Advanced Search
Volume 46 Issue 7
Jul.  2024
Turn off MathJax
Article Contents
XIE Zhiqiang, LIU Dongmei. Integrated Scheduling Algorithm for Flexible Equipment Network Considering Same Layer After Process[J]. Journal of Electronics & Information Technology, 2024, 46(7): 2961-2969. doi: 10.11999/JEIT231067
Citation: XIE Zhiqiang, LIU Dongmei. Integrated Scheduling Algorithm for Flexible Equipment Network Considering Same Layer After Process[J]. Journal of Electronics & Information Technology, 2024, 46(7): 2961-2969. doi: 10.11999/JEIT231067

Integrated Scheduling Algorithm for Flexible Equipment Network Considering Same Layer After Process

doi: 10.11999/JEIT231067
Funds:  The National Natural Science Foundation of China (61772160)
  • Received Date: 2023-10-07
  • Rev Recd Date: 2024-01-24
  • Available Online: 2024-01-31
  • Publish Date: 2024-07-29
  • The integrated scheduling algorithm of flexible equipment network is difficult to reasonably select the relevant processes of processing equipment, which affects the completion time of products. An Integrated Scheduling algorithm for Flexible Equipment Network considering the Same layer after Process (SP-FENIS) is proposed. Firstly, the priority strategy of the reverse order layer is adopted, which assigns each process to the set of processes to be scheduled in the reverse layer. Then, the average reverse-order compact path strategy is proposed to determine the scheduling sequence of the processes to be scheduled in each reverse order layer. Finally, the earliest completion time strategy and equipment idle insertion strategy are proposed. When the earliest completion time of the process on the flexible equipment is the same, the processing time on the flexible equipment and the processing equipment of the same layer after the process are considered, and the processing equipment and processing time of the target process are determined. The example shows that, compared with the existing algorithm, the proposed algorithm can shorten the product completion time.
  • loading
  • [1]
    MIYATA H H and NAGANO M S. Optimizing distributed no-wait flow shop scheduling problem with setup times and maintenance operations via iterated greedy algorithm[J]. Journal of Manufacturing Systems, 2021, 61: 592–612. doi: 10.1016/j.jmsy.2021.10.005.
    [2]
    YANG Yahong and LI Xun. A knowledge-driven constructive heuristic algorithm for the distributed assembly blocking flow shop scheduling problem[J]. Expert Systems with Applications, 2022, 202: 117269. doi: 10.1016/j.eswa.2022.117269.
    [3]
    DU Yu, LI Junqing, CHEN Xiaolong, et al. Knowledge-based reinforcement learning and estimation of distribution algorithm for flexible job shop scheduling problem[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(4): 1036–1050. doi: 10.1109/TETCI.2022.3145706.
    [4]
    WENG Wei, CHEN Junru, ZHENG Meimei, et al. Realtime scheduling heuristics for just-in-time production in large-scale flexible job shops[J]. Journal of Manufacturing Systems, 2022, 63: 64–77. doi: 10.1016/j.jmsy.2022.01.006.
    [5]
    谢志强, 裴莉榕. 存在设备时间限制的两个企业协同的综合调度算法[J]. 电子与信息学报, 2022, 44(5): 1653–1663. doi: 10.11999/JEIT211394.

    XIE Zhiqiang and PEI Lirong. Integrated scheduling algorithm for two corporate synergies with equipment time constraints[J]. Journal of Electronics & Information Technology, 2022, 44(5): 1653–1663. doi: 10.11999/JEIT211394.
    [6]
    GAO Yilong, XIE Zhiqiang, JIA Qing, et al. An effective memetic algorithm for the distributed integrated scheduling of tree-structured products[J]. International Journal of Cooperative Information Systems, 2021, 30(01n04): 2150001. doi: 10.1142/S0218843021500015.
    [7]
    ZHANG Xiaowei, XIE Zhiqiang, SHAO Xia, et al. An integrated scheduling method for personalized products with no-wait constraints[J]. The International Journal of Advanced Manufacturing Technology, 2022, 122(1): 279–290. doi: 10.1007/s00170-022-09394-8.
    [8]
    谢志强, 周伟, 杨静. 工艺树子树循环分解的资源协同综合调度算法[J]. 机械工程学报, 2022, 58(13): 228–239. doi: 10.3901/JME.2022.13.228.

