IMPACT OF CUTTING PARAMETERS ON SURFACE QUALITY DURING MILLING OF AISI 1055 AND AISI 4140 STEELS

This study explores and contrasts the surface roughness caused by milling AISI 1055 steel and AISI 4140 steel. The materials underwent heat treatment, especially quenching and tempering at different temperatures. The evaluation was performed utilizing both multifactorial and unifactorial methodologies. The testing used a complete factorial design with eight variants, and the sample size was 23 (N = 8). The findings indicate that an increase in rotation frequency N correlates with a reduction in surface roughness Ra for both materials across different tempering temperatures. At a tempering temperature of 550 °C, the surface roughness Ra values are much higher for both materials than at lower temperatures (200 and 300 °C). Additionally, test No. 5 indicates that the ideal surface quality for the AISI 1055 material was achieved when tempered at 550 °C. Analysis of variance (ANOVA) was utilized to assess the effect of cutting parameters on surface quality. The feed rate (f) was determined to be the principal factor for the two materials examined, while the rotation frequency (N) served as the secondary effect. Two mathematical methods are presented to quantify Ra, the surface roughness of the two materials. Finding the appropriate cutting settings using MATLAB software resulted in a 35% increase in the surface quality of AISI 1055 steel compared to AISI 4140 steel. To achieve improved surface quality when milling materials treated at elevated tempering temperatures, it is recommended to use AISI 1055 steel instead of AISI 4140 steel.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-15
DOI
https://doi.org/10.5281/zenodo.15907154
Primary Topic
Advanced machining processes and optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

IMPACT OF CUTTING PARAMETERS ON SURFACE QUALITY DURING MILLING OF AISI 1055 AND AISI 4140 STEELS

Zenodo (CERN European Organization for Nuclear Research)
Advanced machining processes and optimization
article

IMPACT OF CUTTING PARAMETERS ON SURFACE QUALITY DURING MILLING OF AISI 1055 AND AISI 4140 STEELS

article en

Abstract

This study explores and contrasts the surface roughness caused by milling AISI 1055 steel and AISI 4140 steel. The materials underwent heat treatment, especially quenching and tempering at different temperatures. The evaluation was performed utilizing both multifactorial and unifactorial methodologies. The testing used a complete factorial design with eight variants, and the sample size was 23 (N = 8). The findings indicate that an increase in rotation frequency N correlates with a reduction in surface roughness Ra for both materials across different tempering temperatures. At a tempering temperature of 550 °C, the surface roughness Ra values are much higher for both materials than at lower temperatures (200 and 300 °C). Additionally, test No. 5 indicates that the ideal surface quality for the AISI 1055 material was achieved when tempered at 550 °C. Analysis of variance (ANOVA) was utilized to assess the effect of cutting parameters on surface quality. The feed rate (f) was determined to be the principal factor for the two materials examined, while the rotation frequency (N) served as the secondary effect. Two mathematical methods are presented to quantify Ra, the surface roughness of the two materials. Finding the appropriate cutting settings using MATLAB software resulted in a 35% increase in the surface quality of AISI 1055 steel compared to AISI 4140 steel. To achieve improved surface quality when milling materials treated at elevated tempering temperatures, it is recommended to use AISI 1055 steel instead of AISI 4140 steel.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 55%
Advanced machining processes and optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

IMPACT OF CUTTING PARAMETERS ON SURFACE QUALITY DURING MILLING OF AISI 1055 AND AISI 4140 STEELS · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS