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The book investigates various MPPT algorithms, and the optimization
of solar energy using machine learning and deep learning. It will
serve as an ideal reference text for senior undergraduate, graduate
students, and academic researchers in diverse engineering domains
including electrical, electronics and communication, computer, and
environmental. This book: Discusses data acquisition by the
internet of things for real-time monitoring of solar cells. Covers
artificial neural network techniques, solar collector optimization,
and artificial neural network applications in solar heaters, and
solar stills. Details solar analytics, smart centralized control
centers, integration of microgrids, and data mining on solar data.
Highlights the concept of asset performance improvement, effective
forecasting for energy production, and Low-power wide-area network
applications. Elaborates solar cell design principles, the
equivalent circuits of single and two diode models, measuring
idealist factors, and importance of series and shunt resistances.
The text elaborates solar cell design principles, the equivalent
circuit of single diode model, the equivalent circuit of two diode
model, measuring idealist factor, and importance of series and
shunt resistances. It further discusses perturb and observe
technique, modified P&O method, incremental conductance method,
sliding control method, genetic algorithms, and neuro-fuzzy
methodologies. It will serve as an ideal reference text for senior
undergraduate, graduate students, and academic researchers in
diverse engineering domains including electrical, electronics and
communication, computer, and environmental.
The text comprehensively discusses the latest Opto-VLSI devices and
circuits useful for healthcare and biomedical applications. It
further emphasizes the importance of smart technologies such as
artificial intelligence, machine learning, and the internet of
things for the biomedical and healthcare industries. Discusses
advanced concepts in the field of electro-optics devices for
medical applications. Presents optimization techniques including
logical effort, particle swarm optimization, and genetic algorithm
to design Opto-VLSI devices and circuits. Showcases the concepts of
artificial intelligence and machine learning for smart medical
devices and data auto-collection for distance treatment. Covers
advanced Opto-VLSI devices including a field-effect transistor and
optical sensors, spintronic, and photonic devices. Highlights
application of flexible electronics in health monitoring and
artificial intelligence integration for better medical devices. The
text presents the advances in the fields of optics and VLSI and
their applicability in diverse areas including biomedical
engineering, and the healthcare sector. It covers important topics
such as FET biosensors, optical biosensors, and advanced optical
materials. It further showcases the significance of smart
technologies such as artificial intelligence, machine learning, and
the internet of things for the biomedical and healthcare
industries. It will serve as an ideal design book for senior
undergraduate, graduate students, and academic researchers in the
fields including electrical engineering, electronics and
communication engineering, computer engineering, and biomedical
engineering
Electronic Devices, Circuits, and Systems for Biomedical
Applications: Challenges and Intelligent Approaches explains the
latest information on the design of new technological solutions for
low-power, high-speed efficient biomedical devices, circuits and
systems. The book outlines new methods to enhance system
performance, provides key parameters to explore the electronic
devices and circuit biomedical applications, and discusses
innovative materials that improve device performance, even for
those with smaller dimensions and lower costs. This book is ideal
for graduate students in biomedical engineering and medical
informatics, biomedical engineers, medical device designers, and
researchers in signal processing.
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.
This book facilitates the VLSI-interested individuals with not only
in-depth knowledge, but also the broad aspects of it by explaining
its applications in different fields, including image processing
and biomedical. The deep understanding of basic concepts gives you
the power to develop a new application aspect, which is very well
taken care of in this book by using simple language in explaining
the concepts. In the VLSI world, the importance of hardware
description languages cannot be ignored, as the designing of such
dense and complex circuits is not possible without them. Both
Verilog and VHDL languages are used here for designing. The current
needs of high-performance integrated circuits (ICs) including low
power devices and new emerging materials, which can play a very
important role in achieving new functionalities, are the most
interesting part of the book. The testing of VLSI circuits becomes
more crucial than the designing of the circuits in this nanometer
technology era. The role of fault simulation algorithms is very
well explained, and its implementation using Verilog is the key
aspect of this book. This book is well organized into 20 chapters.
Chapter 1 emphasizes on uses of FPGA on various image processing
and biomedical applications. Then, the descriptions enlighten the
basic understanding of digital design from the perspective of HDL
in Chapters 2-5. The performance enhancement with alternate
material or geometry for silicon-based FET designs is focused in
Chapters 6 and 7. Chapters 8 and 9 describe the study of
bimolecular interactions with biosensing FETs. Chapters 10-13 deal
with advanced FET structures available in various shapes, materials
such as nanowire, HFET, and their comparison in terms of device
performance metrics calculation. Chapters 14-18 describe different
application-specific VLSI design techniques and challenges for
analog and digital circuit designs. Chapter 19 explains the VLSI
testability issues with the description of simulation and its
categorization into logic and fault simulation for test pattern
generation using Verilog HDL. Chapter 20 deals with a secured VLSI
design with hardware obfuscation by hiding the IC's structure and
function, which makes it much more difficult to reverse engineer.
The fundamental principles of electronic device and circuit design
are discussed in a clear and detailed manner along with explanatory
diagrams. Various IoT-based smart applications in different fields
along with challenges and issues along with prospects of IoT for
future applications have also been discussed. The chapters delve
into myriad aspects of circuit design, including MOSFET structures
depending on their low power applications for IoT-enabled systems,
advanced sensor design and fabrication using MEMS, indirect
bootstrap techniques, efficient CMOS comparators, various
encryption-decryption algorithms, IoT video forensics applications,
microstrip patch antennas in embedded IoT applications, real-time
object detection using sound, IOT and nanotechnologies based
wireless sensors, and much more. It also introduces logic BIST
using BS-CFSR for electronic devices that can be part of many
applications in many industries, such as defense, automotive,
banking, computer, healthcare, networking, and telecommunication.
