an introduction to theory, modeling with MATLAB/SIMULINK, and the role of soft computing techniques /
S. Sumathi, L. Ashok Kumar, P. Surekha.
1 online resource (xxiv, 790 pages) :
illustrations (some color)
Green energy and technology,
1865-3529
Includes bibliographical references and index.
Introduction -- Application of MATLAB/SIMULINK in Solar PV Systems -- Soft Computing Techniques in Solar PV -- Wind Energy Conversion Systems -- Soft Computing Techniques in WECS -- Hybrid Energy Systems -- Grid Integration Techniques in Renewable Energy Systems -- Harmonic Reduction Techniques in Renewable Energy Systems -- Fuel Cell and Converters -- Appendices.
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This textbook starts with a review of the principles of operation, modeling and control of common solar energy and wind-power generation systems before moving on to discuss grid compatibility, power quality issues and hybrid models of Solar PV and Wind Energy Conversion Systems (WECS). MATLAB/SIMULINK models of fuel cell technology and associated converters are discussed in detail. The impact of soft computing techniques such as neural networks, fuzzy logic, and genetic algorithms in the context of solar and wind energy is explained with practical implementation using MATLAB/SIMULINK models. This book is intended for final year undergraduate, post-graduate and research students interested in understanding the modeling and control of Solar PV and Wind Energy Conversion Systems based on MATLAB/SIMULINK. - Each chapter includes ℓ́ℓLearning Objectivesℓ́ℓ at the start, a ℓ́ℓSummaryℓ́ℓ at the end, and helpful Review Questions - Includes MATLAB/SIMULINK models of different control strategies for power conditioning units in the context of Solar PV - Presents soft computing techniques for Solar PV and WECS, as well as MATLAB/SIMULINK models, e.g. for wind turbine topologies and grid integration - Covers hybrid solar PV and Wind Energy Conversion Systems with converters and MATLAB/SIMULINK models - Reviews harmonic reduction in Solar PV and Wind Energy Conversion Systems in connection with power quality issues - Covers fuel cells and converters with implementation using MATLAB/SIMULINK.
Springer Nature
com.springer.onix. 9783319149417
9783319149400
Photovoltaic power generation-- Computer simulation.
Soft computing.
Wind energy conversion systems-- Computer simulation.
Alternative & renewable energy sources & technology.
Energy technology & engineering.
Photovoltaic power generation-- Computer simulation.
Power generation & distribution.
Power networks, systems, stations & plants.
Science-- Energy.
Soft computing.
Technology & Engineering-- Machinery.
Technology & Engineering-- Power Resources-- General.