Computational Intelligence Paradigms For Optimization Problems Using Matlab Simulink

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Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

S. Sumathi,L. Ashok Kumar,Surekha. P
Computational Intelligence Paradigms for Optimization Problems Using MATLAB SIMULINK Book PDF

Author : S. Sumathi,L. Ashok Kumar,Surekha. P
Publisher : CRC Press
Page : 601 pages
File Size : 45,9 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781498743716

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Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® by S. Sumathi,L. Ashok Kumar,Surekha. P Pdf

Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications. Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems. Focusing on the practical implementation of CI techniques, this book: Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB® m-files and Simulink® models Includes experimental analyses and results of test systems Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

S. Sumathi,L. Ashok Kumar,Surekha. P
Computational Intelligence Paradigms for Optimization Problems Using MATLAB SIMULINK Book PDF

Author : S. Sumathi,L. Ashok Kumar,Surekha. P
Publisher : CRC Press
Page : 0 pages
File Size : 45,6 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 1498743714

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Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® by S. Sumathi,L. Ashok Kumar,Surekha. P Pdf

Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications. Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems. Focusing on the practical implementation of CI techniques, this book: Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB® m-files and Simulink® models Includes experimental analyses and results of test systems Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

S. Sumathi,L. Ashok Kumar,Surekha. P
Computational Intelligence Paradigms for Optimization Problems Using MATLAB SIMULINK Book PDF

Author : S. Sumathi,L. Ashok Kumar,Surekha. P
Publisher : CRC Press
Page : 731 pages
File Size : 45,6 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781498743723

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Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® by S. Sumathi,L. Ashok Kumar,Surekha. P Pdf

Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications. Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems. Focusing on the practical implementation of CI techniques, this book: Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB® m-files and Simulink® models Includes experimental analyses and results of test systems Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.

Computational Intelligence Paradigms

S. Sumathi,Surekha Paneerselvam
Computational Intelligence Paradigms Book PDF

Author : S. Sumathi,Surekha Paneerselvam
Publisher : CRC Press
Page : 853 pages
File Size : 55,6 Mb
Release : 2010-01-05
Category : Computers
ISBN : 9781439809037

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Computational Intelligence Paradigms by S. Sumathi,Surekha Paneerselvam Pdf

Offering a wide range of programming examples implemented in MATLAB, Computational Intelligence Paradigms: Theory and Applications Using MATLAB presents theoretical concepts and a general framework for computational intelligence (CI) approaches, including artificial neural networks, fuzzy systems, evolutionary computation, genetic algorithms and pr

Computational Intelligence in Expensive Optimization Problems

Yoel Tenne,Chi-Keong Goh
Computational Intelligence in Expensive Optimization Problems Book PDF

Author : Yoel Tenne,Chi-Keong Goh
Publisher : Springer Science & Business Media
Page : 736 pages
File Size : 40,8 Mb
Release : 2010-03-10
Category : Technology & Engineering
ISBN : 9783642107016

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Computational Intelligence in Expensive Optimization Problems by Yoel Tenne,Chi-Keong Goh Pdf

In modern science and engineering, laboratory experiments are replaced by high fidelity and computationally expensive simulations. Using such simulations reduces costs and shortens development times but introduces new challenges to design optimization process. Examples of such challenges include limited computational resource for simulation runs, complicated response surface of the simulation inputs-outputs, and etc. Under such difficulties, classical optimization and analysis methods may perform poorly. This motivates the application of computational intelligence methods such as evolutionary algorithms, neural networks and fuzzy logic, which often perform well in such settings. This is the first book to introduce the emerging field of computational intelligence in expensive optimization problems. Topics covered include: dedicated implementations of evolutionary algorithms, neural networks and fuzzy logic. reduction of expensive evaluations (modelling, variable-fidelity, fitness inheritance), frameworks for optimization (model management, complexity control, model selection), parallelization of algorithms (implementation issues on clusters, grids, parallel machines), incorporation of expert systems and human-system interface, single and multiobjective algorithms, data mining and statistical analysis, analysis of real-world cases (such as multidisciplinary design optimization). The edited book provides both theoretical treatments and real-world insights gained by experience, all contributed by leading researchers in the respective fields. As such, it is a comprehensive reference for researchers, practitioners, and advanced-level students interested in both the theory and practice of using computational intelligence for expensive optimization problems.

