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Alternative TitleOptimization setting control based on bacterial foraging optimization and case-based reasoning for laminar cooling water consumption
片锦香; 朱云龙; 刘金鑫; 柴天佑
Source Publication仪器仪表学报
Indexed ByEI ; CSCD
EI Accession number20151800796994
Contribution Rank1
Funding Organization国家自然科学基金(61174164,61440004)资助项目
Other AbstractThe function of laminar cooling control system is to control the strip coiling temperature into the allowed range, and the closer to the target temperature, the better strip quality is. Essentially, this is a target optimization problem. Laminar cooling operating condition is always varying and the process is in the dynamic environment, which is leading the difficulty of effective real-time control. Aiming at no optimization in the laminar cooling control methods, this paper proposed optimization setting control method of cooling water consumption, by introducing the improved bacterial foraging optimization (BFO). On the other hand, aiming at the dynamic operating condition, two layers structure of dynamic optimization setting is proposed with the mode of offline optimization and online reasoning, where case-based reasoning (CBR) is applied. The simulation results with industrial operating data showed the effectiveness in searching optimized cooling water consumption. Moreover, in the condition of varying working condition, the proposed method has the ability to adjust the water consumption setting value in time. As a result, the strip coiling temperature is controlled in the target range.
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Document Type期刊论文
Recommended Citation
GB/T 7714
片锦香,朱云龙,刘金鑫,等. 结合BFO及CBR的层流冷却水量优化设定方法[J]. 仪器仪表学报,2015,36(3):615-622.
APA 片锦香,朱云龙,刘金鑫,&柴天佑.(2015).结合BFO及CBR的层流冷却水量优化设定方法.仪器仪表学报,36(3),615-622.
MLA 片锦香,et al."结合BFO及CBR的层流冷却水量优化设定方法".仪器仪表学报 36.3(2015):615-622.
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