Big Data management in smart grid: concepts, requirements and implementation
| Autor: | Abdelhak Aqqal, Aziz Dahbi, Houda Daki, Abdelfattah Haidine, Asmaa El Hannani |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
Big Data
Information Systems and Management lcsh:Computer engineering. Computer hardware Computer Networks and Communications Computer science 020209 energy Data management Big data Context (language use) lcsh:TK7885-7895 02 engineering and technology Smart grid computer.software_genre Communication systems lcsh:QA75.5-76.95 Demand response AMI SCADA 0202 electrical engineering electronic engineering information engineering Information system Database lcsh:T58.5-58.64 business.industry lcsh:Information technology 020206 networking & telecommunications Hardware and Architecture Systems engineering Electricity lcsh:Electronic computers. Computer science business computer Information Systems |
| Zdroj: | Journal of Big Data, Vol 4, Iss 1, Pp 1-19 (2017) |
| ISSN: | 2196-1115 |
| DOI: | 10.1186/s40537-017-0070-y |
| Popis: | A smart grid is an intelligent electricity grid that optimizes the generation, distribution and consumption of electricity through the introduction of Information and Communication Technologies on the electricity grid. In essence, smart grids bring profound changes in the information systems that drive them: new information flows coming from the electricity grid, new players such as decentralized producers of renewable energies, new uses such as electric vehicles and connected houses and new communicating equipments such as smart meters, sensors and remote control points. All this will cause a deluge of data that the energy companies will have to face. Big Data technologies offers suitable solutions for utilities, but the decision about which Big Data technology to use is critical. In this paper, we provide an overview of data management for smart grids, summarise the added value of Big Data technologies for this kind of data, and discuss the technical requirements, the tools and the main steps to implement Big Data solutions in the smart grid context. |
| Databáze: | OpenAIRE |
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