Computational Paradigm Techniques for Enhancing Electric Power Quality

L. Ashok Kumar,S Albert Alexander
Computational Paradigm Techniques for Enhancing Electric Power Quality Book PDF

Author : L. Ashok Kumar,S Albert Alexander
Publisher : CRC Press
Page : 454 pages
File Size : 49,9 Mb
Release : 2018-11-15
Category : Mathematics
ISBN : 9780429809910

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Computational Paradigm Techniques for Enhancing Electric Power Quality by L. Ashok Kumar,S Albert Alexander Pdf

This book focusses on power quality improvement and enhancement techniques with aid of intelligent controllers and experimental results. It covers topics ranging from the fundamentals of power quality indices, mitigation methods, advanced controller design and its step by step approach, simulation of the proposed controllers for real time applications and its corresponding experimental results, performance improvement paradigms and its overall analysis, which helps readers understand power quality from its fundamental to experimental implementations. The book also covers implementation of power quality improvement practices. Key Features Provides solution for the power quality improvement with intelligent techniques Incorporated and Illustrated with simulation and experimental results Discusses renewable energy integration and multiple case studies pertaining to various loads Combines the power quality literature with power electronics based solutions Includes implementation examples, datasets, experimental and simulation procedures

Handbook Of Renewable Energy Technology & Systems

Ramesh C Bansal,Ahmed F Zobaa
Handbook Of Renewable Energy Technology Systems Book PDF

Author : Ramesh C Bansal,Ahmed F Zobaa
Publisher : World Scientific
Page : 653 pages
File Size : 41,8 Mb
Release : 2021-08-13
Category : Technology & Engineering
ISBN : 9781786349040

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Handbook Of Renewable Energy Technology & Systems by Ramesh C Bansal,Ahmed F Zobaa Pdf

Worldwide, the effects of global warming, pollution due to power generation from fossil fuels, and its depletion have led to the rapid deployment of renewable energy-based power generation. The leading renewable technologies are wind and photovoltaic (PV) systems. The incorporation of this generation of technologies has led to the development of a broad array of new methods and tools to integrate renewable generation into power system networks.The Handbook of Renewable Energy Technology & Systems comprises 22 chapters, arranged into four sections, which present a comprehensive analysis of various renewable energy-based distributed generation (DG) technologies. Aspects of renewable energy covered include wind and photovoltaic power systems and technology, micro-grids, power electronic applications, power quality, and the protection of renewable distributed generation.

Networks of the Future

Mahmoud Elkhodr,Qusay F. Hassan,Seyed Shahrestani
Networks of the Future Book PDF

Author : Mahmoud Elkhodr,Qusay F. Hassan,Seyed Shahrestani
Publisher : CRC Press
Page : 764 pages
File Size : 41,6 Mb
Release : 2017-10-16
Category : Computers
ISBN : 9781351651561

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Networks of the Future by Mahmoud Elkhodr,Qusay F. Hassan,Seyed Shahrestani Pdf

With the ubiquitous diffusion of the IoT, Cloud Computing, 5G and other evolved wireless technologies into our daily lives, the world will see the Internet of the future expand ever more quickly. Driving the progress of communications and connectivity are mobile and wireless technologies, including traditional WLANs technologies and low, ultra-power, short and long-range technologies. These technologies facilitate the communication among the growing number of connected devices, leading to the generation of huge volumes of data. Processing and analysis of such "big data" brings about many opportunities, as well as many challenges, such as those relating to efficient power consumptions, security, privacy, management, and quality of service. This book is about the technologies, opportunities and challenges that can drive and shape the networks of the future. Written by established international researchers and experts, Networks of the Future answers fundamental and pressing research challenges in the field, including architectural shifts, concepts, mitigation solutions and techniques, and key technologies in the areas of networking. The book starts with a discussion on Cognitive Radio (CR) technologies as promising solutions for improving spectrum utilization, and also highlights the advances in CR spectrum sensing techniques and resource management methods. The second part of the book presents the latest developments and research in the areas of 5G technologies and Software Defined Networks (SDN). Solutions to the most pressing challenges facing the adoption of 5G technologies are also covered, and the new paradigm known as Fog Computing is examined in the context of 5G networks. The focus next shifts to efficient solutions for future heterogeneous networks. It consists of a collection of chapters that discuss self-healing solutions, dealing with Network Virtualization, QoS in heterogeneous networks, and energy efficient techniques for Passive Optical Networks and Wireless Sensor Networks. Finally, the areas of IoT and Big Data are discussed, including the latest developments and future perspectives of Big Data and the IoT paradigms.

