Sensitivity identification of low-frequency cantilever fibre bragg grating accelerometer using cascade-forward backpropagation neural network
The frequency-dependent issues and instrumentation requirement for FBG sensors necessitate the identification of the sensitivity of the cantilever FBG accelerometer using machine learning. As result, this article presents a cascade-forward backpropagation (CFB) neural network with an orthogonally-ph...
| Main Authors: | Khalid, N. S., Rahim, M. R., Hassan, M. F. |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universiti Malaysia Pahang
2022
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/34159/ http://umpir.ump.edu.my/id/eprint/34159/1/Sensitivity%20identification%20of%20low%20frequency%20cantilever%20fibre.pdf |
Similar Items
Sensitivity identification of low-frequency cantilever fibre bragg grating accelerometer
by: M. F., Hassan, et al.
Published: (2021)
by: M. F., Hassan, et al.
Published: (2021)
A strain-wavelength modelling of low-frequency cantilever fibre Bragg grating accelerometer
by: Nor Syukriah, Khalid, et al.
Published: (2021)
by: Nor Syukriah, Khalid, et al.
Published: (2021)
Investigation of low frequency fibre Bragg grating accelerometer based on thermoplastic cantilever beam
by: Z. M., Hafizi, et al.
Published: (2021)
by: Z. M., Hafizi, et al.
Published: (2021)
Comprehensive review on sensitivity determination in fiber bragg grating accelerometer
by: Nazir, Abbas, et al.
Published: (2025)
by: Nazir, Abbas, et al.
Published: (2025)
Properties of fibre bragg grating in optical fibre systems
by: Ikhsan, Sabirin, et al.
Published: (2000)
by: Ikhsan, Sabirin, et al.
Published: (2000)
Temperature sensitivity of fibre bragg gratings fabricated in high Germania boron co-doped optical fibre
by: Harun, S.W., et al.
Published: (2002)
by: Harun, S.W., et al.
Published: (2002)
Self-seeded four-wave mixing cascades utilizing fiber Bragg grating
by: Saleh, Suhairie, et al.
Published: (2016)
by: Saleh, Suhairie, et al.
Published: (2016)
Development of temperature-insensitive fibre bragg grating pressure transducer
by: Z. M., Hafizi, et al.
Published: (2020)
by: Z. M., Hafizi, et al.
Published: (2020)
Fast response fibre bragg grating (FBG) pressure transducer
by: Z. M., Hafizi, et al.
Published: (2018)
by: Z. M., Hafizi, et al.
Published: (2018)
An investigation on temperature sensitivity of conductive carbon coated fiber Bragg grating
by: M. K., Mohd Yusof, et al.
Published: (2021)
by: M. K., Mohd Yusof, et al.
Published: (2021)
Dynamic characteristics and response of low frequency cantilever beam-based FBG accelerometer under base excitation
by: Khalid, Nor Syukriah, et al.
Published: (2019)
by: Khalid, Nor Syukriah, et al.
Published: (2019)
Photosensitivity, grating strength and thermal endurance of fibre bragg gratings / Dinusha Serandi Gunawardena
by: Dinusha Serandi, Gunawardena
Published: (2016)
by: Dinusha Serandi, Gunawardena
Published: (2016)
Development of a non-inertia mass fibre bragg grating accelerometer based on a single diaphragm mechanism and its vibration response analysis
by: Muhammmad Rais, Rahim
Published: (2023)
by: Muhammmad Rais, Rahim
Published: (2023)
Leak detection in a pipe using fibre bragg grating sensor
by: Miminorazeansuhaila, Loman, et al.
Published: (2019)
by: Miminorazeansuhaila, Loman, et al.
Published: (2019)
Fibre Bragg grating encapted with no-core fibre sensors for SRI and temperature monitoring
by: Daud, Suzairi, et al.
Published: (2018)
by: Daud, Suzairi, et al.
Published: (2018)
Development of fibre bragg grating (FBG) based pressure transducer with temperature compensation
by: Z. M., Hafizi, et al.
Published: (2018)
by: Z. M., Hafizi, et al.
Published: (2018)
Development of temperature-insensitive fibre Bragg grating based pressure transducer
by: Muhammad Aizzuddin, Abdullah
Published: (2019)
by: Muhammad Aizzuddin, Abdullah
Published: (2019)
Enhancement of multi-wavelength brillouin-erbium fibre laser utilizing fibre Bragg Grating filter
by: Abdul Rashid, Hairul Azhar, et al.
Published: (2008)
by: Abdul Rashid, Hairul Azhar, et al.
Published: (2008)
High-Resolution Fibre Bragg Grating (FBG) Pressure Transducer for Low-Pressure Detection
by: Z. M., Hafizi, et al.
Published: (2019)
by: Z. M., Hafizi, et al.
Published: (2019)
Development of Fibre Bragg grating (FBG) dynamic pressure transducer with diminutive voltage inconsistency
by: A. M., Aizzuddin, et al.
Published: (2017)
by: A. M., Aizzuddin, et al.
