Bio Inspired Algorithms In Pid Controller Optimization

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Bio-Inspired Algorithms in PID Controller Optimization

Author : Jagatheesan Kallannan
Publisher : CRC Press
ISBN 13 : 0429943385
Total Pages : 76 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Bio-Inspired Algorithms in PID Controller Optimization by : Jagatheesan Kallannan

Download or read book Bio-Inspired Algorithms in PID Controller Optimization written by Jagatheesan Kallannan and published by CRC Press. This book was released on 2018-06-12 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms. Key Features: Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithms Provides some applied applications/examples of the thermal power system Focusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systems Reports different cases on the interconnected power systems with providing optimal performance by optimizing the controller’s parameters

Bio-Inspired Algorithms in PID Controller Optimization

Author : Jagatheesan Kallannan
Publisher :
ISBN 13 : 9780429486579
Total Pages : pages
Book Rating : 4.4/5 (865 download)

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Book Synopsis Bio-Inspired Algorithms in PID Controller Optimization by : Jagatheesan Kallannan

Download or read book Bio-Inspired Algorithms in PID Controller Optimization written by Jagatheesan Kallannan and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms.Key Features:Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithmsProvides some applied applications/examples of the thermal power systemFocusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systemsReports different cases on the interconnected power systems with providing optimal performance by optimizing the controllers parameters"--Provided by publisher.

Bio-Inspired Collaborative Intelligent Control and Optimization

Author : Yongsheng Ding
Publisher : Springer
ISBN 13 : 9811066892
Total Pages : 477 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Bio-Inspired Collaborative Intelligent Control and Optimization by : Yongsheng Ding

Download or read book Bio-Inspired Collaborative Intelligent Control and Optimization written by Yongsheng Ding and published by Springer. This book was released on 2017-11-06 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents state-of-the-art research advances in the field of biologically inspired cooperative control theories and their applications. It describes various biologically inspired cooperative control and optimization approaches and highlights real-world examples in complex industrial processes. Multidisciplinary in nature and closely integrating theory and practice, the book will be of interest to all university researchers, control engineers and graduate students in intelligent systems and control who wish to learn the core principles, methods, algorithms, and applications.

Optimization of PID Controllers Using Ant Colony and Genetic Algorithms

Author : Muhammet Ünal
Publisher : Springer
ISBN 13 : 3642329004
Total Pages : 96 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Optimization of PID Controllers Using Ant Colony and Genetic Algorithms by : Muhammet Ünal

Download or read book Optimization of PID Controllers Using Ant Colony and Genetic Algorithms written by Muhammet Ünal and published by Springer. This book was released on 2012-09-13 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial neural networks, genetic algorithms and the ant colony optimization algorithm have become a highly effective tool for solving hard optimization problems. As their popularity has increased, applications of these algorithms have grown in more than equal measure. While many of the books available on these subjects only provide a cursory discussion of theory, the present book gives special emphasis to the theoretical background that is behind these algorithms and their applications. Moreover, this book introduces a novel real time control algorithm, that uses genetic algorithm and ant colony optimization algorithms for optimizing PID controller parameters. In general, the present book represents a solid survey on artificial neural networks, genetic algorithms and the ant colony optimization algorithm and introduces novel practical elements related to the application of these methods to process system control.

Industrial PID Controller Tuning

Author : José David Rojas
Publisher : Springer Nature
ISBN 13 : 3030723119
Total Pages : 158 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Industrial PID Controller Tuning by : José David Rojas

Download or read book Industrial PID Controller Tuning written by José David Rojas and published by Springer Nature. This book was released on 2021-05-22 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial PID Controller Tuning presents a different view of the servo/regulator compromise that has been studied for a long time in industrial control research. Optimal tuning generally involves comparison of cost functions (e.g., a quadratic function of the error or a time-weighted absolute value of the error) but without taking advantage of available multi-objective optimization methods. The book does make use of multi-objective optimization to account for several sources of disturbance, applying them to a more realistic problem: how to select the tuning of a controller when both servo and regulator responses are important. The authors review the different deterministic multi-objective optimization methods. In order to ameliorate the consequences of the computational expense typically involved in their use—specifically the generation of multiple solutions among which the control engineer still has to choose—algorithms for two-degree-of-freedom PID control are implemented in MATLAB®. MATLAB code and a MATLAB-compatible program are provided for download and will help readers to adapt the ideas presented in the text for use in their own systems. Further practical guidance is offered by the inclusion of several examples of common industrial processes amenable to the use of the authors’ methods. Researchers interested in non-heuristic approaches to controller tuning or in decision-making after a Pareto set has been established and graduate students interested in beginning a career working with PID control and/or industrial controller tuning will find this book a valuable reference and source of ideas. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Biological Algorithm Based PID Tuning for Speed Control of DC Motor

