Ocean Energy Modeling and Simulation with Big Data
  • Publisher : Butterworth-Heinemann
  • Release : 01 May 2020
  • ISBN : 0128189045
  • Page : 320 pages
  • Rating : /5 from voters
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Download or read online book entitled Ocean Energy Modeling and Simulation with Big Data, was written by Vikas Khare and published by Butterworth-Heinemann in pdf, epub and kindle format. This book was released on 01 May 2020 with total pages 320. Ocean Energy Modeling and Simulation with Big Data: Computational Intelligence for System Optimization and Grid Integration offers the fundamental and practical aspects of big data solutions applied to ocean and offshore energy systems. The book explores techniques for assessment of tidal, wave and offshore wind energy systems. It presents the use of data mining software to simulate systems and Hadoop technology to evaluate control systems. The use of Map Reduce algorithms in systems optimization is examined, along with the application of NoSQL in systems management. Actual data collection through web-based applications and social networks is discussed, along with practical applications of recommendations. Introduces computational methods for processing and analyzing data to predict ocean energy system production, assess their efficiency, and ensure their reliable connection to power grids Covers data processing solutions like Hadoop, NoSQL, Map Reduce and Lambda, discussing their applications in ocean energy for system design and optimization Provides practical exercises that demonstrate the concepts explored in each chapter