Data analytics for renewable energy integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /: Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers. ([2015])

• Record Type: Book
• Other Titles: DARE 2015
• Further Information: Note: Wei Lee Woon, Zeyar Aung, Stuart Madnick (Eds.).
• Editors: Woon, Wei Lee; Aung, Zeyar; Madnick, Stuart E
• Other Names: DARE (Workshop), 3rd
• Contents: Imitative learning for online planning in microgrids -- A novel central voltage{u2010}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{u2010}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{u2010}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.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Extent: 1 online resource, illustrations
• Subjects: 621.31; Computer science; Smart power grids -- Congresses; Renewable resource integration -- Congresses -- Data processing; Data mining -- Congresses; Data mining; Renewable resource integration; Smart power grids; Computers -- Database Management -- Data Mining; Science -- Energy; Computers -- Data Processing; Business & Economics -- Industries -- Energy Industries; Data mining; Alternative & renewable energy sources & technology; Mathematical theory of computation; Power generation & distribution; Artificial intelligence; Data mining; Renewable energy sources; Engineering economy; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319274300; 3319274309
• Related ISBNs: 9783319274294; 3319274295
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed December 14, 2015).
• 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.