纺机车间多源异构数据生产管理系统设计

Design of Production Management System of Multi-source Heterogeneous Data in Textile Machinery Workshop

针对纺织机械制造企业生产过程中的多源异构数据集成、传递和共享问题,结合企业实际生产情况,搭建面向企业业务流程模型,建立车间制造过程数据管理模型,对生产数据进行异常纠正、时间配准、时序数据补足等数据预处理;并采用基于本体的异构数据集成方法,实现纺织机械制造车间智能生产的数据集成与共享,为数字孪生平台、仿真优化决策提供数据支撑;设计和开发了数字化车间数据集成管理系统,通过融合SAP、SCADA等系统数据,实现生产进度跟踪、设备运行监控及生产相关的数据统计分析,并结合三维模型进行三维可视化,满足车间的数据管理需求。

Aiming at the integration,transmission and sharing of multi-source heterogeneous data in the production process of textile machinery manufacturing enterprises,combining with the actual production of enterprises,an enterprise-oriented business process model was built,a workshop manufacturing process data management model was established,and the production data was preprocessed for anomaly correction,time registration,timing data complement.The ontology-based heterogeneous data integration method was adopted,which could realize the data integration and sharing of intelligent production in textile machinery manufacturing workshop,and provide data support for digital twin platform and simulation optimization decision.The digital workshop data integration management system was designed and developed.Through the integration of SAP,SCADA and other system data,the production progress tracking,equipment operation monitoring and production-related data statistical analysis were realized,and 3D visualization was carried out in combination with 3D models to meet the data management requirements of the workshop.