Reverse Osmosis Membrane Fouling Data

The Orange County reverse osmosis (RO) dataset contains data collected daily from 21 units of RO membranes from January, 1, 2019 to January 13, 2020. They are categorized into seven banks (a.k.a., arrays) labeled with a letter A to G, and each one is further split into three stages (1 to 3). The number of membrane elements installed in each stage of the array are 77, 49, and 24, respectively. The purpose of this dataset is to investigate the impact of influent water quality, seasonality, and temperature on membrane fouling in the third stage of each bank.奥兰治县反渗透（Reverse Osmosis, RO）数据集收录了2019年1月1日至2020年1月13日期间，21台反渗透膜组件的每日监测数据。该数据集的21台膜组件被划分为7个组（又称阵列，arrays），编号依次为A至G；每个组进一步分为3个运行阶段（阶段1至阶段3）。每组阵列的三个阶段分别安装有77、49和24个膜元件。本数据集旨在探究进水水质、季节性变化与水温对各组第三阶段膜污染的影响机制。