Development of Fiber Bragg Grating sensing network and Artificial Intelligence based data analysis on Sound Analytic for predictive maintenance of Escalators

I&T Solution Development of Fiber Bragg Grating sensing network and Artificial Intelligence based data analysis on Sound Analytic for predictive maintenance of Escalators
(REF : S-0208)
Solution Feature
  • Fiber Bragg Grating (FBG) Interrogation System for Sound Analytic
  • Fiber network system for measuring strain, temperature, acceleration and displacement
  • 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 on escalator
Trial Application and Expected Outcome
  • The project will begin by developing a low-cost Fiber Optical sound analytic network system. The system is specifically designed with the number of sensor unit fulfils the condition for monitoring application of escalators.
  • 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 and entire system.
  • Fault Simulations on escalator could be launched depends on the project schedule, hence by consolidating the correlation study on the sound collected and the escalator components fault prognosis.
  • Web-based graphical user interface (GUI) showing the real time operation condition of the lifts and their associated components based on the statistics and findings from analysing the collected data will be developed at the final stage of the project.
Info on I&T Solution Provider
Solution Provider:Avaron Technologies Limited
Address:Room 2901, 29/F, Shui On Centre, 6-8 Harbour Road, Wan Chai
Contact Person:Cheng Kei Chun
Position:Chief Executive Officer
Tel: 98556727
Email: davis.cheng@avarontechs.com

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