天健餐厨垃圾溯源与食品安全风险预警数据集

本数据由安徽天健生物环保自行生产，无外部数据，核心构成及证明均来自企业自主运营环节：通过处理设备传感器原始采集日志（分拣 / 灭菌传感器）及检测仪器，采集收运轨迹（时间 / 路线 / 车辆编号）、处理参数（灭菌温度 / 分拣纯度）、风险指标（重金属 / 微生物检测值）等设备运转数据，所有数据全链路可追溯。This dataset was independently generated by Anhui Tianjian Bio-Environmental Protection, with no external data utilized. All its core constituents and supporting verification materials originate from the company's independent operation links: Equipment operation data such as collection and transportation trajectories (time, route, vehicle number), processing parameters (sterilization temperature, sorting purity), and risk indicators (heavy metal and microbial test values) are collected through the original acquisition logs of processing equipment sensors (sorting and sterilization sensors) and testing instruments. All data is fully traceable across the entire data chain.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于餐厨垃圾溯源与食品安全风险预警的小型数据集，包含31条记录并每日更新，覆盖从产生到处理的全链路信息，如源头类型、风险等级和处理去向。其特点在于结合随机森林和AI视觉识别算法进行风险分析，并采用去标识化技术保护隐私，旨在支持政府监管和产业链合规，以解决传统溯源断链和风险预警滞后问题。