Scheduling Model for the Practical Steelmaking-continuous Casting Production and Heuristic Algorithm Based on the Optimization of “Furnace-caster Matching” Mode
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- Yang Jian-ping
- State Key Laboratory of Advanced Metallurgy, University of Science and Technology Beijing
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- Wang Bai-lin
- Engineering Research Center of MES Technology for Iron & Steel Production, University of Science and Technology Beijing
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- Liu Qian
- State Key Laboratory of Advanced Metallurgy, University of Science and Technology Beijing
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- Guan Min
- Jiangsu Boji Spraying Systems Co., Ltd.
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- Li Tie-ke
- Engineering Research Center of MES Technology for Iron & Steel Production, University of Science and Technology Beijing
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- Gao Shan
- Laiwu iron and Steel Group Yinshan Section Steel Co., Ltd.
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- Guo Wei-da
- Laiwu iron and Steel Group Yinshan Section Steel Co., Ltd.
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- Liu Qing
- State Key Laboratory of Advanced Metallurgy, University of Science and Technology Beijing
抄録
<p>Considering the “furnace-caster matching” modes, this paper focuses on the scheduling problems from practical steelmaking-continuous casting production lacking refining span. Aiming at the improvement on quality and output of steel products, a mathematical model is established with multi-objective optimization including the minimum earliness/tardiness of starting cast times, the shortest waiting times of heats among different processes and the shortest idle times of converters. A heuristic algorithm based on the optimization of “furnace-caster matching” mode is developed to solve this model, which involves two procedures of device assignment and conflict elimination. Through the detailed analysis on workshop layout and production rhythm, four classes of matching modes of “refining furnace-caster” are proposed to perform the assignments of refining furnaces. The assignments of converters rely on three categories of greedy strategies in terms of minimizing conflictions among heats. A rough scheduling solution with some possible conflicts among heats is obtained through combining “furnace-caster matching” modes and greedy strategies. Then applying the linear programming method to eliminate the conflicts and generate the final solution. Based on the proposed algorithm and the improved genetic algorithms, simulation experiments are carried out by introducing actual production plans as instances. The results indicate that heuristic algorithm based on the optimization of “furnace-caster matching” mode is the right candidate owing to its acceptable scheduling solutions with the better process matching relations and the highlighted performances under crane constraint. Currently, the proposed model and algorithm have been successfully used in a large converter steel plant in China.</p>
収録刊行物
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- ISIJ International
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ISIJ International 60 (6), 1213-1224, 2020-06-15
一般社団法人 日本鉄鋼協会
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キーワード
詳細情報 詳細情報について
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- CRID
- 1390285300164408576
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- NII論文ID
- 130007855978
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- ISSN
- 13475460
- 09151559
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- 本文言語コード
- en
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- データソース種別
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- JaLC
- Crossref
- CiNii Articles
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- 抄録ライセンスフラグ
- 使用不可