Research on prefabricated component production line mold platform combination method
文献类型：会议论文
| 作者 | Han ZH(韩忠华)1,2,3,4; Yu, Lingfeng3; Li, Bo3 ; Qi, Yuanwei3
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| 出版日期 | 2021 |
| 会议日期 | November 5-7, 2021 |
| 会议地点 | Zhuhai, China |
| 页码 | 1-9 |
| 英文摘要 | In traditional prefabricated component manufacturing enterprises, there are often problems such as low utilization rate of the platform surface due to poor production plans of the enterprise, resulting in waste of production resources and low production capacity of the enterprise. In order to solve the problem of mold platform combination allocation in the production process of prefabricated component manufacturers, a mold platform combination allocation method based on the combination of machine learning and backtracking is proposed. The backtracking method is used to search for the theoretical best fit combination result, and the improved BL is used. The positioning algorithm simulates the placement process of the mold on the platform, and uses the Apriori algorithm to train the obtained data set to obtain the association rules contained in the frequent item set. When the enterprise re-produces, the prefabricated components are combined according to the association rules for production, and the utilization rate of the platform is improved. The simulation test is carried out with the example data of the prefabricated component manufacturing enterprise, which verifies the effectiveness of the combination allocation method of mold and platform combined with the backtracking method and the Apriori algorithm to solve the problem. |
| 产权排序 | 1 |
| 会议录 | International Conference on Advanced Manufacturing Technology and Electronic Information (AMTEI 2021)
 |
| 会议录出版者 | IOP |
| 会议录出版地 | Bristol, UK |
| 语种 | 英语 |
| ISSN号 | 1742-6596 |
| 源URL | [http://ir.sia.cn/handle/173321/30575]  |
| 专题 | 沈阳自动化研究所_数字工厂研究室 |
| 通讯作者 | Yu, Lingfeng |
| 作者单位 | 1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China 3.School of Information and Control Engineering, Shenyang Jianzhu University, Shenyang 110168, China 4.Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China |
| 推荐引用方式 GB/T 7714 | Han ZH,Yu, Lingfeng,Li, Bo,et al. Research on prefabricated component production line mold platform combination method[C]. 见:. Zhuhai, China. November 5-7, 2021. |
入库方式： OAI收割
来源：沈阳自动化研究所
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