RISS 검색 - 국내학술지논문 상세보기

부가정보

다국어 초록 (Multilingual Abstract)

Ionic liquids (ILs) are chemical compounds which are being more and more employed due to theiradvantageous properties which are useful in many chemical and industrial fields. The study of thephysicochemical properties of ILs and their mixtures is essential in order to improve their efficacy. Oneway to study these properties is by designing powerful mathematical estimative models. To do so, anartificial neural network multilayer perceptron (MLP) model has been proposed and developed toestimate the viscosity of four IL binary mixtures (1-hexyl-3-methylimidazolium tetrafluoroborate([C6MIM,BF4]) + 1-ethyl-3-methylimidazolium tetrafluoroborate ([C2MIM,BF4]), [C6MIM,BF4] + 1-butyl-3-methylimidazolium tetrafluoroborate ([C4MIM,BF4]), [C4MIM,BF4] + 1-butyl-3-methylimidazoliummethylsulfate ([C4MIM,MeSO4]), and [C4MIM,BF4] + 1-butyl-3-methylimidazolium hexafluorophosphate([C4MIM,PF6])) inside the temperature range 298.15–308.15 K. The statistical results offered by thedesigned MLP model confirmed that it can be used to accurately estimate the viscosity of the tested ILmixtures (mean prediction errors around 1.5% for a k-fold cross-validation and about 2.3% for three blindtests). Additionally, it is possible to assess the purity level of the studied ILs or binary mixtures throughthe estimated viscosity values.

참고문헌 (Reference)

1 K. P. Boroujeni, 37 : 50-, 2013

2 A. R. Soleymani, 170 : 29-, 2011

3 J. G. Huddleston, 16 : 1765-, 1998

4 A. E. Visser, 1 : 135-, 2001

5 S. Ferrari, 235 : 142-, 2013

6 N. Madria, 234 : 277-, 2013

7 F. Van Rantwijk, 107 : 2757-, 2007

8 D. Li, 20 : 1144-, 2013

9 J. S. Torrecilla, 164 : 182-, 2009

10 P. Navia, 37 : 677-, 2008

1 K. P. Boroujeni, 37 : 50-, 2013

2 A. R. Soleymani, 170 : 29-, 2011

3 J. G. Huddleston, 16 : 1765-, 1998

4 A. E. Visser, 1 : 135-, 2001

5 S. Ferrari, 235 : 142-, 2013

6 N. Madria, 234 : 277-, 2013

7 F. Van Rantwijk, 107 : 2757-, 2007

8 D. Li, 20 : 1144-, 2013

9 J. S. Torrecilla, 164 : 182-, 2009

10 P. Navia, 37 : 677-, 2008

11 J. Palomar, 48 : 2257-, 2009

12 J. Palomar, 47 : 4523-, 2008

13 P. Navia, 52 : 1369-, 2007

14 J. N. Canongia Lopes, 109 : 3519-, 2005

15 J. S. Torrecilla, 113 : 93-, 2013

16 J. S. Torrecilla, 116 : 122-, 2013

17 M. Nieuwenhuyzen, 48 : 889-, 2009

18 J. S. Torrecilla, 53 : 923-, 2008

19 J. C. Cancilla, 1 : 1-, 2014

20 J. S. Torrecilla, 10 : 5114-, 2008

21 H. Demuth, "Neural Network Toolbox for Use with MATLAB1 User's Guide" 2007

22 K. Knoerzer, "Innovative Food Processing Technologies: Advances in Multiphysics Simulation" Wiley-Blackwell 2011

23 F. Endres, "Electrodeposition from Ionic Liquids" Wiley-VCH 2008

동일학술지(권/호) 다른 논문

Electronic energy transfer from sol–gel matrix and CdSe/ZnS quantum dots to protoporphyrin IX (PpIX) and its application for PpIX detection
- 한국공업화학회
- Hong Dinh Duong
- 2015
- KCI등재,SCOPUS,SCIE
Green synthesis and characterization of palladium nanoparticles and their catalytic performance for the efficient synthesis of biologically interesting di(indolyl)indolin-2-ones
- 한국공업화학회
- Naushad Edayadulla
- 2015
- KCI등재,SCOPUS,SCIE
Partial least squares modeling and analysis of furfural production from biomass-derived xylose over solid acid catalysts
- 한국공업화학회
- 유수진
- 2015
- KCI등재,SCOPUS,SCIE
Highly selective micro-porous ZIF-8 membranes prepared by rapid electrospray deposition
- 한국공업화학회
- Vı´ctor Manuel Aceituno Melgar
- 2015
- KCI등재,SCOPUS,SCIE

동일학술지 더보기

분석정보

View

상세정보조회

Usage

원문다운로드

대출신청

복사신청

EDDS신청

동일 주제 내 활용도 TOP

주제

연도별 연구동향

연도별 활용동향

연관논문

연구자 네트워크맵

공동연구자 (7)

유사연구자 (20) 활용도상위20명

인용정보 인용지수 설명보기

학술지 이력

학술지 이력
연월일	이력구분	이력상세
2023	평가예정	해외DB학술지평가 신청대상 (해외등재 학술지 평가)
2020-01-01	평가	등재학술지 유지 (해외등재 학술지 평가)
2011-01-01	평가	등재학술지 유지 (등재유지)
2009-01-01	평가	등재학술지 유지 (등재유지)
2007-01-01	평가	등재학술지 유지 (등재유지)
2004-01-01	평가	등재학술지 선정 (등재후보2차)
2003-01-01	평가	등재후보 1차 PASS (등재후보1차)
2001-07-01	평가	등재후보학술지 선정 (신규평가)