Published: (2017)
Fibre Bragg grating vibration sensing system / Shirley Diong Chea Fong
by: Diong, Shirley Chea Fong
Published: (2014)
by: Diong, Shirley Chea Fong
Published: (2014)
Accuracy improvement of rubber-based diaphragm fibre bragg grating pressure sensors
by: Epin, Vorathin
Published: (2021)
by: Epin, Vorathin
Published: (2021)
Development of fiber bragg grating-based ethanol sensors using nanostructured sensitive layers
by: Punithavathi, Thirunavakkarasu
Published: (2016)
by: Punithavathi, Thirunavakkarasu
Published: (2016)
A sensitive acoustic sensor using fiber bragg grating based on strain compensation
by: Awang, Noor Azura, et al.
Published: (2020)
by: Awang, Noor Azura, et al.
Published: (2020)
Modelling of dispersive PT-symmetric Bragg grating
by: Phang, Sendy, et al.
Published: (2014)
by: Phang, Sendy, et al.
Published: (2014)
Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
by: Ahmed, Abdulghani Ali
Published: (2019)
by: Ahmed, Abdulghani Ali
Published: (2019)
A modal-based approach for modelling the cantilever FBG accelerometer with the presence of tip mass and its sensitivity analysis
by: Nor Syukriah, Khlaid, et al.
Published: (2022)
by: Nor Syukriah, Khlaid, et al.
Published: (2022)
Real-time Monitoring System of Composite Aircraft Wings Utilizing Fibre Bragg Grating Sensor
by: Vorathin, E., et al.
Published: (2016)
by: Vorathin, E., et al.
Published: (2016)
Determination of train vehicle speed using Fibre Bragg Grating sensors for railway application
by: Nur Shufinah Suhaimi,, et al.
Published: (2024)
by: Nur Shufinah Suhaimi,, et al.
Published: (2024)
Determination of train vehicle speed using fibre bragg grating sensors for railway application
by: Nur Shufinah Suhaimi,, et al.
Published: (2024)
by: Nur Shufinah Suhaimi,, et al.
Published: (2024)
Turnkey fibre bragg grating interrogator for real-time static and dynamic monitoring applications
by: Mohd Hafizi, Zohari, et al.
Published: (2022)
by: Mohd Hafizi, Zohari, et al.
Published: (2022)
An analysis of MVL neural operators using feed forward backpropagation: Realization and application of logic synthesis
by: Chowdhury, A., et al.
Published: (2015)
by: Chowdhury, A., et al.
Published: (2015)
Broadband spectrum based on mechanically induced cascaded long-period fibre gratings
by: Veeriah, S., et al.
Published: (2005)
by: Veeriah, S., et al.
Published: (2005)
Polyimide-coated fibre bragg grating (FBG) sensors for thermal mapping of electric machine windings
by: Shang, Kun, et al.
Published: (2020)
by: Shang, Kun, et al.
Published: (2020)
Spectral interrogation technique for tilted fibre Bragg Grating devices in refractometry and immunoassay / Waldo Udos
by: Waldo , Udos
Published: (2021)
by: Waldo , Udos
Published: (2021)
Fatigue Detection on glass fibre reinforced polymer material using Fiber Bragg Grating sensor
by: Miminorazeansuhaila, Loman, et al.
Published: (2022)
by: Miminorazeansuhaila, Loman, et al.
Published: (2022)
Fibre optic Bragg grating sensors: a new technology for smart structure monitoring in Malaysia
by: Abdul Rahman, Rosly, et al.
Published: (2000)
by: Abdul Rahman, Rosly, et al.
Published: (2000)
Effects of Segmentation and Step Sampling on Apodized Fiber Bragg Grating
by: Ahmad, Mohammad M. N.
Published: (2002)
by: Ahmad, Mohammad M. N.
Published: (2002)
Bragg Grating Packages With Nonuniform Dimensions for Strain and Temperature Sensing
by: Mokhtar, M. R., et al.
Published: (2012)
by: Mokhtar, M. R., et al.
Published: (2012)
Fabrication of fiber bragg grating with an apodised phase mask
by: Sulaiman Wadi Harun,, et al.
Published: (2003)
by: Sulaiman Wadi Harun,, et al.
Published: (2003)
Similar Items
-
Sensitivity identification of low-frequency cantilever fibre bragg grating accelerometer
by: M. F., Hassan, et al.
Published: (2021) -
A strain-wavelength modelling of low-frequency cantilever fibre Bragg grating accelerometer
by: Nor Syukriah, Khalid, et al.
Published: (2021) -
Investigation of low frequency fibre Bragg grating accelerometer based on thermoplastic cantilever beam
by: Z. M., Hafizi, et al.
Published: (2021) -
Comprehensive review on sensitivity determination in fiber bragg grating accelerometer
by: Nazir, Abbas, et al.
Published: (2025) -
Properties of fibre bragg grating in optical fibre systems
by: Ikhsan, Sabirin, et al.
Published: (2000)