新昌县医疗废物在线监测预警数据
收藏资源简介：
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、存储和运输等国产的信息，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，产生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。
This dataset is developed based on an online medical waste monitoring and early warning system, which enables full closed-loop disposal workflows and whole-process supervision of medical waste, ensuring visualized, transparent, digitized and traceable supervision over medical waste. It provides data analysis and decision-making support for hospitals and health supervision authorities, helping stakeholders gain better insights into medical waste generation status and trends, and formulate more effective waste management strategies. 1. Regularly collect data from multiple hospitals covering their medical waste recycling, storage, transportation and other operational links, including the type, quantity, generation time and disposal status of the waste, and uniformly integrate all collected data into the online medical waste monitoring system. The system conducts cleaning, integration and standardization processing on the acquired data. 2. Machine learning and statistical prediction algorithms are employed to carry out comprehensive analysis on the weight, status and generation time of various types of medical waste based on historical and real-time data. 3. The daily average medical waste generation from 0:00 of the current day to the prior 7 consecutive days is 60% lower than the 30-day monthly average, and 40% lower than the 90-day average. The hospital's daily medical waste generation is abnormally low, posing a risk of in-hospital loss of medical waste. 4. If medical waste disposal institutions fail to collect and transport medical waste for more than 48 consecutive hours, risks of medical waste loss and nosocomial infection will arise.
