摘要
在炼钢-连铸生产过程中,连铸机故障会导致当前生产计划不可行,需要为故障机上未完成炉次重新分配连铸机和浇铸顺序。现行人工重分配策略无法及时响应以保证稳定和高效的生产,因此本文提出一种基于等待时间最小化的启发式炉次重分配规则,然后在此基础上建立重调度模型,并设计改进遗传算法求解该问题。采集某炼钢厂的实际生产数据进行算法验证,结果表明本文方法在连铸机出现故障时能快速给出较优的重调度方案。
In steelmaking-continuous casting process,caster failure will make the current production plan unfeasible,so unfinished charges on the broken machine should be assigned to another caster and the casting sequence need to be replanned.However,current manual rescheduling strategies cannot respond quickly and ensure stable and efficient production.Therefore,a heuristic rule based on minimum waiting time was presented to reassign the unfinished charges.On this basis,a rescheduling model was created and an improved genetic algorithm was developed to solve this problem.Real cases from a steel plant verify that the proposed method is feasible and effective for rescheduling of steelmaking-continuous casting production with caster breakdown.
作者
赵阳
唐秋华
韩大勇
Zhao Yang;Tang Qiuhua;Han Dayong(Key Laboratory of Metallurgical Equipment and Control Technology of Ministry of Education,Wuhan University of Science and Technology,Wuhan 430081,China;Hubei Key Laboratory of Mechanical Transmission and Manufacturing Engineering,Wuhan University of Science and Technology,Wuhan 430081,China;Institute of Production System Engineering,Wuhan University of Science and Technology,Wuhan 430081,China)
出处
《武汉科技大学学报》
CAS
北大核心
2020年第4期276-282,共7页
Journal of Wuhan University of Science and Technology
基金
国家自然科学基金资助项目(51275366,51305311)
高等学校博士学科点专项科研基金课题(博导类)(2013421911002)
中国博士后科学基金资助项目(2013M542073).
关键词
炼钢-连铸
重调度
连铸机故障
炉次重分配
遗传算法
steelmaking-continuous casting
rescheduling
caster breakdown
charge reassignment
genetic algorithm