Author : Monu Tyagi
Publisher :
ISBN 13 : 9783659146053
Total Pages : 0 pages
Book Rating : 4.1/5 (46 download)

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Book Synopsis Biological Algorithm Based PID Tuning for Speed Control of DC Motor by : Monu Tyagi

Download or read book Biological Algorithm Based PID Tuning for Speed Control of DC Motor written by Monu Tyagi and published by . This book was released on 2012-09-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems

Author : Maude Josée Blondin
Publisher : Springer Nature
ISBN 13 : 303064541X
Total Pages : 107 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems by : Maude Josée Blondin

Download or read book Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems written by Maude Josée Blondin and published by Springer Nature. This book was released on 2021-01-06 with total page 107 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers controller tuning techniques from conventional to new optimization methods for diverse control engineering applications. Classical controller tuning approaches are presented with real-world challenges faced in control engineering. Current developments in applying optimization techniques to controller tuning are explained. Case studies of optimization algorithms applied to controller tuning dealing with nonlinearities and limitations like the inverted pendulum and the automatic voltage regulator are presented with performance comparisons. Students and researchers in engineering and optimization interested in optimization methods for controller tuning will utilize this book to apply optimization algorithms to controller tuning, to choose the most suitable optimization algorithm for a specific application, and to develop new optimization techniques for controller tuning.

Bio-Inspired Computing and Networking

Author : Yang Xiao
Publisher : CRC Press
ISBN 13 : 1420080334
Total Pages : 552 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Bio-Inspired Computing and Networking by : Yang Xiao

Download or read book Bio-Inspired Computing and Networking written by Yang Xiao and published by CRC Press. This book was released on 2016-04-19 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: Seeking new methods to satisfy increasing communication demands, researchers continue to find inspiration from the complex systems found in nature. From ant-inspired allocation to a swarm algorithm derived from honeybees, Bio-Inspired Computing and Networking explains how the study of biological systems can significantly improve computing, networki

International Conference on Artificial Intelligence and Sustainable Engineering

Author : Goutam Sanyal
Publisher : Springer Nature
ISBN 13 : 9811685460
Total Pages : 498 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis International Conference on Artificial Intelligence and Sustainable Engineering by : Goutam Sanyal

Download or read book International Conference on Artificial Intelligence and Sustainable Engineering written by Goutam Sanyal and published by Springer Nature. This book was released on 2022-04-07 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises select papers from the International Conference on Artificial Intelligence and Sustainable Engineering (AISE 2020). The volume focuses on the recent advancements in artificial intelligence and addresses how it is useful in achieving truly sustainable solutions. The key strands of this book include artificial intelligence in healthcare, IoT for modern life, security and surveillance, big data analytics, machine learning and computing, communication technologies, gesture technology, virtual intelligence, and audio & speech processing. The book addresses sustainability challenges in various computing techniques and opportunities for sustainable engineering based on AI and supporting tools such as engineering design for sustainable development using IoT/AI, smart cities: waste minimization, remanufacturing, reuse and recycling technologies using IoT/AI, industry 4.0, intelligent and smart grid systems, energy conservation using technology, green engineering/technology, robotic process automation (RPA) and water and air quality management. This book can be a valuable resource for academicians, researchers, and professionals working in AI and its applications.

Intelligent Systems for Smart Cities

Author : Anand J. Kulkarni
Publisher : Springer Nature
ISBN 13 : 9819969840
Total Pages : 522 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Systems for Smart Cities by : Anand J. Kulkarni

Download or read book Intelligent Systems for Smart Cities written by Anand J. Kulkarni and published by Springer Nature. This book was released on 2024-01-02 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the select proceedings of the 2nd International Conference on Intelligent Systems and Applications 2023. The theme of this conference is ‘Intelligent Systems for Smart Cities'. It covers the topics of intelligent systems in multiple aspects such as healthcare, supply chain and logistics, smart homes and smart structures, banking and finance, a sustainable environment, social media and cyber security, crime prevention, and disaster management. The book will be useful for researchers and professionals interested in the broad field of artificial intelligence and machine learning.

Recent Advances of Hybrid Intelligent Systems Based on Soft Computing

Author : Patricia Melin
Publisher : Springer Nature
ISBN 13 : 3030587282
Total Pages : 341 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Recent Advances of Hybrid Intelligent Systems Based on Soft Computing by : Patricia Melin

Download or read book Recent Advances of Hybrid Intelligent Systems Based on Soft Computing written by Patricia Melin and published by Springer Nature. This book was released on 2020-11-06 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes recent advances on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There are also some papers that present theory and practice of meta-heuristics in different areas of application. Another group of papers describes diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems.

