Predictive Maintenance Method Based on Painting Robot

XU Hai-yan[1];REN Guang-tong[1];LIU Liang[1];LIU Fu-qiang[1];NIU Guang-fei[1];HE Ya-guang[1];LI Wan-jun[1];ZHANG Yuan[1]

XU Hai-yan[1];REN Guang-tong[1];LIU Liang[1];LIU Fu-qiang[1];NIU Guang-fei[1];HE Ya-guang[1];LI Wan-jun[1];ZHANG Yuan[1]

Modern Paint & Finishing ›› 2023, Vol. 26 ›› Issue (12) : 38-40.

PDF(1887 KB)

Modern Paint & Finishing ›› 2023, Vol. 26 ›› Issue (12) : 38-40.

Predictive Maintenance Method Based on Painting Robot

XU Hai-yan[1];REN Guang-tong[1];LIU Liang[1];LIU Fu-qiang[1];NIU Guang-fei[1];HE Ya-guang[1];LI Wan-jun[1];ZHANG Yuan[1]

Author information +

History +

Abstract

Based on the digital transformation of automobile enterprises,the scheme for data definition,monitoring,prediction and display for 66 paint robots were formulated.Predictive maintenance was realized by maximum likelihood estimation principle and neural network.The equipment availability of paint robot was improved.

Key words

painting robot;predictive maintenance;neural network

Cite this article

EndNote

Ris (Procite)

Bibtex

Download Citations

XU Hai-yan[1];REN Guang-tong[1];LIU Liang[1];LIU Fu-qiang[1];NIU Guang-fei[1];HE Ya-guang[1];LI Wan-jun[1];ZHANG Yuan[1]. Predictive Maintenance Method Based on Painting Robot[J]. Modern Paint & Finishing. 2023, 26(12): 38-40