Hybrid intelligent scheduling method and its application for steelmaking and continuous casting

被引:0
|
作者
Research Center of Automation, Northeastern University, Shenyang 110004, China [1 ]
不详 [2 ]
机构
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Under the technical constraints of steelmaking and continuous casting production, the hybrid intelligent scheduling method is established which includes rule-based expert systems, LP-based method with two stages and multi-layer fuzzy comprehensive evaluation for the production environment with multi-equipment, multi-process and complex production style, and the optimal solution is difficult to obtain within the rational time, an available and feasible solution can be obtained by this method. The intelligent scheduling structure is established by the hybrid intelligent scheduling method, and the software system is also designed and developed. Finally, the hybrid intelligent scheduling method is successfully applied to one large steel plant. Applied results show that the making plan time and waiting time for molten steel are highly shortened, and the utilization ratio of facilities is raised. The economic effect is good.
引用
收藏
相关论文
共 50 条
  • [21] Heuristic scheduling algorithm for steelmaking - Continuous casting production
    Liu, GH
    Li, TK
    Kimura, Y
    ICIM' 2002: PROCEEDINGS OF THE SIXTH CHINA-JAPAN INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2002, : 121 - 127
  • [22] Production scheduling in a steelmaking-continuous casting plant
    Pacciarelli, D
    Pranzo, M
    COMPUTERS & CHEMICAL ENGINEERING, 2004, 28 (12) : 2823 - 2835
  • [23] Study on Dynamic Scheduling Stimulation of Steelmaking and Continuous Casting
    Liu, Wei
    Sun, Liangliang
    Qi, Yutao
    Zheng, Binglin
    Chai, Tianyou
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 3419 - 3423
  • [24] Application of Mix Optimization Scheduling Approach for Steelmaking-Continuous Casting Process Based on Actual Steelmaking Industry
    Sun Liang-liang
    Wang Xiu-ying
    JOURNAL OF IRON AND STEEL RESEARCH INTERNATIONAL, 2013, 20 (10) : 1 - 9
  • [25] Application of Mix Optimization Scheduling Approach for Steelmaking-Continuous Casting Process Based on Actual Steelmaking Industry
    Liang-liang Sun
    Xiu-ying Wang
    Journal of Iron and Steel Research International, 2013, 20 : 1 - 9
  • [26] Robust optimization method for steelmaking-continuous casting scheduling with uncertain processing times
    Yan J.-C.
    Chen H.-Y.
    Zhang W.-X.
    Su Y.-X.
    Li T.-K.
    Wang B.-L.
    Kongzhi yu Juece/Control and Decision, 2023, 38 (06): : 1661 - 1669
  • [27] A Scheduling Method Based on NSGA2 for Steelmaking and Continuous Casting Production Process
    Li, Qing
    Wang, Xiuying
    Zhang, Xiaofeng
    IFAC PAPERSONLINE, 2018, 51 (18): : 174 - 179
  • [28] A novel method with constraints embedded into a cuckoo search for steelmaking-continuous casting scheduling
    Wang, Haihong
    Feng, Hui
    Ren, Zhikao
    Ye, Chen
    Zhao, Tongtong
    Sun, Yue
    Wang, Xiuying
    NEURAL COMPUTING & APPLICATIONS, 2024, 36 (05): : 2131 - 2140
  • [29] Steelmaking and continuous casting scheduling based on hybrid teaching-learning-based optimization algorithm
    Ma, Wen-Qiang
    Zhang, Chao-Yong
    Tang, Qiu-Hua
    Shao, Xin-Yu
    Jia, Yan
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2015, 21 (05): : 1271 - 1278
  • [30] The Study of Ladle Scheduling for Steelmaking and Continuous Casting Production Process
    Wang, Xiuying
    Yang, Aiguang
    Yu, Shengping
    Liu, Wei
    Zhang, Zhiyu
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE OF MODELLING AND SIMULATION, VOL V: MODELLING AND SIMULATION IN MECHANICS AND MANUFACTURE, 2008, : 172 - 177