Nanostructurally fabrication of nickel oxide-interfaced carbon nanotubes for supercapacitors and exploration of electrochemical correlation via computer vision techniques and artificial intelligence
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초록

Carbon-based nanoparticles continue to draw greater attention due to their unique physicochemical properties that make them suitable for use in sensors, supercapacitors, and batteries. Nickel oxide/carbon nanotube composites (NiO/NMWCNT) were prepared via hydrothermal reaction for supercapacitor materials. Nickel oxide formed a monoclinic phase, according to an XRD analysis. The elemental makeup and morphological characteristics of these manufactured electrode materials were then investigated using HR-TEM analysis. The constructed composite electrode was then examined using CV analysis for use in supercapacitors with 1 M KOH electrolyte. The outcomes demonstrate enhanced electrochemical capacitance (633 F/g at 10 A/g) and electrode stability, with 86 % maintenance up to 5000 cycles. Furthermore, the HR-TEM image specimen of the composite was analyzed using pixel-based computer vision and AI algorithms to quantify the porosity of the composite and investigate the possible enhancement in electrochemical correlation. © 2024

키워드

Artificial intelligence (AI)Hydrothermal reactionNickel oxide and N-MWCNT compositePorositySupercapacitorPOROUS NICKELNIONANOCOMPOSITEPERFORMANCEELECTRODESFILMS
제목
Nanostructurally fabrication of nickel oxide-interfaced carbon nanotubes for supercapacitors and exploration of electrochemical correlation via computer vision techniques and artificial intelligence
저자
Ramesh, SivalingamBathula, ChinnaAhmed, Abu Talha AqueelHaldorai, YuvarajVijayKakaniKarthikeyan, C.Selvaraj, ManickamShin, KyeonghoLee, Young -JunKim, Hyun-SeokKim, Joo-HyungKim, Heung Soo
DOI
10.1016/j.est.2024.110429
발행일
2024-03
유형
Article
저널명
Journal of Energy Storage
82
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1 ~ 12