Advertisement

Research on Model and Application of Elevator Safety Remaining Service Life

  • Qi Li
  • Zhenfeng ShiEmail author
  • Shang Sun
Conference paper
Part of the Lecture Notes in Electrical Engineering book series (LNEE, volume 517)

Abstract

In view of the lack of maintenance of elevators in China, this paper builds a statistical model of elevators’ remaining service life based on elevator operation and maintenance management data, plots the remaining service life curve of elevators, and implements the prediction of preventive maintenance intervals from time to time and scrap time (i.e., the safety remaining service life) for elevators, and verifies the reliability of the model through empirical analysis.

Keywords

Maintenance interval Safety remaining service life BPNN FCM Slope threshold Techno-economic indicator 

References

  1. 1.
    Yujun, W.: Application of bathtub curve theory in civil aviation equipment management. Commun. World 17, 280–281 (2017)Google Scholar
  2. 2.
    Liu, Q., Dong, M., Chen, F.F.: Single-machine-based joint optimization of predictive maintenance planning and production scheduling. Robot. Comput.-Integr. Manuf. 51, 238–247 (2018)CrossRefGoogle Scholar
  3. 3.
    Malik, M.A.K.: Reliable preventive maintenance scheduling. AIIE Trans. 11(3), 221–228 (1979)CrossRefGoogle Scholar
  4. 4.
    Jiangjiang, Z., Zichun, Y.: 3D Thermal fluid-structure coupling stress-strain analysis and life prediction of ship gas turbine blades. Chin. Ship Chuan Res. 5(5), 64–68 (2010)Google Scholar
  5. 5.
    Zhu, Q.S., Gao, F., Ma, H.C., et al.: Failure behavior of flip chip solder joint under coupling condition of thermal cycling and electrical current. J. Mater. Sci. Mater. Electron. 1, 1–9 (2017)Google Scholar
  6. 6.
    Mulubrhan, F., Mokhtar, A.A., Muhammad, M.: Fuzzy Activity Based Life Cycle Costing For Repairable Equipment 00007 (2016)Google Scholar
  7. 7.
    Chen, S.-T., Pao-Shan, Y.: Real time probabilistic forecasting of flood stages. J. Hydrol. 30(1), 63–77 (2007)CrossRefGoogle Scholar

Copyright information

© Springer Nature Singapore Pte Ltd. 2020

Authors and Affiliations

  1. 1.School of ScienceHarbin Institute of TechnologyNan Gang District, HarbinChina

Personalised recommendations