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Integrated Optimization Based on Transition Tracking Analysis for Batch Processes

机译:基于过渡跟踪分析的批处理集成优化

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Process optimization is an important issue for raising product quality and ensuring safety in batch processes and it is usually conducted at the point only when set-points are reached. In this work, process dynamic shift results from set-point tracking control, termed as transition tracking process, is detailedly analyzed in an integrated optimization framework, which also synthesizes the multi-stage characteristic of batch processes. Establishment of the regression relationship between process variables and quality indexes becomes possible and gradient directions are updated iteratively. The effacy of the proposed scheme is illustrated on the injection molding, which is a typical multi-stage batch process.
机译:过程优化是提高产品质量和确保批处理过程中安全性的重要问题,通常仅在达到设定点时才在该点进行。在这项工作中,在集成优化框架中详细分析了由设定点跟踪控制产生的过程动态移位(称为过渡跟踪过程),该框架还综合了批处理的多阶段特性。建立过程变量和质量指标之间的回归关系成为可能,并且梯度方向可以迭代更新。所提出的方案的功效在注塑成型中得到了说明,这是典型的多阶段分批工艺。

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