Glass Enamel & Ophtalmic Optics, Volume. 52, Issue 10, 36(2024)

Application of Permutations and Combinations in Traversing Optimal Raw Material Batches Combinations with Minimum Errors

HUANG Yu1, LIU Yuanyuan1, LI Ning1, MA Jun1, CUI Zenglu1, ZHANG Jianhua1, WANG Huiyong1,2,3,4, HAN Zhengwei1,2,3,4, and WANG Changjun1,2,3,4
Author Affiliations
  • 1Hebei Panel Glass Co., Ltd., Langfang 065000, China
  • 2Hebei Province Company Technology Center, Langfang 065000, China
  • 3Hebei Province Ultra-thin Electronic Glass Technology Innovation Center, Langfang 065000, China
  • 4Ultra-thin Silicate Glass Hebei Engineering Research Center, Langfang 065000, China
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    In the production of float glass process, difference or fluctuation in raw material components has a significant impact on the quality of products. Therefore, when dealing with multiple batches of the same raw material during large-scale production mixing, it is necessary to select batches reasonably so that the mean percentage of raw material quality is as close as possible to the designed formula values, thereby minimizing the adverse effects caused by different raw material batches on the entire process. Through the analysis, it was found that with the help of the idea of permutations, it was possible to quickly iterate through all batch combinations of a given stock batch and a specified number of batches, and compared the sum of the mean of the percentage of substances in each batch with the absolute value of the error of the set value, and the batch combination with the smallest absolute value of error can be used as the batch combination used for the final mixture. In this method, the advantages of finding the batch combination closest to the set value are not only absorbed in the selection of batch combinations, but also quickly iterating through all batch combinations to obtain the global optimal solution was also realized.

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    HUANG Yu, LIU Yuanyuan, LI Ning, MA Jun, CUI Zenglu, ZHANG Jianhua, WANG Huiyong, HAN Zhengwei, WANG Changjun. Application of Permutations and Combinations in Traversing Optimal Raw Material Batches Combinations with Minimum Errors[J]. Glass Enamel & Ophtalmic Optics, 2024, 52(10): 36

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    Paper Information

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    Received: May. 6, 2024

    Accepted: Dec. 9, 2024

    Published Online: Dec. 9, 2024

    The Author Email:

    DOI:10.13588/j.cnki.g.e.2096-7608.2024.10.006

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