Data analytics for renewable energy integration : technologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised selected papers /: technologies, systems and society : 6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised selected papers. (2018)

• Record Type: Book
• Other Titles: DARE 2018
• Further Information: Note: Wei Lee Woon, Zeyar Aung, Alejandro Catalina Feliú, Stuart Madnick (eds.).
• Editors: Woon, Wei Lee; Aung, Zeyar; Feliú, Alejandro Catalina; Madnick, Stuart E
• Other Names: DARE (Workshop), 6th
• Contents: 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.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (x, 167 pages), illustrations (some color)
• Subjects: 621.31; Smart power grids -- Congresses; Renewable resource integration -- Data processing -- Congresses; Data mining -- Congresses; Artificial Intelligence; Computer Communication Networks; Data Mining and Knowledge Discovery; Renewable and Green Energy; Energy Policy, Economics and Management; Data mining; Smart power grids; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783030043032; 3030043037
• Related ISBNs: 9783030043025
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed November 28, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.