Big Data Issues in Smart Grids: A Survey
| Autor: | Maedeh Ghorbanian, Pierluigi Siano, Sarineh Hacopian Dolatabadi |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
021103 operations research
Computer Networks and Communications business.industry Computer science Internet of Things Big data 0211 other engineering and technologies smart grids (SGs) 02 engineering and technology Data science Computer Science Applications Smart power Electric power system Smart grid energy survey Control and Systems Engineering Information and Communications Technology Key (cryptography) Electrical and Electronic Engineering business Information Systems |
| Zdroj: | IEEE Systems Journal. 13:4158-4168 |
| ISSN: | 2373-7816 1932-8184 |
| DOI: | 10.1109/jsyst.2019.2931879 |
| Popis: | The smart power systems are based upon information and communication technologies, which lead to a deluge of data originating from various sources. To address these challenges concerning accumulated voluminous data, big data analysis in smart power systems is inevitable. This article comprehensively surveys the literature related to the big data issues in smart power systems. The background and motivation of the big data paradigm in smart power systems are first provided, and then the major issues related to the architectures, the key technologies, and standardizations of big data analytics in smart power systems are analyzed. Also, the potential applications of big data in smart power systems based upon the state-of-the-art research are highlighted. Finally, the future issues and challenges of the big data issues in modern power systems are discussed. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|