Estimation of the minimum spouting velocity and pressure drop in open-sided draft tube spouted beds using genetic programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8081

@Article{MORADKHANI:2021:PT,

• author = "M. A. Moradkhani and S. H. Hosseini and M. Olazar and H. Altzibar and M. Valizadeh",
• title = "Estimation of the minimum spouting velocity and pressure drop in open-sided draft tube spouted beds using genetic programming",
• journal = "Powder Technology",
• volume = "387",
• pages = "363--372",
• year = "2021",
• ISSN = "0032-5910",
• DOI = "doi:10.1016/j.powtec.2021.04.049",
• URL = "https://www.sciencedirect.com/science/article/pii/S0032591021003302",
• keywords = "genetic algorithms, genetic programming, Conical spouted bed, Open-sided draft tube, Minimum spouting velocity, Pressure drop",
• abstract = "Explicit dimensionless models are proposed for estimating the minimum spouting velocity, operating pressure drop and peak pressure drop in open-sided draft tubes spouted bed using the genetic programming (GP). The models are developed based on 664 experimental data for minimum spouting velocity, 660 for peak pressure drop and 652 for operating pressure drop. The parameters of significant influence are considered as GP input variables, and reliable semi-empirical correlations have been obtained. The models predict the hydrodynamic parameters analyzed with average absolute relative errors of 12.90percent, 15.99percent and 10.92percent for the minimum spouting velocity, peak pressure drop and operating pressure drop, respectively. A comparison of literature correlations with the present ones shows that the latter lead to considerably lower errors from the experimental data. The prediction capability of the new models was evaluated in a range of operating and geometric conditions and a close agreement with the experimental data was observed",

}

Genetic Programming entries for Mohammad Amin Moradkhani Seyyed Hossein Hosseini Martin Olazar Aurrekoetxea H Altzibar Mohammadreza Valizadeh

Citations