C&RT model application in classification of biomass for energy production and environmental protection

• Autorzy: Marcin Sajdak , Olaf Piotrowski
• Języki publikacji: EN

Abstrakty

EN

Biomass is most often used to produce energy via its combustion and co-combustion along with conventional energy carriers. The prevalence of this method results from the lack of sufficient facilities that can provide a quick and simple chemical classification method, which would show a broader range of possible applications of biofuel in the energy industry. The aim of this study was the development of novel method of classification allowing for quick determine of the direction of the biomass usage by applying classification and regression models of trees (C&RTs). The proper functioning of a C&RT model is based on a very large database of results collected by the Institute for Chemical Processing of Coal during years of work in this field. The created model may be used as decision tool for grouping various biomass sources with respect to their further application in energy generation. [...]

Słowa kluczowe

EN

Biomass; Data Mining; Chemometric analysis; Energy; C&RT

• Czasopismo: Open Chemistry
• Rocznik: 2013
• Tom: 11
• Numer: 2
• Strony: 259-270

Daty

wydano

2013-02-01

online

2012-11-29

Twórcy

autor

Marcin Sajdak

• Institute for Chemical Processing of Coal, 41-803, Zabrze, Poland,

autor

Olaf Piotrowski

• Institute for Chemical Processing of Coal, 41-803, Zabrze, Poland,

Bibliografia

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Identyfikatory

DOI

10.2478/s11532-012-0147-6