語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Data analytics for smart grids applications--a key to smart city development
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Data analytics for smart grids applications--a key to smart city development/ edited by Devendra Kumar Sharma ... [et al.].
其他作者:
Sharma, Devendra Kumar.
出版者:
Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:
xxvi, 451 p. :illustrations (chiefly color), digital ; : 24 cm.;
Contained By:
Springer Nature eBook
標題:
Big Data. -
電子資源:
https://doi.org/10.1007/978-3-031-46092-0
ISBN:
9783031460920
Data analytics for smart grids applications--a key to smart city development
Data analytics for smart grids applications--a key to smart city development
[electronic resource] /edited by Devendra Kumar Sharma ... [et al.]. - Cham :Springer Nature Switzerland :2023. - xxvi, 451 p. :illustrations (chiefly color), digital ;24 cm. - Intelligent systems reference library,v. 2471868-4408 ;. - Intelligent systems reference library ;v. 3..
Data Analytics For Smart Grids And Applications - Present And Future Directions -- Design, Optimization and Performance Analysis of Microgrids using Multi-Agent Q-Learning -- Big Data Analytics for Smart Grid: A Review on State-of- Art Techniques and Future Directions -- Smart Grid Management for Smart City Infrastructure using Wearable Sensors -- Studies on Conventional and Advanced Machine Learning Algorithm towards Framing of Robust Data analytics for the Smart Grid Application -- Prediction and Classification For Smart Grid Applications -- A Review on Smart Metering Using Artificial Intelligence and Machine Learning Techniques: Challenges and Solutions.
This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.
ISBN: 9783031460920
Standard No.: 10.1007/978-3-031-46092-0doiSubjects--Topical Terms:
1017136
Big Data.
LC Class. No.: TK3105
Dewey Class. No.: 621.31
Data analytics for smart grids applications--a key to smart city development
LDR
:02911nam a2200337 a 4500
001
1119805
003
DE-He213
005
20231129140200.0
006
m d
007
cr nn 008maaau
008
240612s2023 sz s 0 eng d
020
$a
9783031460920
$q
(electronic bk.)
020
$a
9783031460913
$q
(paper)
024
7
$a
10.1007/978-3-031-46092-0
$2
doi
035
$a
978-3-031-46092-0
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
TK3105
072
7
$a
UN
$2
bicssc
072
7
$a
COM018000
$2
bisacsh
072
7
$a
UN
$2
thema
082
0 4
$a
621.31
$2
23
090
$a
TK3105
$b
.D232 2023
245
0 0
$a
Data analytics for smart grids applications--a key to smart city development
$h
[electronic resource] /
$c
edited by Devendra Kumar Sharma ... [et al.].
260
$a
Cham :
$c
2023.
$b
Springer Nature Switzerland :
$b
Imprint: Springer,
300
$a
xxvi, 451 p. :
$b
illustrations (chiefly color), digital ;
$c
24 cm.
490
1
$a
Intelligent systems reference library,
$x
1868-4408 ;
$v
v. 247
505
0
$a
Data Analytics For Smart Grids And Applications - Present And Future Directions -- Design, Optimization and Performance Analysis of Microgrids using Multi-Agent Q-Learning -- Big Data Analytics for Smart Grid: A Review on State-of- Art Techniques and Future Directions -- Smart Grid Management for Smart City Infrastructure using Wearable Sensors -- Studies on Conventional and Advanced Machine Learning Algorithm towards Framing of Robust Data analytics for the Smart Grid Application -- Prediction and Classification For Smart Grid Applications -- A Review on Smart Metering Using Artificial Intelligence and Machine Learning Techniques: Challenges and Solutions.
520
$a
This book introduces big data analytics and corresponding applications in smart grids. The characterizations of big data, smart grids as well as a huge amount of data collection are first discussed as a prelude to illustrating the motivation and potential advantages of implementing advanced data analytics in smart grids. Basic concepts and the procedures of typical data analytics for general problems are also discussed. The advanced applications of different data analytics in smart grids are addressed as the main part of this book. By dealing with a huge amount of data from electricity networks, meteorological information system, geographical information system, etc., many benefits can be brought to the existing power system and improve customer service as well as social welfare in the era of big data. However, to advance the applications of big data analytics in real smart grids, many issues such as techniques, awareness, and synergies have to be overcome. This book provides deployment of semantic technologies in data analysis along with the latest applications across the field such as smart grids.
650
2 4
$a
Big Data.
$3
1017136
650
2 4
$a
Computational Intelligence.
$3
768837
650
1 4
$a
Data Engineering.
$3
1226308
650
0
$a
Smart cities.
$3
1207137
650
0
$a
Big data.
$3
981821
650
0
$a
Smart power grids
$x
Data processing.
$3
1140047
700
1
$a
Sharma, Devendra Kumar.
$e
editor.
$3
1316814
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
830
0
$a
Intelligent systems reference library ;
$v
v. 3.
$3
775129
856
4 0
$u
https://doi.org/10.1007/978-3-031-46092-0
950
$a
Intelligent Technologies and Robotics (SpringerNature-42732)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入