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Short Stroke Control with Gaussian Curve and PSO Algorithm in Plate Rolling Process 被引量:1
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作者 Jing-Guo Ding Li-Li Qu +1 位作者 Xian-Lei Hu Xiang-Hua Liu 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第4期93-98,共6页
The precision width control is vital for product quality and production economy in plate width control process, so short stroke control method was used in plate rolling by opening or closing edger gap so as to avoid h... The precision width control is vital for product quality and production economy in plate width control process, so short stroke control method was used in plate rolling by opening or closing edger gap so as to avoid head end necking. Head end necking on different broadening ratio was analyzed, and sections of different elongations at edger roiling was calculated; based on the law of volume constancy, the adjustment functions were described by parabolic functions. Control curves were developed with three Gaussian curves by means of additional combining; SSC control curve was changed with different weights of those curves, w1 effect one-third of SSC length, w2 effect two-third of SSC length, w3 effect all three parts of SSC length. In order to adjust the amount of weights for precise quantification, PSO algorithm was used to build sufficiency function so as to obtain best rectangular degree by global optimization. Practical applications showed that the method proposed is available to improve the product rolling yields by 1.0% -2. 0% and worthy to apply to plate rolling. 展开更多
关键词 plate mill short stroke control ganssian curve PSO rolling yields
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Application of Temperature Inference Method Based on Soft Sensor Technique to Plate Production Process 被引量:1
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作者 DING Jing-guo QU Li-li +1 位作者 HU Xian-lei LIU Xiang-hua 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2011年第3期24-27,共4页
There is a certain extent of measuring error for each pyrometer in plate production process,which has a great impact on process control system.A soft sensor technique is used to calculate the confidence interval of me... There is a certain extent of measuring error for each pyrometer in plate production process,which has a great impact on process control system.A soft sensor technique is used to calculate the confidence interval of measuring temperature data from pyrometers and an inference estimator is designed by partial least square method,then the pyrometer with highest confidence is considered as the reference one,with which inference estimation for measured data on-line of other pyrometers is started and the measuring error is conformed.From actual application it can be found that this method can improve the measuring accuracy by 3%-5%,and has high field application value. 展开更多
关键词 plate mill soft sensor temperature inference partial least square
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