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Modern Computational Techniques for Engineering Applications
presents recent computational techniques used in the advancement of
modern grids with the integration of non-conventional energy
sources like wind and solar energy. It covers data analytics tools
for smart cities, smart towns, and smart computing for sustainable
development. This book- Discusses the importance of renewable
energy source applications wind turbines and solar panels for
electrical grids. Presents optimization-based computing techniques
like fuzzy logic, neural networks, and genetic algorithms that
enhance the computational speed. Showcases cloud computing tools
and methodologies such as cybersecurity testbeds and data security
for better accuracy of data. Covers novel concepts on artificial
neural networks, fuzzy systems, machine learning, and artificial
intelligence techniques. Highlights application-based case studies
including cloud computing, optimization methods, and the Industrial
Internet of Things. The book comprehensively introduces modern
computational techniques, starting from basic tools to highly
advanced procedures, and their applications. It further highlights
artificial neural networks, fuzzy systems, machine learning, and
artificial intelligence techniques and how they form the basis for
algorithms. It presents application-based case studies on cloud
computing, optimization methods, blockchain technology, fog and
edge computing, and the Industrial Internet of Things. It will be a
valuable resource for senior undergraduates, graduate students, and
academic researchers in diverse fields, including electrical
engineering, electronics and communications engineering, and
computer engineering.
Discusses IoT-based clean energy to automate the management of wind
and solar farms. Provides solutions to diverse problems of smart
grids such as load frequency and automatic generation control.
Examines the challenges and techniques in improving grid security
using sensor-based IoT systems. Defines smart electrical grid in
managing power fluctuations with the quicker restoration of
electricity. Introduces smart meters to record data on a real-time
basis.
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