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Article

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Title

Estimation, Optimization and Analysis Based Investigation of the Energy Consumption in Machinability of Ceramic-Based Metal Matrix Composite Materials

Authors

[ 1 ] Instytut Technologii Mechanicznej, Wydział Inżynierii Mechanicznej, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.9] Mechanical engineering

Year of publication

2022

Published in

Journal of Materials Research and Technology

Journal year: 2022 | Journal volume: vol. 17

Article type

scientific article

Publication language

english

Keywords
EN
  • copper matrix composites
  • milling
  • energy consumption
  • optimization
  • analysis
  • estimation
Abstract

EN The current study aims to determine the influence of machining and production parameters during the milling of Cu/B-CrC composites. The relationship between energy consumption and cutting speed, feed rate and reinforcement ratio were investigated. For this purpose, 2d and 3d graphs for comparison of the effects of input parameters were demonstrated and analyzed. The predictability of the energy consumption during milling was measured by a fuzzy inference system (FIS). According to the graphical and optimization results, the optimum conditions to obtain the minimum energy consumption were 5% reinforcement ratio, 125 m/min cutting speed and 0.2 mm/rev feed rate. A reinforcement ratio of 52.71% was the most effective factor on energy demand followed by the feed rate (24.26%) and cutting speed (12.85%). According to the obtained results, there was a minor margin of error between the actual and predicted findings ranging from 1.6-2.4%. Considering the energy consumption is one of the key factors among machinability criteria, the study proposes a comprehensive approach for industrial and academic works.

Date of online publication

16.02.2022

Pages (from - to)

2987 - 2998

DOI

10.1016/j.jmrt.2022.02.055

URL

https://www.sciencedirect.com/science/article/pii/S2238785422002253

License type

CC BY-NC-ND (attribution - noncommercial - no derivatives)

Open Access Mode

open journal

Open Access Text Version

final published version

Date of Open Access to the publication

in press

Ministry points / journal

100

Impact Factor

6,4

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