_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
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Computational Intelligence for System Optimization and Grid Integration
Produktdetaljer
ISBN
9780128189054
Publisert
2020
Utgiver
Vendor
Elsevier Butterworth Heinemann
Språk
Product language
Engelsk
Format
Product format
Digital bok