Software Tools for the Simulation of Electrical Systems

L. Ashok Kumar,V. Indragandhi,Uma Y. Maheswari
Software Tools for the Simulation of Electrical Systems Book PDF

Author : L. Ashok Kumar,V. Indragandhi,Uma Y. Maheswari
Publisher : Academic Press
Page : 423 pages
File Size : 50,7 Mb
Release : 2020-08-08
Category : Technology & Engineering
ISBN : 9780128194171

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Software Tools for the Simulation of Electrical Systems by L. Ashok Kumar,V. Indragandhi,Uma Y. Maheswari Pdf

Simulation of Software Tools for Electrical Systems: Theory and Practice offers engineers and students what they need to update their understanding of software tools for electric systems, along with guidance on a variety of tools on which to model electrical systems—from device level to system level. The book uses MATLAB, PSIM, Pspice and PSCAD to discuss how to build simulation models of electrical systems that assist in the practice or implementation of simulation software tools in switches, circuits, controllers, instruments and automation system design. In addition, the book covers power electronic switches and FACTS controller device simulation model building with the use of Labview and PLC for industrial automation, process control, monitoring and measurement in electrical systems and hybrid optimization software HOMER is presented for researchers in renewable energy systems. Includes interactive content for numerical computation, visualization and programming for learning the software tools related to electrical sciences Identifies complex and difficult topics illustrated by useable examples Analyzes the simulation of electrical systems, hydraulic, and pneumatic systems using different software, including MATLAB, LABVIEW, MULTISIM, AUTOSIM and PSCAD

Optimal Power Flow Using FACTS Devices

L. Ashok Kumar,K. Mohana Sundaram
Optimal Power Flow Using FACTS Devices Book PDF

Author : L. Ashok Kumar,K. Mohana Sundaram
Publisher : CRC Press
Page : 239 pages
File Size : 48,7 Mb
Release : 2020-12-03
Category : Mathematics
ISBN : 9781000284317

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Optimal Power Flow Using FACTS Devices by L. Ashok Kumar,K. Mohana Sundaram Pdf

Optimal Power Flow Using FACTS Devices: Soft Computing Techniques develops intelligent algorithms to analyze optimal power flow (OPF) and to enhance the power transfer capability of the transmission line with reduced congestion. By providing elaborate studies on FACTS devices and by using soft computing metaheuristics algorithms such as Firefly, Cuckoo, Flower Pollination, and others., this book enables readers to know about algorithms in real-time power system applications and damping of subsynchronous resonance (SSR) oscillations. Key features of this book include: Offers comprehensive review of FACTS devices and the importance of soft computing techniques for solving OPF. Describes the various problems associated with power system operation and control. Addresses issues of SSR in power systems and proposes soft techniques for SSR analysis in power systems. Demonstrates of the importance of SSR and congestion management using intelligent FACTS devices as part of OPF. Covers power systems’ reliability, quality, cost-effectiveness, effects on customer goodwill, and pollution limits, including the deregulation of markets and different intelligent controllers. Optimal Power Flow Using FACTS Devices: Soft Computing Techniques is aimed at researchers and professionals in the field of power systems.

Power Converters for Electric Vehicles

L. Ashok Kumar,S. Albert Alexander
Power Converters for Electric Vehicles Book PDF

Author : L. Ashok Kumar,S. Albert Alexander
Publisher : CRC Press
Page : 273 pages
File Size : 49,7 Mb
Release : 2020-12-10
Category : Technology & Engineering
ISBN : 9781000337518

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Power Converters for Electric Vehicles by L. Ashok Kumar,S. Albert Alexander Pdf

Power Converters for Electric Vehicles gives an overview, topology, design, and simulation of different types of converters used in electric vehicles (EV). It covers a wide range of topics ranging from the fundamentals of EV, Hybrid EV and its stepwise approach, simulation of the proposed converters for real-time applications and corresponding experimental results, performance improvement paradigms, and overall analysis. Drawing upon the need for novel converter topologies, this book provides the complete solution for the power converters for EV applications along with simulation exercises and experimental results. It explains the need for power electronics in the improvement of performance in EV. This book: Presents exclusive information on the power electronics of EV including traction drives. Provides step-by-step procedure for converter design. Discusses various topologies having different isolated and non-isolated converters. Describes control circuit design including renewable energy systems and electrical drives. Includes practical case studies incorporated with simulation and experimental results. Power Converters for Electric Vehicles will provide researchers and graduate students in Power Electronics, Electric Drives, Vehicle Engineering a useful resource for stimulating their efforts in this important field of the search for renewable technologies.

