A mechanistic model of energy consumption in milling

Reza Imani Asrai, Stephen T. Newman, Aydin Nassehi

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35 Citations (SciVal)
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In this paper, a novel mechanistic model is proposed and validated for the consumption of energy in milling processes. The milling machine is considered as a thermodynamic system. Mechanisms of the significant energy conversion processes within the system are used to construct an explicit expression for the power consumption of the machine as a function of the cutting parameters. This model has been validated experimentally and is shown to be significantly more accurate than popular existing models. A simplified form of the model is also proposed that provides a balance between complexity and accuracy. The novelty of the model is that it maps the flow of energy within a machine tool, based solely on the active mechanisms of energy conversion. As a result, only limited assumptions are made in the model, resulting in an error of less than one per cent, verified by experiments. This accurate model can be used to substantially reduce energy consumption in milling processes at machine and factory levels leading to massive cost savings and reduction of environmental impact of numerous industries. The generality of the modelling method makes it applicable to other types of machine tools with minimal adjustments.

Original languageEnglish
Pages (from-to)642-659
Number of pages18
JournalInternational Journal of Production Research
Issue number1-2
Early online date20 Nov 2017
Publication statusPublished - 2018


  • energy efficient manufacturing
  • energy modelling
  • green manufacturing
  • machine tools
  • process modelling

ASJC Scopus subject areas

  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering


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