Indoor Laboratory Fire Dataset

This dataset contains time-series data of 8 controlled fire laboratory experiments in which 4 experiments were conducted using electric fire source, 2 experiments were conducted using paperboard carton source, and the other 2 experiments were conducted using clothing source. For each experiment, the sensor measurements of humidity, temperature, MQ139, TVOC, and eCO2 were recorded at the beginning when the fires were triggered to the point end when the fire alarm gets activated/sets off. Each CSV file represents time-series data for a specific fire source e.g., carton, electrical, and clothing fire.

本数据集包含8组受控火灾实验室实验的时序数据，其中4组实验采用电火源，2组采用纸板箱火源，剩余2组采用衣物火源。针对每一组实验，记录了从火灾触发初始时刻至火灾警报触发时刻的湿度、温度、MQ139传感器、总挥发性有机化合物（TVOC, Total Volatile Organic Compounds）以及等效二氧化碳浓度（eCO2, equivalent CO2）的传感器测量数据。每个CSV文件对应一类火源的时序数据，例如纸板箱火灾、电气火灾与衣物火灾。

搜集汇总

背景与挑战

背景概述

该数据集包含8个室内实验室火灾实验的时间序列数据，涉及电火、纸板箱火和衣物火三种火源类型，记录了湿度、温度、MQ139、TVOC和eCO2等传感器测量值，从火灾触发到警报激活全程覆盖。数据以CSV文件形式存储，每个文件对应特定火源的实验，适用于火灾检测和传感器性能分析研究。