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Utilisation of IoT and sensing for machine tools

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Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Strong requirements for automation in the production processes using machine tools have been increasing due to lack of high-skilled machining engineers. Automation used to be utilised in mass production, but it is also necessary in medium- to low-volume production recently. Next requirements will be monitoring or sensing functions to make the following possible: prompt service when the machine stops; detection of abnormality before the machine breaks down; and compensation of thermal displacement to ensure machining accuracy. These now need to be performed automatically in place of operators so that abnormality can be detected during machining operation. In this paper core technologies to support automation system will be discussed which are operation monitoring, predictive maintenance, sensing interface and thermal displacement compensation as a sensing application.
Słowa kluczowe
Rocznik
Strony
38--47
Opis fizyczny
Bibliogr. 15 poz., rys., tab.
Twórcy
  • DMGMORI Co., Ltd., Tokyo, Japan
  • DMGMORI Co., Ltd., Tokyo, Japan
  • DMGMORI Co., Ltd., Tokyo, Japan
  • DMGMORI Co., Ltd., Tokyo, Japan
Bibliografia
  • [1] JOVANE F., KOREN Y., BOER C.R., 2003, Present and Future of Flexible Automation: Towards NewParadigms, Annals of the CIRP, 52/2, 543–560.
  • [2] GAO R., WANG L., TETI R., DORNFELD D., KUMARA S., MORI M., & HELU M., 2015, Cloud-enabled prognosis for manufacturing, Annals of the CIRP, 64/2, 749–772.
  • [3] MORI M., FUJISHIMA M., KOMATSU M., ZHAO B., LIU Y., 2008, Development of Remote Monitoring and Maintenance System for Machine Tools, Annals of the CIRP, 57/1, 433–436.
  • [4] MT Connect Standard (n.d.). Retrieved October 3, 2017, from http://www.mtconnect.org/standard-documents/.
  • [5] LEE J., 2007, Machine performance monitoring and proactive maintenance in computer-integrated manufacturing: review and perspective, International Journal of Computer Integrated Manufacturing, 4/3.
  • [6] CUNHA P.F., CALDEIRA DUARTE J.A., ALTING L., 2004, Development of a productive service module based on a life cycle perspective of maintenance issues, Annals of the CIRP, 53/1, 13–16.
  • [7] MÖHRING H.C., LITWINSKI K.M., GÜMMER O., 2010, Process monitoring with sensory machine tool components, Annals of the CIRP, 59/1, 383–386.
  • [8] TETI R., JEMIELNIAK K., O'DONNELL G., DORNFELD D., 2010, Advanced monitoring of machining operations, Annals of the CIRP, 59/2, 717–739.
  • [9] FUJISHIMA M., OHNO K., NISHIKAWA S., NISHIMURA K., SAKAMOTO M., KAWAI K., 2016, Study of sensing technologies for machine tools, CIRP Journal of Manufacturing Science and Technology, 14, 71–75.
  • [10] FUJISHIMA M., MORI M., NISHIMURA K., OHNO K., 2017. Study on quality improvement of machine tools. Procedia CIRP, 59, 156–159.
  • [11] MORI M., MIZUGUCHI H., FUJISHIMA M., IDO Y., MINGKAI N., KONISHI K., 2009, Design optimization and development of CNC lathe headstock to minimise thermal deformation, Annals of the CIRP, 58/1, 331–334.
  • [12] MAYR J., JEDRZEJEWSKI J., UHLMANN E., DONMEZ M.A., KNAPP W., HÄRTIG F., BRECHER C., 2012, Thermal issues in machine tools, Annals of the CIRP, 61/2, 771–791.
  • [13] MAYR J., ESS M., PAVLIČEK F., WEIKERT S., SPESCHA D., KNAPP W., 2015, Simulation and measurement of environmental influences on machines in frequency domain, CIRP Annals-Manufacturing Technology, 64/1, 479–482.
  • [14] TAKEUCHI Y., OKUBO N., SATA T., 1976, On-line control of thermal deformation of machine tool Structure by measurement of temperature distribution, Journal of the Japan Society for Precision Engineering, 42/503, 1043–1048, (in Japanese).
  • [15] TAKEUCHI Y., SADA T., SATO M., SUZUKI H., 1980. Improvement of working accuracy of a numerically controlled machine tool by computer control compensation (2nd Report): Error Compensation for the Ambient Temperature Change. Journal of the Japan Society for Precision Engineering, 46/12, 1532–1536, (in Japanese).
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-fa09cc80-4897-4e89-b266-700770d8e8a8
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