Oil Filter Pollution Data

该数据集是一份关于碎纸机中机油滤清器污染的时间序列数据，包含了温度和压力等特征。除了时间戳和污染值，数据集还包含了其他附加特征。这些数据用于预测未来的污染值，以便尽早发现高污染值，从而预防机器故障。该数据集规模为10,200行数据，任务是对时间序列进行预测，同时进行变点检测。

This is a time-series dataset concerning oil filter contamination in a shredder, incorporating features such as temperature and pressure. In addition to timestamps and contamination values, the dataset also contains other supplementary features. These data are intended for predicting future contamination levels, enabling early detection of elevated contamination levels and thus preventing machine failures. The dataset consists of 10,200 data rows, with the target tasks being time series prediction and change point detection.