Views: 0 Author: Site Editor Publish Time: 2025-12-19 Origin: Site
The vibration demonstration equipment produced by VALENIAN has been successfully delivered to the R&D department of Saturn Information Technology in Nanjing, assisting them in conducting research on intelligent painting and equipment health management. The experimental platform will be used to simulate typical mechanical faults such as gear tooth breakage and bearing pitting,
Provide high-precision experimental data for algorithm optimization of Ten Star Technology in the field of industrial AI predictive maintenance Core functions and research value
Multi fault simulation: supports accurate reproduction of more than 20 mechanical faults such as gear wear and shaft misalignment, covering 90% of common industrial failure modes. Intelligent diagnosis platform: integrates vibration, temperature, and torque multimodal sensors, combined with ResNet-34 deep learning model, with a fault classification accuracy of over 93%. Digital twin interface: supports MATLAB/ANSYS simulation, realizing crack propagation prediction and remaining life evaluation. The CTO of Nanjing Shixing Technology said: "This experimental platform will greatly improve our research and development efficiency in equipment fault warning algorithms and accelerate the transformation of technical achievements.