Communication and Intelligent Systems

Author : Harish Sharma
Publisher : Springer Nature
ISBN 13 : 981192130X
Total Pages : 1213 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Communication and Intelligent Systems by : Harish Sharma

Download or read book Communication and Intelligent Systems written by Harish Sharma and published by Springer Nature. This book was released on 2022-08-18 with total page 1213 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected research papers presented at the Third International Conference on Communication and Intelligent Systems (ICCIS 2021), organized by National institute of Technology, Delhi, India, during December 18–19, 2021. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.

Natural Computing for Unsupervised Learning

Author : Xiangtao Li
Publisher : Springer
ISBN 13 : 3319985663
Total Pages : 272 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Natural Computing for Unsupervised Learning by : Xiangtao Li

Download or read book Natural Computing for Unsupervised Learning written by Xiangtao Li and published by Springer. This book was released on 2018-10-31 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights recent research advances in unsupervised learning using natural computing techniques such as artificial neural networks, evolutionary algorithms, swarm intelligence, artificial immune systems, artificial life, quantum computing, DNA computing, and others. The book also includes information on the use of natural computing techniques for unsupervised learning tasks. It features several trending topics, such as big data scalability, wireless network analysis, engineering optimization, social media, and complex network analytics. It shows how these applications have triggered a number of new natural computing techniques to improve the performance of unsupervised learning methods. With this book, the readers can easily capture new advances in this area with systematic understanding of the scope in depth. Readers can rapidly explore new methods and new applications at the junction between natural computing and unsupervised learning. Includes advances on unsupervised learning using natural computing techniques Reports on topics in emerging areas such as evolutionary multi-objective unsupervised learning Features natural computing techniques such as evolutionary multi-objective algorithms and many-objective swarm intelligence algorithms

Emerging Materials, Technologies, and Solutions for Energy Harvesting

Author : Mehta, Shilpa
Publisher : IGI Global
ISBN 13 :
Total Pages : 387 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Emerging Materials, Technologies, and Solutions for Energy Harvesting by : Mehta, Shilpa

Download or read book Emerging Materials, Technologies, and Solutions for Energy Harvesting written by Mehta, Shilpa and published by IGI Global. This book was released on 2024-03-04 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an era dominated by electronic devices and interconnected technologies, the weak point of this technology remains the limited lifespan and lengthy maintenance of conventional batteries. The pervasive use of wireless sensor networks and Internet of Things (IoT) applications has accentuated the inadequacies of battery technology, which has not kept pace with the miniaturization of electronic devices. Frequent battery replacements for remote devices have become a critical bottleneck, hindering the seamless operation of devices that play a pivotal role in various industries. Addressing this universal challenge head-on, Emerging Materials, Technologies, and Solutions for Energy Harvesting emerges as a tool for innovation and sustainability. This book explores energy harvesting, a paradigm shift that transforms ambient energy sources such as thermal gradients, solar energy, radio frequency, and vibration energy into a viable and enduring power solution. By presenting innovative materials, technologies, and solutions, the book is the key to unlocking a future where devices can thrive on efficient, cost-effective, and compact energy harvesting systems, eliminating frequent battery replacements.

Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799890244
Total Pages : 1538 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering by : Management Association, Information Resources

Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.

Bio-Inspired Algorithms for Single and Multi-Objective Optimization

Author : Wai-Pong Wilburn Tsang
Publisher : Open Dissertation Press
ISBN 13 : 9781374689152
Total Pages : pages
Book Rating : 4.6/5 (891 download)

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Book Synopsis Bio-Inspired Algorithms for Single and Multi-Objective Optimization by : Wai-Pong Wilburn Tsang

Download or read book Bio-Inspired Algorithms for Single and Multi-Objective Optimization written by Wai-Pong Wilburn Tsang and published by Open Dissertation Press. This book was released on 2017-01-27 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation, "Bio-inspired Algorithms for Single and Multi-objective Optimization" by Wai-pong, Wilburn, Tsang, 曾瑋邦, was obtained from The University of Hong Kong (Pokfulam, Hong Kong) and is being sold pursuant to Creative Commons: Attribution 3.0 Hong Kong License. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation. All rights not granted by the above license are retained by the author. DOI: 10.5353/th_b4218210 Subjects: Mathematical optimization Algorithms Immune system - Computer simulation Biologically-inspired computing

Contemporary Issues in Systems Science and Engineering

Author : MengChu Zhou
Publisher : John Wiley & Sons
ISBN 13 : 1118271866
Total Pages : 898 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Contemporary Issues in Systems Science and Engineering by : MengChu Zhou

Download or read book Contemporary Issues in Systems Science and Engineering written by MengChu Zhou and published by John Wiley & Sons. This book was released on 2015-04-20 with total page 898 pages. Available in PDF, EPUB and Kindle. Book excerpt: Various systems science and engineering disciplines are covered and challenging new research issues in these disciplines are revealed. They will be extremely valuable for the readers to search for some new research directions and problems. Chapters are contributed by world-renowned systems engineers Chapters include discussions and conclusions Readers can grasp each event holistically without having professional expertise in the field