电动滑板车梯控告警分析数据

1、为保障消防安全，一般居民楼禁止电动滑板车入梯，云梯系统记录、分析居民乘梯行为，生成电动滑板车梯控告警数据，梯控告警是摄像头在电梯轿厢门开启到关闭过程中，抓图检测电梯内物体，云端算法检测到禁入物体后，通过梯控信号板使电梯门保持常开，阻止相应物体乘梯，避免潜在安全事故发生；2、本数据帮助物业管理公司制定更加合理的电动滑板车安全管理措施，根据电动滑板车梯控发生的次数，决定电梯安全宣传和电梯维保的频率；3、在发生突发状况时，快速了解现场状况，定位电梯所在位置，及时处理；4、定期对告警数据设备抓图所反映的现场情况进行分析，了解本区域乘梯人的需求和习惯，为物业管理方提供了优化资源配置的依据，使他们能够更精准地调配人员和设施，提升物业服务的响应速度和准确性；5、公开报道一段时间内电动滑板车梯控告警数据，可以提高公众对电动滑板车入梯安全的重视程度。1.通过基于传感器的实时电梯门开关状态检测算法检出处于运行状态的电梯； 2.开启电梯内摄像头抓图服务(抓图频率1FPS),并将图片上传到华为云obs。云端算法服务器从华为云obs拉取到图片后，通过基于深度学习神经网络训练的目标检测算法进行图片检测，输出图片相关属性；3.输出的图片属性包含：目标类型category、目标坐标框box、目标结果置信度score； 4.对输出的目标类型进行识别，若目标类型category=2，表示目标结果为电动滑板车，通过梯控信号板使电梯门保持常开，阻止电动滑板车入梯，告警时间为时间戳，更加精准。

1. To ensure fire safety, electric scooters are generally prohibited from being brought into elevators in residential buildings. The elevator access control system records and analyzes residents' elevator riding behaviors, generating electric scooter elevator access control alert data. Specifically, during the period from the opening to closing of the elevator car door, the camera captures images to detect objects inside the elevator. Once the cloud-based algorithm detects prohibited objects, it triggers the elevator access control signal board to keep the door open, preventing the objects from entering the elevator and avoiding potential safety hazards;
2. This dataset helps property management companies develop more rational safety management measures for electric scooters, and determine the frequency of elevator safety promotions and elevator maintenance based on the number of electric scooter elevator access control alert incidents;
3. In emergency situations, it enables quick understanding of on-site conditions, locating the elevator and facilitating timely handling;
4. Regular analysis of on-site situations reflected by the alert images captured by the equipment helps understand the needs and habits of elevator riders in the area, providing a basis for property managers to optimize resource allocation, accurately deploy personnel and facilities, and improve the response speed and accuracy of property services;
5. Publishing electric scooter elevator access control alert data over a certain period of time can raise public awareness of the safety risks of bringing electric scooters into elevators.
1. Detect operating elevators using a sensor-based real-time elevator door opening and closing state detection algorithm;
2. Enable the in-elevator camera image capture service (with a capture frequency of 1 FPS) and upload the images to Huawei Cloud Object Storage Service (OBS). After the cloud algorithm server pulls the images from Huawei Cloud OBS, it performs image detection using an object detection algorithm trained on deep learning neural networks, and outputs image-related attributes;
3. The output image attributes include: target category, target bounding box, and target detection confidence score;
4. Identify the target category: if the target category is 2, the detected object is an electric scooter. The elevator access control signal board will be triggered to keep the door open, preventing the electric scooter from entering the elevator. The alert time is recorded as a timestamp, ensuring higher accuracy.

搜集汇总

数据集介绍

特点

电动滑板车梯控告警分析数据集包含3001条记录，记录了电动滑板车梯控告警的详细信息，用于消防安全管理和物业管理优化。数据每日更新，应用场景广泛，包括突发状况处理和公众安全意识提升。