化学药品制剂制造行业排污许可数字链组数据

化学药品制剂制造行业排污许可数字链组数据，是依据排污许可证技术规范化学药品制剂制造行业进行的模拟填报文件，分别为化学药品制剂制造行业的正确模拟填报和错误模拟填报数据集合。内容主要包括基本情况、生产单元、生产线的生产设施名称、工艺名称、产污环节名称、许可排放限值等文书。该数据集通过清洗和标注后，用于智能算法模型的训练，能迅速识别出用户填报的错误环节，对正确版本需识别为0错误方可认为达到识别目标。工作效率比人工提高了1000%~1500%。也可以作为标准的填报范本作为国家规范的补充文稿。该数据集用于《排污许可信息化智能管理系统》、《企业环境数字化综合管理系统》，极大的提高了生态环境局对于排污许可证发证工作的效率和质量，也提高了企业的排污许可证执行质量和填报工作效率。The Digital Chain Group Dataset for Pollution Discharge Permits in the Pharmaceutical Preparation Manufacturing Industry is a collection of simulated filling documents developed in compliance with the technical specifications for pollution discharge permits applicable to the pharmaceutical preparation manufacturing industry, comprising two datasets: correctly simulated filling records and incorrectly simulated filling records for this industry. The dataset primarily includes documents such as basic information, production units, names of production facilities, process names, names of pollution-generating links, and permitted emission limits for production lines. After data cleaning and annotation, this dataset is used for training intelligent algorithm models to rapidly identify erroneous filling links; for correctly filled versions, the model must output 0 errors to meet the recognition target. Its work efficiency is 1000% to 1500% higher than that of manual work. It can also serve as a standard filling template to supplement national regulatory documents. Applied in the "Intelligent Informatized Management System for Pollution Discharge Permits" and "Enterprise Comprehensive Environmental Digital Management System", this dataset greatly improves the efficiency and quality of pollutant discharge permit issuance work for ecological environment bureaus, while also enhancing the quality of enterprises' pollutant discharge permit implementation and the efficiency of their filling work.