Neural network (ANN) approach to biodiesel analysis

Analysis of biodiesel density, kinematic viscosity, methanol and water contents using near infrared (NIR) spectroscopy
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Author
Balabin, Roman M.
Lomakina, Ekaterina I.
Safieva, Ravilya Z.
Date
2011-05
Type
    Journal Article
Publication status
published
External links
Journal / series
Fuel
Volume
90(5)
Pages / Article No.
2007 - 2015
Publisher
Elsevier
Subject
Biofuel (biodiesel, bioethanol, ethanol-gasoline); Vegetable oil (petroleum / crude oil, biomass, algae); Near-infrared spectroscopy (NIRS); Partial least squares regression (PLS/OPLS); Multilayer perceptron (ANN-MLP)
Notes
Received 13 October 2010, Revised 25 November 2010, Accepted 25 November 2010, Available online 9 December 2010.
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