Integrative matching model and algorithm of inventory in continuous casting and hot rolling processes
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摘要: 針對鋼鐵企業連鑄工序余材板坯及熱軋工序余材鋼卷對熱軋生產合同的匹配問題,基于一體化的管理思想建立了余材板坯、鋼卷與合同集成匹配的多目標0-1非線性整數規劃模型,在模型中引入板坯材質與合同要求鋼種特征差異值矩陣及鋼卷鋼種與合同要求鋼種特征差異值矩陣.采用分段整數編碼、基于啟發式修復策略的改進遺傳算法求解.最后,通過對實際生產數據的仿真實驗驗證了所提模型和算法的有效性,為科學合理地匹配鑄軋工序余材板坯、鋼卷提供了有效的解決方法.Abstract: Aimed at the problem of matching open-order slabs and coils with hot rolling production orders in the steel industry,a multi-objective 0-1 nonlinear integer programming model for integrative matching of inventory in continuous casting and hot rolling processes was established on the basis of the integrative management idea.Two matrices were introduced in the model:one indicated the difference between slab material and steel grade required in orders,and the other reflected the difference between coil grade and steel grade required in orders.An improved genetic algorithm with the sub-integer encoding method and the heuristic repair strategy was proposed.Finally,the effectiveness of the proposed model and algorithm was verified by simulation based on actual production data.The results show that the integrative matching method can produce a significantly better and more scientific way for matching slabs and coils with hot rolling production orders.
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Key words:
- continuous casting /
- hot rolling /
- inventory management /
- nonlinear programming /
- genetic algorithms
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