Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing
Sustainable manufacturing has grown widely owing to recent environmental issues. This study aims to develop a multi-objective multi-pass turning optimization model to determine the optimal cutting parameters, including spindle rotation speed, feed rate, depth of cut, and number of roughing passes. T...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2021-02-01
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| Series: | Heliyon |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844021001481 |
| _version_ | 1818429730004664320 |
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| author | Phengky Pangestu Eko Pujiyanto Cucuk Nur Rosyidi |
| author_facet | Phengky Pangestu Eko Pujiyanto Cucuk Nur Rosyidi |
| author_sort | Phengky Pangestu |
| collection | DOAJ |
| description | Sustainable manufacturing has grown widely owing to recent environmental issues. This study aims to develop a multi-objective multi-pass turning optimization model to determine the optimal cutting parameters, including spindle rotation speed, feed rate, depth of cut, and number of roughing passes. The optimization model considers several criteria in the key metrics of sustainable manufacturing, i.e., energy consumption, carbon emissions, production time, and production cost. A numerical example is provided to show the application of the model, including sensitivity analysis, to study the effects of several cutting parameters on the objective functions. The model can be used by manufacturing industries to improve their manufacturing process efficiency and simultaneously produce products that support sustainable manufacturing. |
| first_indexed | 2024-12-14T15:22:09Z |
| format | Article |
| id | doaj.art-5f321ec1d3d84921a095bc9dc426bd11 |
| institution | Directory Open Access Journal |
| issn | 2405-8440 |
| language | English |
| last_indexed | 2024-12-14T15:22:09Z |
| publishDate | 2021-02-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Heliyon |
| spelling | doaj.art-5f321ec1d3d84921a095bc9dc426bd112022-12-21T22:56:07ZengElsevierHeliyon2405-84402021-02-0172e06043Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturingPhengky Pangestu0Eko Pujiyanto1Cucuk Nur Rosyidi2Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta 57126, IndonesiaDepartment of Industrial Engineering, Universitas Sebelas Maret, Surakarta 57126, IndonesiaCorresponding author.; Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta 57126, IndonesiaSustainable manufacturing has grown widely owing to recent environmental issues. This study aims to develop a multi-objective multi-pass turning optimization model to determine the optimal cutting parameters, including spindle rotation speed, feed rate, depth of cut, and number of roughing passes. The optimization model considers several criteria in the key metrics of sustainable manufacturing, i.e., energy consumption, carbon emissions, production time, and production cost. A numerical example is provided to show the application of the model, including sensitivity analysis, to study the effects of several cutting parameters on the objective functions. The model can be used by manufacturing industries to improve their manufacturing process efficiency and simultaneously produce products that support sustainable manufacturing.http://www.sciencedirect.com/science/article/pii/S2405844021001481Cutting parameters optimizationMulti-objectiveMulti-pass turningSustainable manufacturing |
| spellingShingle | Phengky Pangestu Eko Pujiyanto Cucuk Nur Rosyidi Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing Heliyon Cutting parameters optimization Multi-objective Multi-pass turning Sustainable manufacturing |
| title | Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing |
| title_full | Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing |
| title_fullStr | Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing |
| title_full_unstemmed | Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing |
| title_short | Multi-objective cutting parameter optimization model of multi-pass turning in CNC machines for sustainable manufacturing |
| title_sort | multi objective cutting parameter optimization model of multi pass turning in cnc machines for sustainable manufacturing |
| topic | Cutting parameters optimization Multi-objective Multi-pass turning Sustainable manufacturing |
| url | http://www.sciencedirect.com/science/article/pii/S2405844021001481 |
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