Quent Mitchell Database Technology Coordinator Gibson Electric Membership Corporation qmitchell@gibsonemc.com Electromechanical kWh Meters Meter Readings, Peak Demand, kVA Manually Single Collected Reading Used To Bill Customer Smart Meters kWh Meter Readings, peak demand and kVA readings, voltage readings, interval usage, time of use, blink counts, etc. etc. Either Manually Or Automatically Collected Smart Meters, cont. To start, meters were read every day, but only used a single kWh reading (and possibly peak demand/kVA) for billing. Now, meters are read multiple times per day since we need interval data to bill. What is a MDM? • 1. Storage • 2. Software to Manage the Stored Data Ability to ‘clean’ data through: • Validation - ensuring correctness • Estimation - filling in gaps • Editing - when you need to manually correct data Member Data Presentation In-depth Rate Studies Very Accurate System Load Studies Load Forecasting Demand Response Transformer Sizing Billing TVA Rate Change – Apr 2011 • How can we implement this new rate? • Option 1 – Meter Changes • Option 2 – Use a MDM to leverage existing data TVA Rate Change – Oct 2012 • Same challenges, same options • Not missing reads is even more critical This is only scratching the surface of a MDM’s capabilities and possible uses. A MDM provides the means to give you more value from your metering data. qmitchell@gibsonemc.com