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Data analytics for renewable energy ...

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Data analytics for renewable energy integrationtechnologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data analytics for renewable energy integrationedited by Wei Lee Woon ... [et al.].
Reminder of title:	technologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018 : revised selected papers /
remainder title:	DARE 2018
other author:	Woon, Wei Lee.
corporate name:
Published:	Cham :Springer International Publishing :2018.
Description:	x, 167 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Smart power gridsCongresses.
Online resource:	https://doi.org/10.1007/978-3-030-04303-2
ISBN:	9783030043032$q(electronic bk.)

Data analytics for renewable energy integrationtechnologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018 : revised selected papers /
Data analytics for renewable energy integrationtechnologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018 : revised selected papers /[electronic resource] :DARE 2018edited by Wei Lee Woon ... [et al.]. - Cham :Springer International Publishing :2018. - x, 167 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,113250302-9743 ;. - Lecture notes in computer science ;4891..

Mathematical Optimization of Design Parameters of Photovoltaic Module -- Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features -- Sampling Strategies for Representative Time Series in Load Flow Calculations -- Probabilistic Graphs for Sensor Data-driven Modelling of Power Systems at Scale -- Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation -- Deep Learning for Wave Height Classification in Satellite Images for Offshore Wind Access -- Contribution Machine learning as Surrogate to Building Performance Simulation: A Building Design Optimization Application -- Clustering River Basins using Time-Series Data Mining on Hydroelectric Energy Generation -- Short-Term Electricity Consumption Forecast using Datasets of Various Granularities? -- Intelligent Monitoring of Transformer Insulation using Convolutional Neural Networks -- Nonintrusive Load Monitoring based on Deep Learning -- Urban Climate Data Sensing, Warehousing, and Analysis: A Case Study in the City of Abu Dhabi, United Arab Emirates.

This book constitutes the revised selected papers from the 6th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, held in Dublin, Ireland, in September 2018. The 9 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: 9783030043032$q(electronic bk.)

Standard No.: 10.1007/978-3-030-04303-2doiSubjects--Topical Terms:

701643
Smart power grids
--Congresses.

LC Class. No.: TK3105

Dewey Class. No.: 621.31

Data analytics for renewable energy integrationtechnologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018 : revised selected papers /
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520 $a This book constitutes the revised selected papers from the 6th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, held in Dublin, Ireland, in September 2018. The 9 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.
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