A configurable on-line monitoring system towards energy consumption of machine tools

Pengcheng Wu, Yan He, Ming K. Lim, Yan Wang, Yulin Wang, Linming Hu

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationAdvances in Green Energy Systems and Smart Grid
Subtitle of host publicationFirst International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings
EditorsK. Li, J. Zhang, M. Chen, Z. Yang , Q. Niu
Place of PublicationSingapore
Pages139-150
Number of pages12
ISBN (Electronic)9789811323812
DOIs
Publication statusPublished - 5 Sep 2018
Event1st International Conference on Intelligent Manufacturing and Internet of Things, IMIOT 2018 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2018 - Chogqing, China
Duration: 21 Sep 201823 Sep 2018

Publication series

NameCommunications in Computer and Information Science
Volume925
ISSN (Print)1865-0929

Conference

Conference1st International Conference on Intelligent Manufacturing and Internet of Things, IMIOT 2018 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2018
CountryChina
CityChogqing
Period21/09/1823/09/18

Fingerprint

Machine Tool
Monitoring System
Machine tools
Energy Consumption
Energy utilization
Monitoring
Energy
Requirements
Monitor
Machining centers
Energy Management
Energy management
Machining
Environmental impact

Keywords

  • Configurable on-line monitoring system
  • Energy consumers
  • Machine tools

Cite this

Wu, P., He, Y., Lim, M. K., Wang, Y., Wang, Y., & Hu, L. (2018). A configurable on-line monitoring system towards energy consumption of machine tools. In K. Li, J. Zhang, M. Chen, Z. Yang , & Q. Niu (Eds.), Advances in Green Energy Systems and Smart Grid: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings (pp. 139-150). (Communications in Computer and Information Science; Vol. 925). Singapore. https://doi.org/10.1007/978-981-13-2381-2_13
Wu, Pengcheng ; He, Yan ; Lim, Ming K. ; Wang, Yan ; Wang, Yulin ; Hu, Linming. / A configurable on-line monitoring system towards energy consumption of machine tools. Advances in Green Energy Systems and Smart Grid: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. editor / K. Li ; J. Zhang ; M. Chen ; Z. Yang ; Q. Niu. Singapore, 2018. pp. 139-150 (Communications in Computer and Information Science).
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abstract = "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.",
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Wu, P, He, Y, Lim, MK, Wang, Y, Wang, Y & Hu, L 2018, A configurable on-line monitoring system towards energy consumption of machine tools. in K Li, J Zhang, M Chen, Z Yang & Q Niu (eds), Advances in Green Energy Systems and Smart Grid: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Communications in Computer and Information Science, vol. 925, Singapore, pp. 139-150, 1st International Conference on Intelligent Manufacturing and Internet of Things, IMIOT 2018 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2018, Chogqing, China, 21/09/18. https://doi.org/10.1007/978-981-13-2381-2_13

A configurable on-line monitoring system towards energy consumption of machine tools. / Wu, Pengcheng; He, Yan; Lim, Ming K.; Wang, Yan; Wang, Yulin; Hu, Linming.

Advances in Green Energy Systems and Smart Grid: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. ed. / K. Li; J. Zhang; M. Chen; Z. Yang ; Q. Niu. Singapore, 2018. p. 139-150 (Communications in Computer and Information Science; Vol. 925).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

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AB - 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.

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Wu P, He Y, Lim MK, Wang Y, Wang Y, Hu L. A configurable on-line monitoring system towards energy consumption of machine tools. In Li K, Zhang J, Chen M, Yang Z, Niu Q, editors, Advances in Green Energy Systems and Smart Grid: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Singapore. 2018. p. 139-150. (Communications in Computer and Information Science). https://doi.org/10.1007/978-981-13-2381-2_13