11–16 Dec 2022
Australia/Adelaide timezone
Co-locating with the 7th International Workshop of Specialty Optical Fibres and Their Applications (WSOF), the Australian and New Zealand Conference on Optics and Photonics (ANZCOP), and the Conference on Optoelectronlc and Microelectronic Materials and Devices (COMMAD)

Machine Learning for Pressure Sensing Using Pure Silica Microstructured Optical Fiber Based Specklegram Sensor

15 Dec 2022, 14:45
15m
Hall A (Adelaide Convention Centre)

Hall A

Adelaide Convention Centre

Talk (preferred) WSOF: Fibre sensors 7th International Workshop on Speciality Optical Fibres

Speaker

Mr Mohammad Istiaque Reja (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia, Dept. of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology, Chattogram 4349, Bangladesh, and Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.)

Description

We demonstrate the application of machine learning to improve the performance of specklegram pressure sensor using pure silica six-hole microstructured optical fiber. The sensor will be useful for pressure sensing in harsh industrial applications.

Author

Mr Mohammad Istiaque Reja (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia, Dept. of Electrical and Electronic Engineering, Chittagong University of Engineering and Technology, Chattogram 4349, Bangladesh, and Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.)

Co-authors

Mr Darcy L. Smith (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia and Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.) Dr Linh V. Nguyen (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia and Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.) Prof. Heike Ebendorff-Heidepriem (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia) Dr Stephen C. Warren-smith (Institute for Photonics and Advanced Sensing, School of Physical Sciences, The University of Adelaide, Adelaide, SA 5005, Australia and Future Industries Institute, University of South Australia, Mawson Lakes, SA 5095, Australia.)

Presentation materials