Development of low cost fiber Bragg grating interrogation system and Artificial Intelligence based data analysis for predictive maintenance of lifts

I&T Solution Development of low cost fiber Bragg grating interrogation system and Artificial Intelligence based data analysis for predictive maintenance of lifts
(REF : S-0167)
Matched I&T Wish AI-based data analysis on fiber Bragg grating sensors in lifts
(REF: W-0201)
Trial Project P-0095
Solution Feature
  • Fiber Bragg grating (FBG) Interrogation System
  • FBG sensors for temperature, strain, acceleration and displacement measurement
  • Customized software development for sensing system in different applications
  • Applying artificial intelligent and machine learning algorithms for measurement data analysis
  • Devise predictive maintenance strategy for mechanical components and equipment
Trial Application and Expected Outcome
  • The project will begin by developing a low-cost FBG interrogation system aims at replacing the existing one used by previous project.
  • As for the replacement of new interrogation system to the trial lifts, the sensor network currently installed will be refined, and some of the sensors with duplicate wavelength are need to be replaced or removed
  • Artificial intelligence and machine learning algorithms will be applied to study the data collected from different components of the lifts so as to devise a predictive maintenance scheme for these components
  • Web-based graphical user interface (GUI) showing the real time operation condition of the lifts and theirs associated components based on the statistical findings from the collected data will be developed at the final stage of the project.
  • The specification of the new interrogation system is specifically designed with the number of sensor unit which can fulfill for condition monitoring application of one unit of lift or escalator.
Info on I&T Solution Provider
Solution Provider:Avaron Technologies Limited
Address:Room 2901, 29/F, 6-8 Habour Road, Shui On Centre, Wan Chai, Hong Kong
Contact Person:Cheng Kei Chun
Position:Chief Executive Officer
Tel: 98556727
Email: davis.cheng@avarontechs.com

If you have interest in trial application of the I&T solutions, please click HERE.