    XIE Zhiqiang, ZHOU Wei, and YANG Jing. Resource cooperative integrated scheduling algorithm based on sub-tree cycle decomposition of process Tree[J]. Journal of Mechanical Engineering, 2022, 58(13): 228–239. doi: 10.3901/JME.2022.13.228.
    [9]
    郭伟飞, 宋豫川, 周璠, 等. 基于逆序虚拟零部件的紧密衔接综合调度算法[J]. 计算机集成制造系统, 2020, 26(12): 3313–3328. doi: 10.13196/j.cims.2020.12.014.

    GUO Weifei, SONG Yuchuan, ZHOU Fan, et al. Integrated scheduling algorithm of complex product with no-wait constraint based on reversed virtual component[J]. Computer Integrated Manufacturing Systems, 2020, 26(12): 3313–3328. doi: 10.13196/j.cims.2020.12.014.
    [10]
    XIE Zhiqiang, HAO Shuzhen, YE Guangjie, et al. A new algorithm for complex product flexible scheduling with constraint between jobs[J]. Computers & Industrial Engineering, 2009, 57(3): 766–772. doi: 10.1016/j.cie.2009.02.004.
    [11]
    XIE Zhiqiang, WANG Peng, CHANG Ningning, et al. Flexible integrated scheduling algorithm base on static processing time[C]. 2011 International Conference on Computer Science and Service System, Nanjing, China, 2011: 1279–1282. doi: 10.1109/CSSS.2011.5974426.
    [12]
    YANG Dan, XIE Zhiqiang, and ZHANG Chunting. Multi-flexible integrated scheduling algorithm for multi-flexible integrated scheduling problem with setup times[J]. Mathematical Biosciences and Engineering, 2023, 20(6): 9781–9817. doi: 10.3934/mbe.2023429.
    [13]
    谢志强, 邵侠, 杨静. 存在设备无关延迟约束的综合柔性调度算法[J]. 机械工程学报, 2011, 47(4): 177–185. doi: 10.3901/JME.2011.04.177.

    XIE Zhiqiang, SHAO Xia, and YANG Jing. Algorithm for integrated flexible scheduling with device-independence deferred constraint[J]. Journal of Mechanical Engineering, 2011, 47(4): 177–185. doi: 10.3901/JME.2011.04.177.
    [14]
    谢志强, 周含笑, 于洁, 等. 基于设备驱动的综合柔性调度冲突调解算法[J]. 北京理工大学学报, 2014, 34(11): 1150–1156. doi: 10.15918/j.tbit1001-0645.2014.11.011.

    XIE Zhiqiang, ZHOU Hanxiao, YU Jie, et al. Conflict mediation algorithm of the integrated flexible scheduling based on device driver[J]. Transactions of Beijing Institute of Technology, 2014, 34(11): 1150–1156. doi: 10.15918/jtbit1001-0645.2014.11.011. doi: 10.15918/j.tbit1001-0645.2014.11.011.
    [15]
    谢志强, 桂忠艳, 杨静. 基于设备驱动和实质路径的动态并行综合柔性调度算法[J]. 机械工程学报, 2014, 50(18): 203–212. doi: 10.3901/JME.2014.18.203.

    XIE Zhiqiang, GUI Zhongyan, and YANG Jing. Dynamic parallel integrated flexible scheduling algorithm based on device driver and essential path[J]. Journal of Mechanical Engineering, 2014, 50(18): 203–212. doi: 10.3901/JME.2014.18.203.
    [16]
    谢志强, 王茜. 基于逆序层优先的柔性综合调度算法[J]. 电子与信息学报, 2022, 44(5): 1554–1562. doi: 10.11999/JEIT211378.

    XIE Zhiqiang and WANG Qian. Flexible integrated scheduling algorithm based on reverse order layer priority[J]. Journal of Electronics & Information Technology, 2022, 44(5): 1554–1562. doi: 10.11999/JEIT211378.
    [17]
    YANG Dan, XIE Zhiqiang, LIU Qi, et al. A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism[J]. Multimedia Tools and Applications, 2023, 82(22): 34029–34051. doi: 10.1007/s11042-023-14544-5.
    [18]
    GAO Yilong, XIE Zhiqiang, YANG Dan, et al. Flexible integrated scheduling algorithm based on remaining work probability selection coding[J]. Expert Systems, 2021, 38(4): e12683. doi: 10.1111/exsy.12683.
    [19]
    XIE Zhiqiang, YANG Dan, MA Mingrui, et al. An improved artificial bee colony algorithm for the flexible integrated scheduling problem using networked devices collaboration[J]. International Journal of Cooperative Information Systems, 2020, 29(01n02): 2040003. doi: 10.1142/S0218843020400031.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(8)  / Tables(1)

    Article Metrics

    Article views (117) PDF downloads(13) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return