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Title
Design optimization of renewable energy systems using advanced optimization algorithms / Venkata Rao Ravipudi, Hameer Singh Keesari.
ISBN
9783030955892 (electronic bk.)
3030955893 (electronic bk.)
9783030955885
3030955885
Published
Cham : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource : illustrations (some color).
Item Number
10.1007/978-3-030-95589-2 doi
Call Number
TJ808 .R38 2022
Dewey Decimal Classification
621.042
Summary
This book describes applications of Jaya and Rao algorithms on real case studies concerning different renewable energy sources. In the last few decades, researchers have focused on renewable energy resources like solar energy, bio-energy, wave energy, ocean thermal energy, tidal energy, geothermal energy, and wind energy. This has resulted in the development of new techniques and tools that could harvest energy from renewable energy sources. Many researchers and scientists have focused on developing and optimizing the energy systems to extract and utilize renewable energy more efficiently. In this book, recently developed Jaya and Rao (Rao-1, Rao-2, and Rao-3) algorithms are introduced for single- and multi-objective optimization of selected renewable energy systems. The results of applications of the different versions of Jaya and Rao algorithms are compared with the other optimization techniques like GA, NSGA-II, PSO, MOPSO, ABC, etc., and the performance of the Jaya and Rao algorithms is highlighted compared to other optimization algorithms in the case of renewable energy systems. The book also includes the validation of different versions of the Jaya and Rao algorithms through the application to complex single- and multi-objective unconstrained benchmark functions. The algorithms and computer codes of different version of Jaya and Rao algorithms are included in the book that will be very much useful to readers in industry and academic research.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 14, 2022).
Series
Green energy and technology.
Available in Other Form
Print version: 9783030955885
Introduction to renewable energy systems and the associated problems
Selected renewable energy systems and formulation of their problems
Advanced engineering optimization techniques and their role in energy systems optimization
Working of Jaya and Rao optimization algorithms and their variants
Multi-attribute decision-making methods and their implementation in energy systems
Optimization of wind farm layouts
Optimization of the selected solar assisted energy systems
Optimization of the selected bio-energy systems
Optimization of hydro energy, geothermal, and ocean thermal energy systems
Concluding remarks.
