王旭东

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:材料科学与工程学院

电子邮箱:hler@dlut.edu.cn

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Particle swarm optimization for estimation on mould oscillation for continuous casting process

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论文类型:会议论文

发表时间:2011-07-26

收录刊物:EI、Scopus

卷号:4

页面范围:2226-2229

摘要:Information about mould oscillation is very important for stable operations during continuous casting process. In this study, online measurement of mould oscillation was conducted on a slab continuous caster equipped with hydraulic oscillators. The particle swarm optimization (PSO) algorithm was adopted to estimate the mould oscillation status. To verify the feasibility and the performance of PSO, it is applied to solve inverse analysis in estimating the stiffness and damping of hydraulic oscillators, and calculated empty working forces are compared with measured ones. Furthermore, the effects of swarm size, searching space on the convergence velocity and computational accuracy of PSO are also investigated. The results confirm the potential of the proposed PSO approach and show its high computational efficiency and superiority. ? 2011 IEEE.