technologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised selected papers /
First Statement of Responsibility
Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart Madnick (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (x, 167 pages) :
Other Physical Details
illustrations (some color)
SERIES
Series Title
Lecture Notes in Artificial Intelligence
Series Title
Lecture notes in computer science ;
Series Title
LNCS sublibrary. SL 7, Artificial intelligence
Volume Designation
11325
GENERAL NOTES
Text of Note
Includes author index.
CONTENTS NOTE
Text of Note
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.
0
SUMMARY OR ABSTRACT
Text of Note
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.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783030043032
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9783030043025
International Standard Book Number
9783030043049
PARALLEL TITLE PROPER
Parallel Title
DARE 2018
TOPICAL NAME USED AS SUBJECT
Data mining, Congresses.
Renewable resource integration-- Data processing, Congresses.
Smart power grids, Congresses.
Alternative & renewable energy sources & technology.
Artificial intelligence.
Business & Economics-- Industries-- Energy Industries.