ChlorineConcentration

This dataset is part of the UCR Archive maintained by University of Southampton researchers. Please cite a relevant or the latest full archive release if you use the datasets. See http://www.timeseriesclassification.com/.

This dataset was defined in a PhD thesis by Lei Li (Carnegie Mellon University). It was produced by EPANET that models the hydraulic and water quality behavior of water distribution piping systems. EPANET can track, in a given water network, the water level and pressure in each tank, the water flow in the pipes and the concentration of a chemical species (Chlorine in this case) throughout the network within a simulated duration. The data set consists of 166 nodes (pipe junctions) and measurement of the Chlorine concentration level at all these nodes during 15 days (one measurement for every 5 minutes, a total of 4310 time ticks).

Donator: L. Li, C. Faloutsos

本数据集属于由南安普敦大学研究人员维护的UCR档案库（UCR Archive）。若使用本数据集，请引用相关版本或最新的完整档案库发布版本，详见 http://www.timeseriesclassification.com/。

本数据集由卡内基梅隆大学的李磊（Lei Li）在其博士论文中首次定义。该数据集由EPANET生成，EPANET是一款用于模拟供水管道系统水力与水质行为的工具。在设定的模拟时长内，EPANET可追踪指定供水网络中各水箱的水位与压力、管道内的水流，以及整个网络内某一化学物质（本案例中为氯）的浓度。本数据集包含166个节点（管道交汇点），记录了15天内所有这些节点的氯浓度水平——每5分钟采集一次数据，总计4310个时间戳。

捐赠者：L. Li、C. Faloutsos