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Data Analytics for Renewable Energy Integration. Technologies, Systems and Society = 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data Analytics for Renewable Energy Integration. Technologies, Systems and Society/ edited by Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart Madnick.
其他題名:	6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /
其他作者:	Woon, Wei Lee.
面頁冊數:	X, 167 p. 75 illus., 65 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-04303-2
ISBN:	9783030043032

Data Analytics for Renewable Energy Integration. Technologies, Systems and Society = 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /
Data Analytics for Renewable Energy Integration. Technologies, Systems and Society6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /[electronic resource] :edited by Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart Madnick. - 1st ed. 2018. - X, 167 p. 75 illus., 65 illus. in color.online resource. - Lecture Notes in Artificial Intelligence ;11325. - Lecture Notes in Artificial Intelligence ;9285.

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

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

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Data Analytics for Renewable Energy Integration. Technologies, Systems and Society = 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers /
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