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Optimal Control Method of Parabolic Partial Differential Equations and Its Application to Heat Transfer Model in Continuous Cast Secondary Cooling Zone

机译:抛物型偏微分方程的最优控制方法及其在连铸二次冷却区传热模型中的应用

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Our work is devoted to a class of optimal control problems of parabolic partial differential equations. Because of the partial differential equations constraints, it is rather difficult to solve the optimization problem. The gradient of the cost function can be found by the adjoint problem approach. Based on the adjoint problem approach, the gradient of cost function is proved to be Lipschitz continuous. An improved conjugate method is applied to solve this optimization problem and this algorithm is proved to be convergent. This method is applied to set-point values in continuous cast secondary cooling zone. Based on the real data in a plant, the simulation experiments show that the method can ensure the steel billet quality. From these experiment results, it is concluded that the improved conjugate gradient algorithm is convergent and the method is effective in optimal control problem of partial differential equations.
机译:我们的工作致力于一类抛物型偏微分方程的最优控制问题。由于偏微分方程的约束,解决优化问题相当困难。成本函数的梯度可以通过伴随问题法找到。基于伴随问题方法,证明了成本函数的梯度为Lipschitz连续的。应用改进的共轭方法解决了该优化问题,并证明该算法是收敛的。该方法适用于连铸二次冷却区的设定值。基于工厂的真实数据,仿真实验表明该方法可以保证钢坯质量。从这些实验结果可以得出,改进的共轭梯度算法是收敛的,并且该方法对于偏微分方程的最优控制问题是有效的。

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