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Optimisation of cutting parameters for minimising carbon emissions and cost in the turning process

  • Zhipeng Jiang
  • , Dong Gao
  • , Yong Lu*
  • , Zhendong Shang
  • , Linghao Kong
  • *Corresponding author for this work
  • School of Mechatronics Engineering, Harbin Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

This study investigates how to minimise environmental cost and maximise economic benefits in the turning process with regard to high carbon emission characteristics in mechanical processing enterprises. Based on the processing task-based evaluation method, carbon emissions and cost are taken as the optimisation objectives. Based on the multi-objective optimisation algorithm concept, NSGA-II was selected to obtain the Pareto frontier. In addition to carbon emissions and cost, the effects of processing time are simultaneously considered, and the Pareto frontier is sorted using the TOPSIS method to determine the optimal combination of the cutting parameters. Contour and single factor analyses were carried out to analyse the influence of cutting parameters on the optimisation objectives. The concept of the processing interval with high economy and low environmental cost was proposed and the calculation method of the interval was presented, which is helpful for mechanical processing enterprises to select reasonable cutting parameters on the premise of meeting the environmental costs and economic benefits.

Original languageEnglish
Pages (from-to)1973-1985
Number of pages13
JournalProceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science
Volume236
Issue number4
DOIs
StatePublished - Feb 2022
Externally publishedYes

Keywords

  • Carbon emissions
  • NSGA-II
  • cost
  • multi-objective optimisation
  • parameters optimisation

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