Journal Article

·2016 OPEN ACCESS

Artificial Neural Network Simulation of Cyclone Pressure Drop: Selection of the Best Activation Function in Iraq

Selami Demi̇r YTU , Aykut Karadeniz YTU , Neslihan Manav Demır YTU

Polish Journal of Environmental Studies

Abstract

Cyclone separators have been widely used for more than 100 years for separating particulate matter (PM) from industrial gas streams. Currently, the most common use of cyclones concentrates on flue gas control while they are also employed for recovering materials in powdered production facilities Cyclones for both purposes offer the advantages of simple construction and installation. Since they do not include any moving parts, they require less maintenance. Besides, cyclones can adapt to extreme operating conditions such as high temperatures and pressures, high PM loads, and corrosive gases

Keywords

Pressure drop Artificial neural network Cyclone (programming language) Selection (genetic algorithm) Environmental science Meteorology Function (biology) Drop (telecommunication) Computer science Artificial intelligence Mechanics Geography Biology Physics Telecommunications

Subject Areas

Hydrological Forecasting Using AI ·Environmental Engineering ·Physical Sciences

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