Data analytics for renewable energy integration : informing the generation and distribution of renewable energy : 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised selected papers /: informing the generation and distribution of renewable energy : 5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised selected papers. (2017)

• Record Type: Book
• Other Titles: DARE 2017
• Further Information: Note: Wei Lee Woon, Zeyar Aung, Oliver Kramer, Stuart Madnick (eds.).
• Editors: Woon, Wei Lee; Aung, Zeyar; (Professor of computer science), Kramer, Oliver; Madnick, Stuart
• Other Names: DARE (Workshop), 5th
• Contents: Imitative learning for online planning in microgrids -- A novel central voltage-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-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-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, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (x, 133 pages), 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 -- Hardware -- Network Hardware; Computers -- Database Management -- Data Mining; Science -- Energy; Business & Economics -- Industries -- Energy Industries; Network hardware; Data mining; Alternative & renewable energy sources & technology; Power generation & distribution; Artificial intelligence; Computer Communication Networks; Data mining; Renewable energy sources; Engineering economy; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9783319716435; 3319716433
• Related ISBNs: 9783319716428; 3319716425
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed December 5, 2017).
• 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.