| 任彬,王梓林.基于Drools规则引擎的柔性化钣金产线优化排程[J].高技术通讯(中文),2022,32(1):57~65 |
| 基于Drools规则引擎的柔性化钣金产线优化排程 |
| Optimal scheduling of flexible sheet metal production line based on Drools rule engine |
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| DOI：10.3772/j.issn.1002-0470.2022.01.007 |
| 中文关键词: 柔性化钣金产线； 优化排程； Drools规则引擎； 规划求解； 最优决策 |
| 英文关键词: flexible sheet metal production line, optimal scheduling, Drools rule engine, programming solution, optimal decision |
| 基金项目: |
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| 摘要点击次数: 1841 |
| 全文下载次数: 1123 |
| 中文摘要: |
| 针对柔性化钣金产线加工订单呈现离散化特征所导致的人工排程不能满足需求的问题，在订单按时交货的基础上以最小化综合成本及最低综合设备损耗为目标，基于Drools规则约束引擎，研究适用于柔性化钣金产线的快速寻优排程方法。以钣金生产为例，分析排程规划问题的求解过程，通过分析多目标求解的问题提出结合Drools规则引擎的求解方法。根据钣金产线实际生产需求列出规则约束，并以此建立数学模型。结合三级评分模型及寻优机制求解优化排程方案。通过模拟生产排程应用，分析寻优结果最优排程方案的甘特图及得分明细，验证了排程方法的有效性。 |
| 英文摘要: |
| Aiming at the problem that the manual scheduling can not meet the demand due to the discrete characteristics of the flexible sheet metal production line, on the basis of on-time delivery of orders, a fast optimization scheduling method for flexible sheet metal production line is studied based on Drools rule constraint engine with the objective of minimizing comprehensive cost and minimum comprehensive equipment loss. Taking sheet metal production as an example, the process of solving the scheduling problem is analyzed. By analyzing the multi-objective solving problem, a solution method combined with Drools rule engine is proposed. Based on the actual production demand of sheet metal production line, the rule constraints are listed, and the mathematical model is established. Combined with the three-level scoring model and optimization mechanism, the optimal scheduling scheme is solved. By simulating the application of production scheduling, the Gantt chart and score details of the optimal scheduling scheme are analyzed to verify the effectiveness of the scheduling method. |
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