Schlüsseltechnologien für Big-Data-Anwendungen zur Energiespeicherung
elektronik, Big Data-Technologien und -Anwendungen bis hin zu Forschungsfeldern mit einem hohen disruptiven Potential wie der Quantentechnologie. Folglich bilden die Kenntnis und Anwendung sol-cher Schlüsseltechnologien eine wichtige Grundlage für die Innovationskraft und die zukünftige Wettbewerbsfähigkeit Ostdeutschlands.
What is big data based smart energy management?
The big data driven smart energy management requires complete data governance strategies, as well as organization and control procedures. High quality, standardization and format uniform are the prerequisites of many energy big data-intensive applications. Data integration and sharing.
What is energy big data?
In smart energy systems, the data are not only traditional structured relational data, but also many semi-structured data like the weather data and Web services data, as well as unstructured data like customer behavior data and the audio and video data. The energy big data is a mix of structured, semi-structured and unstructured data .
How can big data improve Smart Energy Management?
In the case of smart energy management, the big data system should perform real time analytics. The stakeholders need to see sensor data, predictions from the AI, and any problems as soon as possible. This way they can take appropriate action based on the information.
Can big Data Drive Smart Energy Management?
To fulfill the potential of energy big data and obtain insights to achieve smart energy management, we present a comprehensive study of big data driven smart energy management. We first discuss the sources and characteristics of energy big data. Also, a process model of big data driven smart energy management is proposed.
Why is energy big data a challenge for traditional IT infrastructure?
The explosive growth of energy big data and the speed requirement for collecting, processing and using of energy data have brought a serious of challenge for traditional IT infrastructure .
How big data is transforming the energy industry?
Big data analytics can provide effective and efficient decision support for all of the producers, operators, customers and regulators in smart grid. Big data is changing the way of energy production and the pattern of energy consumption. Energy big data have brought opportunities and challenges at the same time for us.
