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Data Analytics for Renewable Energy ...

DARE (Workshop) (2017 :)

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Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy = 5th 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 Energy/ edited 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:	DARE (Workshop)
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	x, 133 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer eBooks
標題:	Smart power grids - Congresses. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-71643-5
ISBN:	9783319716435

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy = 5th 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 ;10691..

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

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

3216669
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 Energy = 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017 : revised selected papers /
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