on 34CrNiMo6 railway axles

T Pertoll, C Buzzi, A Dutzler, M Leitner… - International Journal of …, 2023 - Springer
Deep rolling is a powerful tool to increase the service life or reduce the weight of railway
axles. Three fatigue-resistant increasing effects are achieved in one treatment: lower surface …

Relationship between surface characteristics and the fatigue life of deep rolled AISI 4140 steel

AM Martins, DA Oliveira… - … International Journal of …, 2023 - Springer
Deep rolling is an effective and economically viable mechanical surface treatment that
induces surface deformation by the action of a rolling tool. It is capable of reducing …

Influence of deep rolling on the α'-martensite formation in the subsurface, geometrically necessary dislocations and corrosion resistance of austenitic stainless steel …

DA de Oliveira, PP Brito, F de Castro Magalhães… - Surface and Coatings …, 2024 - Elsevier
The influence of deep rolling (DR) parameters (speed, number of passes and pressure) on
the equivalent total strain, α'-martensite formation, ultra-microhardness, microstructure, and …

[HTML][HTML] Influence of low plasticity burnishing on the formation of strain induced martensite in the surface layer

DA de Oliveira, PP Brito, F de Castro Magalhães… - Journal of Materials …, 2023 - Elsevier
In this research, AISI 304 austenitic stainless steel was used as work material and the
influence of low plasticity burnishing (LPB) parameters (speed, number of passes and …

Experimental and Numerical Investigations of the Deep Rolling Process to Analyze the Local Deformation Behavior of Welded Joints

S Heikebrügge, B Breidenstein, B Bergmann… - … of Manufacturing and …, 2022 - mdpi.com
Welded joints show a comparably low fatigue strength compared to the base material. Thus,
different post-weld treatment methods are used to enhance the fatigue strength of welded …

Monitoring the surface quality for various deep rolling processes–limits and experimental results

O Maiß, K Röttger - Procedia CIRP, 2022 - Elsevier
Mechanical surface treatments are specialized processes for improving part properties
during their lifetime. However, they are additional processes within the process chain, which …

[HTML][HTML] Enhancing surface integrity in friction stir welding through deep rolling and post-weld heat treatment

A Baisukhan, W Nakkiew - Journal of Advanced Joining Processes, 2024 - Elsevier
This study aimed to investigate mechanical surface treatment through deep rolling (DR) and
post-weld heat treatment (PWHT) to enhance the surface integrity of an AA7075-T651 …