上虞区医疗废物在线监测预警数据

利用医疗废物在线监测预警系统实现了全闭环处置流程与全过程监管流程，确保上虞区的医疗废物可视化、透明化、数字化和可追溯监管，为医院和卫监提供了数据分析和决策支持，从而更好了解医疗废物产生情况和趋势，从而制定更有效的废物管理策略。1. 定期收集多家医院在回收、存储和运输等过程的信息，包含废物的种类、数量和产生时间、处理状态等，并将其统一归纳入医疗废物在线监测系统中。系统将收集的信息进行清洗、整合和标准化处理。 2. 利用机器学习和统计学的预测算法，根据历史数据和当前数据，对各个类型的医疗废物的重量、状态和时间进行综合分析。 3. 今日零时至前7日的日平均数比上月日平均值（即30天平均数）低60%，同时比上90天日平均数重量低40%，产生医院日产生医疗废物异常少，存在医疗废物院内丢失风险。 4. 医疗废物处置单位超过48小时未清运医疗废物，存在医疗废物丢失和院内感染风险。The online monitoring and early warning system for medical waste realizes the closed-loop disposal workflow and whole-process supervision process, ensuring visualized, transparent, digitized and traceable supervision of medical waste in Shangyu District. It provides data analysis and decision support for hospitals and health supervision authorities, enabling relevant parties to better understand the generation status and trends of medical waste and formulate more effective waste management strategies. 1. Regularly collect information from multiple hospitals during their recycling, storage, transportation and other processes, including the type, quantity, generation time, treatment status and other details of medical waste, and uniformly incorporate such data into the online medical waste monitoring system. The system cleans, integrates and standardizes the collected data. 2. Utilize machine learning and statistical prediction algorithms to comprehensively analyze the weight, status and generation time of various types of medical waste based on historical and current data. 3. The daily average weight of medical waste generated in the 7 days preceding 0:00 today is 60% lower than the 30-day (monthly) average and 40% lower than the 90-day average. The daily medical waste generation of the affected hospital is abnormally low, indicating a risk of in-hospital loss of medical waste. 4. If a medical waste disposal unit fails to collect and transport medical waste for more than 48 hours, there is a risk of medical waste loss and nosocomial infection.