Ocean Energy Modeling and Simulation with Big Data —— Computational Intelligence for System Optimization and Grid Integration

----- 大数据计算智能的海洋能建模与仿真，用于系统优化和网格集成

ISBN: 9780128189047 出版年：2020 页码：371 Khare, Vikas Nema, Savita Baredar, Prashant Butterworth-Heinemann_RM

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 gridsCovers data processing solutions like Hadoop, NoSQL, Map Reduce and Lambda, discussing their applications in ocean energy for system design and optimizationProvides practical exercises that demonstrate the concepts explored in each chapter