A Configurable On-Line Monitoring System Towards Energy Consumption of Machine Tools

  • Pengcheng Wu
  • Yan HeEmail author
  • Ming K. Lim
  • Yan Wang
  • Yulin Wang
  • Linming Hu
Conference paper
Part of the Communications in Computer and Information Science book series (CCIS, volume 925)


The environmental impacts of manufacturing systems can be improved by reducing the energy consumption of machine tools. To meet the requirements for reducing energy consumption of machine tools, it is critical to monitor and analyze energy usage of machine tools. However, machine tools are composed of multiple energy consumers and the requirements towards monitoring energy of machine tools are different. This paper proposes a configurable on-line monitoring system to obtain energy data for the specific energy consumption components of machine tools, which can be used to analyze energy characteristics considering different energy monitoring requirements and different machine tools. The case study of the system implemented in lathe and machining center shows that the system can be used to monitor energy consumption of different types of machine tools and satisfy different monitoring requirements of energy consumption. The results can provide a better understanding of energy and support refined energy management in the manufacturing system.


Machine tools Energy consumers Configurable on-line monitoring system 



The authors would like to thank the support from the National Natural Science Foundation of China (Grant No. 51575072), Chongqing Research Program of Basic Research and Frontier Technology (No. cstc2015jcyjBX0088).


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Copyright information

© Springer Nature Singapore Pte Ltd. 2018

Authors and Affiliations

  • Pengcheng Wu
    • 1
  • Yan He
    • 1
    Email author
  • Ming K. Lim
    • 1
  • Yan Wang
    • 2
  • Yulin Wang
    • 3
  • Linming Hu
    • 1
  1. 1.The State Key Laboratory of Mechanical TransmissionChongqing UniversityChongqingChina
  2. 2.Department of Computing, Engineering and MathematicsUniversity of BrightonBrightonUK
  3. 3.School of Mechanical EngineeringNanjing University of Science and TechnologyNanjingChina

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