Implementing Industry 4.0 in SMEs

Dominik T. Matt,Vladimír Modrák,Helmut Zsifkovits
Implementing Industry 4 0 in SMEs Book PDF

Author : Dominik T. Matt,Vladimír Modrák,Helmut Zsifkovits
Publisher : Springer Nature
Page : 449 pages
File Size : 51,7 Mb
Release : 2021-05-08
Category : Business & Economics
ISBN : 9783030705169

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Implementing Industry 4.0 in SMEs by Dominik T. Matt,Vladimír Modrák,Helmut Zsifkovits Pdf

This open access book addresses the practical challenges that Industry 4.0 presents for SMEs. While large companies are already responding to the changes resulting from the fourth industrial revolution , small businesses are in danger of falling behind due to the lack of examples, best practices and established methods and tools. Following on from the publication of the previous book ‘Industry 4.0 for SMEs: Challenges, Opportunities and Requirements’, the authors offer in this new book innovative results from research on smart manufacturing, smart logistics and managerial models for SMEs. Based on a large scale EU-funded research project involving seven academic institutions from three continents and a network of over fifty small and medium sized enterprises, the book reveals the methods and tools required to support the successful implementation of Industry 4.0 along with practical examples.

Automation in Textile Machinery

L. Ashok Kumar,M Senthil kumar
Automation in Textile Machinery Book PDF

Author : L. Ashok Kumar,M Senthil kumar
Publisher : CRC Press
Page : 429 pages
File Size : 48,8 Mb
Release : 2018-03-20
Category : Technology & Engineering
ISBN : 9781351651370

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Automation in Textile Machinery by L. Ashok Kumar,M Senthil kumar Pdf

Automation is the use of various control systems for operating equipment such as machinery and processes. In line, this book deals with comprehensive analysis of the trends and technologies in automation and control systems used in textile engineering. The control systems descript in all chapters is to dissect the important components of an integrated control system in spinning, weaving, knitting, chemical processing and garment industries, and then to determine if and how the components are converging to provide manageable and reliable systems throughout the chain from fiber to the ultimate customer. Key Features: • Describes the design features of machinery for operating various textile machineries in product manufacturing • Covers the fundamentals of the instrumentation and control engineering used in textile machineries • Illustrates sensors and basic elements for textile automation • Highlights the need of robotics in textile engineering • Reviews the overall idea and scope of research in designing textile machineries

Power Electronic Converters for Solar Photovoltaic Systems

L. Ashok Kumar,S.Albert Alexander,Madhuvanthani Rajendran
Power Electronic Converters for Solar Photovoltaic Systems Book PDF

Author : L. Ashok Kumar,S.Albert Alexander,Madhuvanthani Rajendran
Publisher : Academic Press
Page : 406 pages
File Size : 49,6 Mb
Release : 2020-11-01
Category : Technology & Engineering
ISBN : 9780128227503

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Power Electronic Converters for Solar Photovoltaic Systems by L. Ashok Kumar,S.Albert Alexander,Madhuvanthani Rajendran Pdf

Power Electronic Converters for Solar Photovoltaic Systems provides design and implementation procedures for power electronic converters and advanced controllers to improve standalone and grid environment solar photovoltaics performance. Sections cover performance and improvement of solar photovoltaics under various conditions with the aid of intelligent controllers, allowing readers to better understand the nuances of power electronic converters for renewable energy systems. With algorithm development and real-time implementation procedures, this reference is useful for those interested in power electronics for performance improvement in distributed energy resources, design of advanced controllers, and measurement of critical parameters surrounding renewable energy systems. By providing a complete solution for performance improvement in solar PV with novel control techniques, this book will appeal to researchers and engineers working in power electronic converters, renewable energy, and power quality. Includes simulation studies and photovoltaic performance analysis Uses case studies as a reference for design and research Covers different varieties of power converters, from fundamentals to implementation

High-Performance Simulation-Based Optimization

Thomas Bartz-Beielstein,Bogdan Filipič,Peter Korošec,El-Ghazali Talbi
High Performance Simulation Based Optimization Book PDF

Author : Thomas Bartz-Beielstein,Bogdan Filipič,Peter Korošec,El-Ghazali Talbi
Publisher : Springer
Page : 291 pages
File Size : 42,7 Mb
Release : 2019-06-01
Category : Technology & Engineering
ISBN : 9783030187644

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High-Performance Simulation-Based Optimization by Thomas Bartz-Beielstein,Bogdan Filipič,Peter Korošec,El-Ghazali Talbi Pdf

This book presents the state of the art in designing high-performance algorithms that combine simulation and optimization in order to solve complex optimization problems in science and industry, problems that involve time-consuming simulations and expensive multi-objective function evaluations. As traditional optimization approaches are not applicable per se, combinations of computational intelligence, machine learning, and high-performance computing methods are popular solutions. But finding a suitable method is a challenging task, because numerous approaches have been proposed in this highly dynamic field of research. That’s where this book comes in: It covers both theory and practice, drawing on the real-world insights gained by the contributing authors, all of whom are leading researchers. Given its scope, if offers a comprehensive reference guide for researchers, practitioners, and advanced-level students interested in using computational intelligence and machine learning to solve expensive optimization problems.