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基于模擬退火算法的中厚板精軋機工作輥熱膨脹模型

Thermal Contour Model of Work Roll in Plate Mills by Simulated Annealing Algorithm

  • 摘要: 應用模擬退火算法和有限差分法,建立起適用于武鋼2800 mm四輥軋機的工作輥熱膨脹計算模型.此模型是一個半經驗的工程運用公式,其參數的估計采用傳統的優化方法難以解決,而用模擬退火算法卻能得到有效地解決.應用此模型來預報工作輥的一個軋制單位全過程的熱凸度變化值,其精度較高.生產使用后表明,此模型具有較高的工程實用性,可以應用于其他各類軋機的軋輥熱輥形預測.

     

    Abstract: Employing Simulated Annealing Algorithm(SAA) and Finite Difference Method, a calcula-tion model of work roll thermal contour was built in a 2800mm 4-high mill of Wuhan Iron and Steel (Group) Co.. The model was a semi-theory practical formula. Its pattern and magnitude were still hardly defined with classical optimization methods. But the problem could be resolved by SAA. It was pretty high precision to predict the values of work roll thermal crown in a rolling unit. After one year application, the results show that the model is feasible in engineering, and it could be applied LO predict the roll thermal contour of other mills.

     

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