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Big data from smart...
Big data from smart grids
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- Bagheri, Azam (author)
- Luleå tekniska universitet,Energivetenskap,Luleå tekniska universitet (LTU),Luleå University of Technology (LTU)
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- Bollen, Math (author)
- Luleå tekniska universitet,Energivetenskap
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- Gu, Irene Yu-Hua, 1953 (author)
- Signal Processing group, Chalmers University of Technology,Chalmers tekniska högskola,Chalmers University of Technology
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- Bollen, Mathias, 1960 (author)
- Luleå tekniska universitet (LTU),Luleå University of Technology (LTU)
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(creator_code:org_t)
- New York : Institute of Electrical and Electronics Engineers (IEEE), 2018
- 2018
- English.
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In: 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2017. - New York : Institute of Electrical and Electronics Engineers (IEEE). - 9781538619537
- Related links:
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https://doi.org/10.1...
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Abstract
Subject headings
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- This paper gives a general introduction to “Big Data” in general and to Big Data in smart grids in particular. Large amounts of data (Big Data) contains a lots of information, however developing the analytics to extract such information is a big challenge due to some of the particular characteristics of Big Data. This paper investigates some existing analytic algorithms, especially deep learning algorithms, as tools for handling Big Data. The paper also explains the potential for deep learning application in smart grids.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Annan elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Other Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Signalbehandling (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Signal Processing (hsv//eng)
Keyword
- Smart grid
- Big Data
- deep learning
- power quality
- voltage dip
- Electric Power Engineering
- Elkraftteknik
Publication and Content Type
- ref (subject category)
- kon (subject category)
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