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Fabrication of a graphene-based sensor to detect the humidity and the temperature of a metal body with imprecise data analysis.

Usama AfzalMuhammad AslamFatima AfzalKanza MaryamNaveed AhmadQayyum ZafarZahid Farooq
Published in: RSC advances (2022)
Graphene is a 2D material with remarkable properties. The present study demonstrates the fabrication of a graphene-based sensor for measuring the temperature and humidity of a metal body. The graphene sensor was fabricated by depositing a thin film of graphene nanoparticles between silver electrodes (separated by ∼50 μm) on a glass substrate. The graphene thin film was characterized by XRD, Raman spectroscopy and UV-vis techniques. The capacitance and resistance for both the relative humidity (in the range of 0-100% RH) and temperature (in the range of 230-310 K) were measured using an LCR meter at 1 kHz in a controlled chamber. The graphene-based sensor expressed high sensitivity with fast response and recovery times for both humidity and temperature with long stability and low hysteresis curves. The sensor was also tested on a metal body, which expressed a good response time. Moreover, the measured data of capacitance and resistance was analyzed with classical and neutrosophic analysis as an application of modern material statistics. It was observed that neutrosophic analysis is more flexible for analyzing the capacitance and resistance of the fabricated sensor.
Keyphrases
  • carbon nanotubes
  • data analysis
  • walled carbon nanotubes
  • room temperature
  • raman spectroscopy
  • machine learning
  • high frequency
  • electronic health record
  • artificial intelligence
  • big data
  • ionic liquid
  • solid state