Title :
Post Annealing Performance Evaluation of Printable Interdigital Capacitive Sensors by Principal Component Analysis
Author :
Zia, Asif Iqbal ; Mukhopadhyay, Subhas Chandra ; Pak Lam Yu ; Al-Bahadly, Ibrahim H. ; Gooneratne, Chinthaka P. ; Kosel, Jurgen
Author_Institution :
COMSATS Inst. of Inf. Technol., Islamabad, Pakistan
Abstract :
The surface roughness of thin-film gold electrodes induces instability in impedance spectroscopy measurements of capacitive interdigital printable sensors. Post-fabrication thermodynamic annealing was carried out at temperatures ranging from 30 °C to 210 °C in a vacuum oven and the variation in surface morphology of thin-film gold electrodes was observed by scanning electron microscopy. Impedance spectra obtained at different temperatures were translated into equivalent circuit models by applying complex nonlinear least square curve-fitting algorithm. Principal component analysis was applied to deduce the classification of the parameters affected due to the annealing process and to evaluate the performance stability using mathematical model. Physics of the thermodynamic annealing was discussed based on the surface activation energies. The post anneal testing of the sensors validated the achieved stability in impedance measurement.
Keywords :
annealing; capacitive sensors; curve fitting; electric impedance measurement; equivalent circuits; gold; interdigital transducers; least mean squares methods; principal component analysis; scanning electron microscopy; surface morphology; surface roughness; thin film sensors; Au; capacitive interdigital printable sensors; complex nonlinear least square curve fitting algorithm; equivalent circuit model; impedance measurement; impedance spectroscopy measurements; mathematical model; post annealing performance evaluation; postfabrication thermodynamic annealing; principal component analysis; scanning electron microscopy; surface activation energy; surface morphology; surface roughness; temperature 30 degC to 210 degC; thin film gold electrodes; Annealing; Electrodes; Gold; Surface impedance; Surface morphology; Temperature sensors; Annealing; capacitive interdigital sensors; complex nonlinear least square curve fitting; electrochemical impedance spectroscopy; principal component analysis; printable interdigital sensors; sputtering; thin films;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2014.2355224