Siemens Smart Grid Division and Teradata announced a global strategic cooperation in the field of big data. Through this collaboration Siemens Smart Grid further optimizes its portfolio of solutions that will provide energy utilities with a much higher level of transparency on the status and activities in their networks.
Data of this scale are generated when utilities operate infrastructure that the Siemens Smart Grid Division has upgraded from traditional networks to smart grids, with enhanced automation, new sensor technology, communication systems and software applications.
A good example is smart meters: 1,000,000 of these devices alone can produce a data volume of up to several petabyte a year. According to IMS Research today there are 178 million smart meters for energy installed, until 2016 this number is expected to rise to 343 million.
While utilities face an increasingly challenging business environment, the emerging IT evolution in the energy sector is proving to be a key competitive solution for utilities. To remain competitive and able to meet ever changing regulatory and economic requirements, utilities have to use both technological and commercial data generated at ever shorter intervals to optimize their systems. Only the ability to collect, organize and analyze this volume and variety of high-velocity data in a way relevant and accessible to business will bring real value to utilities.
Teradata customers such as Southern California Edison and Oklahoma Gas and Electric already manage and analyze large data volumes to deliver the services that keep them at the forefront of the industry. Utilities can quickly assess costs and time needed to restore power if there is a blackout, and thus proactively provide their customers with better information.
Queries about transmission losses relative to manufacturer types, geographical locations, and weather conditions will enable better planning of networks and load flows. Maintenance can be performed based on data about actual wear, rather than on a fixed cycle. Through the implementation of geographical data their workforce can be deployed more efficiently.
Siemens and Teradata will be the first to offer end-to-end integration of operational data with smart meter data for analysis on a single platform, providing an entirely new view on the network.
The companies are jointly developing data models - including providing further enhancements to Teradata's industry leading Utilities Logical Data Model, the fundamental building block for utilities data analytics. The Teradata Utilities Logical Data Model provides the structure and standardization to address crucial business questions, makes data accessible, enables data to be reused in other applications, and allows fast and accurate communication with customers and regulators.