The impact of the proposed book is to provide a significant area of
concern to develop a foundation for the implementation process
renewable energy system with intelligent techniques. The
researchers working on a renewable energy system can correlate
their work with intelligent and machine learning approaches. To
make aware of the international standards for intelligent renewable
energy systems design, reliability and maintenance. To give better
incites of the solar cell, biofuels, wind and other renewable
energy system design and characterization, including the equipment
for smart energy systems.
This book facilitates the VLSI-interested individuals with not only
in-depth knowledge, but also the broad aspects of it by explaining
its applications in different fields, including image processing
and biomedical. The deep understanding of basic concepts gives you
the power to develop a new application aspect, which is very well
taken care of in this book by using simple language in explaining
the concepts. In the VLSI world, the importance of hardware
description languages cannot be ignored, as the designing of such
dense and complex circuits is not possible without them. Both
Verilog and VHDL languages are used here for designing. The current
needs of high-performance integrated circuits (ICs) including low
power devices and new emerging materials, which can play a very
important role in achieving new functionalities, are the most
interesting part of the book. The testing of VLSI circuits becomes
more crucial than the designing of the circuits in this nanometer
technology era. The role of fault simulation algorithms is very
well explained, and its implementation using Verilog is the key
aspect of this book. This book is well organized into 20 chapters.
Chapter 1 emphasizes on uses of FPGA on various image processing
and biomedical applications. Then, the descriptions enlighten the
basic understanding of digital design from the perspective of HDL
in Chapters 2-5. The performance enhancement with alternate
material or geometry for silicon-based FET designs is focused in
Chapters 6 and 7. Chapters 8 and 9 describe the study of
bimolecular interactions with biosensing FETs. Chapters 10-13 deal
with advanced FET structures available in various shapes, materials
such as nanowire, HFET, and their comparison in terms of device
performance metrics calculation. Chapters 14-18 describe different
application-specific VLSI design techniques and challenges for
analog and digital circuit designs. Chapter 19 explains the VLSI
testability issues with the description of simulation and its
categorization into logic and fault simulation for test pattern
generation using Verilog HDL. Chapter 20 deals with a secured VLSI
design with hardware obfuscation by hiding the IC's structure and
function, which makes it much more difficult to reverse engineer.
This reference text discusses intelligent robotic and drone
technology with embedded Internet of Things (IoT) for smart
applications. The text discusses future directions of optimization
methods with various engineering and science fundamentals used in
robotics and drone-based applications. Its emphasis is on covering
deep learning and similar models of neural network-based learning
techniques employed in solving optimization problems of different
engineering and science applications. It covers important topics
including sensors and actuators in the internet of things (IoT),
internet-of-robotics-things (IoRT), IoT in agriculture and food
processing, routing challenges in flying Ad-hoc networks, and smart
cities. The book will serve as a useful text for graduate students
and professionals in the fields of electrical engineering,
electronics engineering, computer science, and mechanical
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.
The text comprehensively discusses the essentials of the Internet
of Things (IoT), machine learning algorithms, industrial and
medical IoT, robotics, data analytics tools, and technologies for
smart cities. It further covers fundamental concepts, advanced
tools, and techniques, along with the concept of energy-efficient
systems. It also highlights software and hardware interfacing into
the IoT platforms and systems for better understanding. It will
serve as an ideal reference text for senior undergraduate, graduate
students, and academic researchers in the fields of electrical
engineering, electronics and communication engineering, and
computer engineering. Features: Covers cognitive Internet of Things
and emerging network, IoT in robotics, smart cities, and health
care Discusses major issues in the field of the IoTsuch as scalable
and secure issues, energy-efficient, and actuator devices
Highlights the importance of industrial and medical IoT Illustrates
applications of the IoT in robotics, smart grid, and smart cities
Presents real-time examples for better understanding The text
comprehensively discusses design principles, modernization
techniques, advanced developments in artificial intelligence.This
will be helpful for senior undergraduates, graduate students, and
academic researchers in diverse engineering fields including
electrical, electronics and communication, and computer science.
This book deals with some emerging semiconductor devices and their
applications in terms of electronic circuits. The basic concept
plays a key role in development of any new electronic devices and
circuits. The implementation of complex integrated circuits becomes
easier with understanding of basic concepts of solid state devices
and its circuit behavior. The book covers the latest trends in
development of advanced electronic devices and applications for
undergraduate, graduate and post graduate level courses. It
combines the right blend of theory and practice to present a
simplified and methodical way to develop researchers' understanding
of the clarity between theoretical, practical and simulated results
in the analysis of solid state devices, circuit characteristics and
other important issues based on their applications. The book also
covers the broad applications of electronic devices in biomedical
and low power portable smart IOT systems. This book is well
organized into 13 chapters. Chapters 1 to 4 cover design of low
power FET devices compatible to technology scaling trends meeting
required performance enhancement in terms of power, delay and
speed. Chapter 5 and 6 are focused on analog application of CMOS
technology. Chapter 7 describes power MOSFET design with advance
materials for lowest possible on-resistance resulting into enhance
performance. Chapter 8 deals with biomedical application of advance
electronic devices introducing new materials and structure. Chapter
9 introduces a neuromorphic model and real-time simulation for the
study of biological neuron model in the human body on circuit
level. Chapter 10 and 11 presents the applications of sensors
growing over a wide range of sensing targets along with advance
sensing technology for human-computer interaction. Chapter 12 and
13 describe optoelectronic devices like photodetectors, optical
sensors and solar cells etc.
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