Treatment to Tap - securing water quality by extracting value from high resolution sensor network data

该项目将利用在南水网南安普顿地区部署的超过75台多参数水质仪器的国际独一无二的12个月时间序列数据集。该数据集将用于在西门子MindSphere独特的环境中开发和应用分析技术。这一数据集和通过MindSphere的访问将很容易实现：技术转让和为水质分析开发的工具和技术的改编。为非常有限的一次性水质数据集开发的技术将得到推广、增强和验证。机器学习和人工智能快速发展带来的新技术的应用和发展。

This project will take advantage of an internationally unique 12-month period time series data set from deployment of over 75 multi parameter water quality instruments in the Southampton area of Southern Water network. The data set will be made available for development and application of analytical techniques on the unique Siemens MindSphere environment. This dataset and access via MindSphere will readily enable:Technology transfer and adaptation of tools and techniques developed for water quantity analysis to water quality.Techniques developed for very limited one-off example water quality data sets to be generalised, enhanced, and validated. Application and development of new techniques from the rapidly developing word of machine learning and AI.