國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Data Analytics for Renewable Energy ...

(1998 :)

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energyedited by Wei Lee Woon ... [et al.].
其他題名:	5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /
其他題名:	DARE 2017
其他作者:	Woon, Wei Lee.
團體作者:
出版者:	Cham :Springer International Publishing :2017.
面頁冊數:	x, 133 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Smart power gridsCongresses.
電子資源:	http://dx.doi.org/10.1007/978-3-319-71643-5
ISBN:	9783319716435$q(electronic bk.)

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /
Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /[electronic resource] :DARE 2017edited by Wei Lee Woon ... [et al.]. - Cham :Springer International Publishing :2017. - x, 133 p. :ill., digital ;24 cm. - Lecture notes in computer science,106910302-9743 ;. - Lecture notes in computer science ;4891..

Imitative learning for online planning in microgrids -- A novel central voltage-control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small-scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering-based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.

This book constitutes revised selected papers from the 5th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2017, held in Skopje, Macedonia, in September 2017. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handle topics such as time series forecasting, the detection of faults, cyber security, smart grid and smart cities, technology integration, demand response and many others.

ISBN: 9783319716435$q(electronic bk.)

Standard No.: 10.1007/978-3-319-71643-5doiSubjects--Topical Terms:

701643
Smart power grids
--Congresses.

LC Class. No.: TK3105

Dewey Class. No.: 621.31

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /
LDR:02619nmm a2200349 a 4500 001 525094
003 DE-He213
005 20171116130810.0
006 m d
007 cr nn 008maaau
008 180904s2017 gw s 0 eng d
020 $a 9783319716435$q(electronic bk.)
020 $a 9783319716428$q(paper)
024 7 $a 10.1007/978-3-319-71643-5 $2 doi
035 $a 978-3-319-71643-5
040 $a GP $c GP
041 0 $a eng
050 4 $a TK3105
072 7 $a UYQ $2 bicssc
072 7 $a TJFM1 $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 621.31 $2 23
090 $a TK3105 $b .D217 2017
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy $h [electronic resource] : $b 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers / $c edited by Wei Lee Woon ... [et al.].
246 3 $a DARE 2017
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a x, 133 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 10691
505 0 $a Imitative learning for online planning in microgrids -- A novel central voltage-control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small-scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering-based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.
520 $a This book constitutes revised selected papers from the 5th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2017, held in Skopje, Macedonia, in September 2017. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handle topics such as time series forecasting, the detection of faults, cyber security, smart grid and smart cities, technology integration, demand response and many others.
650 0 $a Smart power grids $v Congresses. $3 701643
650 0 $a Renewable resource integration $v Congresses $x Data processing. $3 702739
650 0 $a Data mining $v Congresses. $3 380776
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 2 4 $a Computer Communication Networks. $3 218087
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
650 2 4 $a Renewable and Green Energy. $3 309696
650 2 4 $a Energy Economics. $3 276499
700 1 $a Woon, Wei Lee. $3 702736
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-71643-5
950 $a Computer Science (Springer-11645)