From Data Challenges to Real Time Water Balance in North American Utilities скачать в хорошем качестве

From Data Challenges to Real Time Water Balance in North American Utilities

Building a real-time automated water balance is a growing priority for utilities across North America and around the world. In this video, we explore how municipal utilities can overcome data silos and data availability challenges to gain clearer visibility into non-revenue water and system performance. Learn how existing production, meter, and AMR data can be transformed into reliable decision support for smarter water loss management. The contents of this video include: 0:00 – Introduction 1:01 – What are the most challenging issues? 1:55 – Taking Stock of What’s Available 2:10 – Utilities are Collecting Sufficient Data 3:41 – What’s Standing in the Way? 4:13 – How Does 2025 Compare to 2024? 5:45 – Fighting Water Loss Through Existing Data Assets 6:24 – M36 Water Balance 9:24 – From Data to Decision Support 9:41 – Data Collection 10:22 – Data Aggregation 13:44 – Data Science & Machine Learning 14:42 – Case Study 14:52 – Using Existing Data to Better Understand NRW 16:13 – Production: Cumulative Flow Data 16:50 – Production: Flow Rates 17:52 – Dealing with Data Gaps 19:30 – Consumption: Accessing AMR Data 21:25 – Meter Data Overview 22:58 – Meter Data Reporting 24:15 – Implications On Non-Revenue Water 27:24 – Building a More Accurate Estimate for Missing Meter Data 30:56 – Q&A