A RQPSO Algorithm for Multiphase Equilibrium Calculation in the KIVCET Process

被引:4
|
作者
Li, Jiadong [1 ,2 ]
Song, Yanpo [1 ,2 ]
Zhou, Ping [1 ,2 ]
Ma, Ji [1 ,2 ]
Chen, Zhuo [1 ,2 ]
Chai, Liyuan [3 ,4 ]
机构
[1] Cent South Univ, Sch Energy Sci & Engn, Changsha 410083, Hunan, Peoples R China
[2] Hunan Key Lab Energy Conservat Proc Ind, Changsha 410083, Hunan, Peoples R China
[3] Cent South Univ, Sch Met & Environm, Inst Environm Sci & Engn, Changsha 410083, Hunan, Peoples R China
[4] Chinese Natl Engn Res Ctr Control & Treatment Hea, Changsha 410083, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
PARTICLE SWARM OPTIMIZATION; PHASE-EQUILIBRIUM; MODEL;
D O I
10.1007/s11837-018-3174-8
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The prediction of phase configurations and the optimization of operating parameters in the metallurgical process are normally achieved by the multiphase equilibrium calculation (MEC), which is formulated as a constrained optimization problem based on the principle of Gibbs free energy minimization. A revised quantum-behaved particle swarm optimization (RQPSO) algorithm has been proposed to solve the optimization problem using three-part improved strategies. Based on the KIVCET smelting characteristics, a MEC model for the KIVCET process is established and solved using the RQPSO algorithm. The calculated and industrial data of the lead grade are 96.20% and 96.33%, respectively, those of the matte grade are 19.39% and 19.68%, and the mass fractions of Pb in the predicted and industrial matte are 3.96% and 3.34%, respectively. The calculated results of the phase configuration are consistent with the actual production data, which indicates that the MEC model and RQPSO algorithm are accurate and reliable.
引用
收藏
页码:2893 / 2899
页数:7
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