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Optimal Synthesis of Batch Water Networks with a Flexible Scheduling Framework Using Dynamic Programming

机译:使用动态规划具有灵活调度框架的批次水网络的最佳合成

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Batch processes have received considerable attention from both industry and academia because of their flexibility to produce low volume,high value-added products.Sustainable water management and strict environmental regulation drive the development of systematic methods for water integration in batch plants.In batch processes,scheduling plays a critical role towards resource conservation.In some cases,production rescheduling can further reduce freshwater consumption and wastewater generation.Although many papers about simultaneous optimization of batch water network integration and product scheduling have been published,the insight-based method is scarce.This work proposes a dynamic programming(DP)method for the optimal design of batch water networks with a flexible product scheduling.The proposed methodology is explained as follows.Firstly,water-using units are ranked based on the ascending of inlet limiting concentration.The whole process is divided into N stages and each concentration locates at a specific stage.Secondly,the target of freshwater consumption of the process can be determined using the recursive function of DP model.Thirdly,once the target is determined,the optimal match between water sources and sinks are identified.The timing of each operation could be further determined.If the batch water network is feasible,the final batch water network is determined.If the obtained water network is infeasible,it will return to the second step to relax the target or chose another alternative with the same target until obtaining feasible batch water network.Two illustrative examples from literature were considered to demonstrate the feasibility of the proposed method.In the first case study a regenerator with a fixed outlet concentration is incorporated in batch water network.In the second case study is presented a batch plant with multiple contaminants in which a fixed removal ratio model is employed.
机译:批量流程由于其灵活地产生了生产低容量,高附加值产品而受到相当大的关注。可批准的水管理和严格的环境监管驱动了批量植物中水整合的系统方法的开发。在批处理过程中,批量流程,调度对资源保护作出关键作用。在某些情况下,生产重新安排可以进一步降低淡水消耗和废水生成。虽然已经发布了关于批量水网络集成和产品调度的同时优化的许多论文,但基于洞察力的方法是稀缺的。该工作提出了一种动态编程(DP)方法,用于具有灵活的产品调度的批量水网络的最佳设计。提出的方法如下所述。首先,基于入口限制浓度的上升来排序水分使用单位。整个过程分为n个阶段和每个浓度在特定阶段定位。第二个,可以使用DP模型的递归函数来确定该过程的淡水消耗的目标。第三,一旦确定目标,就确定了水源和水槽之间的最佳匹配。的时间可以进一步确定每个操作。如果批次水网络是可行的,则确定最终的批次水网络。如果所获得的水网络是不可行的,它将返回到第二步,以放宽目标或使用相同的目标选择另一种替代方案直到获得可行的批次水网络。认为来自文献的说明性实例被认为证明所提出的方法的可行性。在第一种情况下,在第一种情况下,在分批水网络中结合了具有固定出口浓度的再生器。在第二种情况下呈现了一个具有多种污染物的批量植物,其中采用固定的去除率模型。

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