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The digitalization of the production process is not high.The data collection is not comprehensive enough,and there is a lack of sufficient data support such as real-time data collection of production equipment,production environment,real-time records of production processes,and connection records between production links.

High degree of data discretization,separation of IT and OT.Faced with cross-domain and cross-departmental data optimization and analysis,and then to optimize production indicators,inventory indicators,and quality indicators,it is necessary to spend a lot of time extracting corresponding data from different IT and OT systems,and carry out a series of trivial and Standardized data analysis.

生产过程数字化程度不高。数据采集不够全面，缺乏生产设备、生产环境的实时数据采集、以及生产过程的实时记录、以及生产环节之间的衔接记录等足够的数据支撑。

数据离散化程度高，IT和OT分离。面对跨领域、跨部门的数据优化和分析，进而实现优化生产指标、库存指标、质量指标的时候，需要从花费大量的时间从不同的IT和OT系统中提取相应数据，进行一系列琐碎和标准化的数据分析。