Ocean Energy Modeling and Simulation with Big Data
  • Release Date : 01 May 2020
  • Publisher : Butterworth-Heinemann
  • Genre : Science
  • Pages : 320 pages
  • ISBN 13 : 0128189045
Ratings: 4
From 235 Voters
Get This Book

Download or read book entitled Ocean Energy Modeling and Simulation with Big Data by author: Vikas Khare which was release on 01 May 2020 and published by Butterworth-Heinemann with total page 320 pages . This book available in PDF, EPUB and Kindle Format. 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