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Multivariate Determination of Total Sugar Content and Ethanol in Bioethanol Production Using Carbon Electrodes Modified with MWCNT/MeOOH and Chemometric Data Treatment

메타 데이터

바이오화학분류
    • 바이오플라스틱
      1. 플라스틱
    • 바이오정밀화학
      1. 용매
      2. 화학제품
      3. 연료
    • 화장품용 기능성소재
      1. 계면활성제⁄증점제
    • 의료용 화학소재
      1. 식품첨가제
논문

Multivariate Determination of Total Sugar Content and Ethanol in Bioethanol Production Using Carbon Electrodes Modified with MWCNT/MeOOH and Chemometric Data Treatment

학술지

Electroanalysis

저자명

Cardoso de Sá , Acelino; Cipri, Andrea; Gonzá lez‐ Calabuig, Andreu; Stradiotto, Nelson Ramos; del Valle, Manel

초록

<P><B>Abstract</B></P><P>This work reports the characterization and application of a voltammetric electronic tongue using an array of glassy carbon electrodes modified with multi&#8208;walled carbon nanotubes containing metal (Pd, Au, Cu) and oxy&#8208;hydroxide nanoparticles (MetalsOOH of Ni, Co) towards the determination of total sugar content in products related with sugarcane&#8208;bioethanol production. The prediction model based on Artificial Neural Networks (ANN) has given satisfactory results for the carbohydrate sum and the obtained response had shown an adequate accuracy. Voltammetric data was first adapted for the computation using the Fast Fourier transform, and results from the electronic tongue approach were compared with use of different electrodes alone. Final performance was better using uniquely the Ni oxy&#8208;hydroxide modified electrode, especially in the quantification of ethanol, a side&#8208;effect of counter&#8208;balancing its interference.</P>

발행연도

2018

라이선스

cc0

ISSN

1040-0397

ISSN

1521-4109

30

8

페이지

pp.1688-1697

주제어

Total sugars; Artificial neural network; Multi-walled carbon nanotubes; Metal nanoparticles; Bioethanol

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1 2023-12-11

논문; 2018-04-06

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