3D printed polymer composite optical fiber for sensing applications

F Alam, M Elsherif, AE Salih, H Butt - Additive Manufacturing, 2022 - Elsevier
Abstract 3D printing is a disruptive method that enables fabrication of complex and
multifunctional optical devices that can be utilized for sensing applications. Here, we have …

UV polymerization fabrication method for polymer composite based optical fiber sensors

I Ahmed, M Ali, M Elsherif, H Butt - Scientific Reports, 2023 - nature.com
Optical fiber (OF) sensors are critical optical devices with excellent sensing capabilities and
the capacity to operate in remote and hostile environments. However, integrating functional …

Weight-location recognition in a plastic optical fiber using a convolutional neural network

N Vangety, K Dey, S Roy - Optical Fiber Technology, 2023 - Elsevier
Convolutional neural networks (CNNs) have proven to be highly efficient in performing
arduous tasks such as image reconstruction, image classification, etc. on multimode fiber …

Weight Measurement and Vibration Detection Sensor Based on a Thermoplastic Polyurethane Optical Fiber

DG Maldonado-Hurtado, M Llera… - Journal of Lightwave …, 2023 - ieeexplore.ieee.org
An elastomeric optical fiber core was fabricated by drawing a 1160-D thermoplastic
polyurethane preform. The cut-back technique was used to measure fiber attenuation for a …

Analyzing specklegrams of plastic optical fiber using convolutional neural network for weight recognition

N Vangety, K Dey, SK Ghosh, S Roy - Optical Engineering, 2022 - spiedigitallibrary.org
A weight recognition scheme is proposed based on the analysis of plastic optical fiber (POF)
specklegrams. A simple experiment is performed for data acquisition comprising …

Transfer learning convolutional neural network for weight classification in a plastic optical fiber

N Vangety, K Dey, S Roy - Journal of Optical Communications, 2023 - degruyter.com
In this work, a machine learning approach known as Convolutional Neural Network (CNN)
has been proposed for classifying several weights applied on a plastic optical fiber (POF) …

[PDF][PDF] Інтерферометр на полімерному оптичному волокні як перетворювач для вимірювання механічних величин

ВІ Варищук - 2021 - lpnu.ua
4 Третій розділ присвячено експериментальному дослідженню запропонованих
методик для вимірювання та інтерпретації інформативного сигналу інтерферометра на …