嘉善电梯各维保单位救援效率分析数据
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采集和统计嘉善县电梯故障和救援情况,分析嘉善县各维保单位负责电梯出现故障的数量、救援时间以及救援效率。帮助各维保单位优化安全管理作业人员配置;当地监管部门根据各维保单位的救援效率分析,对救援效率均分较低的维保单位进行约谈、加强监管,提高日常维护频率和内容,减少电梯安全隐患。1、数据采集:以单一电梯为区分标准,通过电梯物联网设备和接警平台,采集电梯发生故障的时间和对应的维保单位到场和救援的时间。 2、数据处理:对采集到的原始数据进行清洗、分析、整理等方式,获取所需要的数据:电梯注册编号、电梯唯一码、电梯所在地点、维保单位、到达时间、救援时间等。救援效率指数=到达时间(分钟)*1.5+救援时间(分钟)。救援赋分:救援效率指数<40给定10分;救援效率指数大于等于40,小于50的,给定6分;救援效率指数大于等于50,小于60的,给定3分;救援效率指数大于等于60的,给定0分。维保单位救援效率均分 = 维保单位救援赋分总和/电梯救援总次数。对维保单位救援效率均分低于5分的判定为救援效率低;对大于等于5分,小于7分的判定为救援效率中;对大于等于7分的判定为救援效率高。 3、数据分析:通过Finereport软件将维保单位故障发生频率制作成可视化图表,直观反应各维保单位的救援效率,对单位救援效率均分低于5分的维保单位进行约谈,督促维保单位加强在事故发生后处理问题的能力
This dataset collects and tabulates elevator malfunctions and rescue operations in Jiashan County, and analyzes the number of faulty elevators under the purview of each elevator maintenance unit, as well as their on-site arrival times, rescue durations, and overall rescue efficiency. It serves two core purposes: first, assisting elevator maintenance units in optimizing the allocation of their safety management personnel; second, enabling local regulatory authorities to conduct targeted talks with maintenance units with low average rescue efficiency, strengthen supervision over such entities, increase the frequency and comprehensiveness of daily maintenance work, and thus reduce elevator safety hazards. 1. Data Collection: Taking a single elevator as the basic statistical unit, collect the timestamp when each elevator malfunctions, as well as the on-site arrival time and total rescue duration of the responsible maintenance unit, via elevator IoT devices and official alarm receiving platforms. 2. Data Processing: Clean, filter, analyze and organize the collected raw data to extract required data fields including elevator registration number, unique elevator identification code, exact location of the elevator, responsible maintenance unit, on-site arrival time, and total rescue duration. The rescue efficiency index is calculated as: Rescue Efficiency Index = Arrival Time (minutes) * 1.5 + Rescue Time (minutes). The scoring rule for rescue efficiency is as follows: 10 points if the index is less than 40; 6 points if the index is >=40 and <50; 3 points if the index is >=50 and <60; 0 points if the index is >=60. The average rescue efficiency score of a maintenance unit is calculated as: Average Rescue Efficiency Score = Total Rescue Efficiency Score of the Unit / Total Number of Elevator Rescue Incidents. A maintenance unit is categorized as having low rescue efficiency if its average score is below 5, medium efficiency if the average score is >=5 and <7, and high efficiency if the average score is >=7. 3. Data Analysis: Use Finereport software to create visual charts illustrating the fault occurrence frequency of each elevator maintenance unit, so as to intuitively reflect the rescue efficiency of all units. Conduct targeted talks with maintenance units with an average rescue efficiency score below 5, and urge them to enhance their post-accident problem-solving and emergency response capabilities.




