Symulacja biodegradacji lotnych substancji organicznych. Porównanie predykcji sieci neuronowych i modelu deterministycznego

Klaudia Chmiel; Krzysztof Piotrowski; Michal Palica; Andrzej B. Jarzȩbski

Symulacja biodegradacji lotnych substancji organicznych. Porównanie predykcji sieci neuronowych i modelu deterministycznego

Translated title of the contribution: Simulation of VOCs biodegradation. Comparison of neural network and conventional modelling approaches

Klaudia Chmiel
, Krzysztof Piotrowski
, Michal Palica
, Andrzej B. Jarzȩbski

Department of Chemical Engineering and Process Design (RCH/RCH3)

Silesian University of Technology
44-100 Baltycka 5

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

Two modelling approaches for description of biofilters operation under transient conditions were compared. The first approach made use of the neural network method using DynaMind software. The second made use of the conventional equations of mass balance in the gas and solid phases of a linear driving force concept and a modified Monod equation.

Translated title of the contribution	Simulation of VOCs biodegradation. Comparison of neural network and conventional modelling approaches
Original language	Polish
Pages (from-to)	783-788
Number of pages	6
Journal	Chemical and Process Engineering - Inzynieria Chemiczna i Procesowa
Volume	25
Issue number	3 I
Publication status	Published - 2004

ASJC Scopus subject areas

General Chemistry
General Chemical Engineering

Cite this

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title = "Symulacja biodegradacji lotnych substancji organicznych. Por{\'o}wnanie predykcji sieci neuronowych i modelu deterministycznego",

abstract = "Two modelling approaches for description of biofilters operation under transient conditions were compared. The first approach made use of the neural network method using DynaMind software. The second made use of the conventional equations of mass balance in the gas and solid phases of a linear driving force concept and a modified Monod equation.",

author = "Klaudia Chmiel and Krzysztof Piotrowski and Michal Palica and Jarzȩbski, \{Andrzej B.\}",

year = "2004",

language = "polski",

volume = "25",

pages = "783--788",

journal = "Chemical and Process Engineering - Inzynieria Chemiczna i Procesowa",

issn = "0208-6425",

publisher = "Polska Akademia Nauk",

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T1 - Symulacja biodegradacji lotnych substancji organicznych. Porównanie predykcji sieci neuronowych i modelu deterministycznego

AU - Chmiel, Klaudia

AU - Piotrowski, Krzysztof

AU - Palica, Michal

AU - Jarzȩbski, Andrzej B.

PY - 2004

Y1 - 2004

N2 - Two modelling approaches for description of biofilters operation under transient conditions were compared. The first approach made use of the neural network method using DynaMind software. The second made use of the conventional equations of mass balance in the gas and solid phases of a linear driving force concept and a modified Monod equation.

AB - Two modelling approaches for description of biofilters operation under transient conditions were compared. The first approach made use of the neural network method using DynaMind software. The second made use of the conventional equations of mass balance in the gas and solid phases of a linear driving force concept and a modified Monod equation.

UR - https://www.scopus.com/pages/publications/5444247888

M3 - Artykuł

AN - SCOPUS:5444247888

SN - 0208-6425

VL - 25

SP - 783

EP - 788

JO - Chemical and Process Engineering - Inzynieria Chemiczna i Procesowa

JF - Chemical and Process Engineering - Inzynieria Chemiczna i Procesowa

IS - 3 I

ER -

Symulacja biodegradacji lotnych substancji organicznych. Porównanie predykcji sieci neuronowych i modelu deterministycznego

Abstract

ASJC Scopus subject areas

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