Optimization Of Unit Commitment And Economic Dispatch In Microgrids Based On Genetic Algorithm And Mixed Integer Linear Programming
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Optimization Of Unit Commitment And Economic Dispatch In Microgrids Based On Genetic Algorithm And Mixed Integer Linear Programming
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Author : Mohsen Shiralizadeh Nemati
language : en
Publisher: kassel university press GmbH
Release Date : 2018-04-16
Optimization Of Unit Commitment And Economic Dispatch In Microgrids Based On Genetic Algorithm And Mixed Integer Linear Programming written by Mohsen Shiralizadeh Nemati and has been published by kassel university press GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-16 with categories.
Energy Management System (EMS) applications of modern power networks like microgrids have to respond to a number of stringent challenges due to current energy revolution. Optimal resource dispatch tasks must be handled with specific regard to the addition of new resource types and the adoption of novel modeling considerations. In addition, due to the comprehensive changes concerning the multi cell grid structure, new policies should be fulfilled via microgrids’ EMS. At the same time achieving a variety of conflicting goals in different microgrids requires a universal and a multi criteria optimization tool. In this work two dispatch-optimizers based on genetic algorithm and mixed integer linear programming for a centralized EMS are introduced which can schedule the unit commitment and economic dispatch of microgrid units. In the proposed methods, different network restrictions like voltages and equipment loadings and unit constraints have been considered.
Optimization Of Unit Commitment And Economic Dispatch In Microgrids Based On Genetic Algorithm And Mixed Integer Linear Programming
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Author : Moshen Shiralizadeh Nemati
language : en
Publisher:
Release Date : 2018
Optimization Of Unit Commitment And Economic Dispatch In Microgrids Based On Genetic Algorithm And Mixed Integer Linear Programming written by Moshen Shiralizadeh Nemati and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Nature Inspired Computing For Data Science
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Author : Minakhi Rout
language : en
Publisher: Springer Nature
Release Date : 2019-11-26
Nature Inspired Computing For Data Science written by Minakhi Rout and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-26 with Computers categories.
This book discusses the current research and concepts in data science and how these can be addressed using different nature-inspired optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores how researchers are using nature-inspired optimization techniques to find solutions to these problems in domains such as disease analysis and health care, object recognition, vehicular ad-hoc networking, high-dimensional data analysis, gene expression analysis, microgrids, and deep learning. As such it provides insights and inspiration for researchers to wanting to employ nature-inspired optimization techniques in their own endeavors.
Optimization Methods Applied To Power Systems
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Author : Francisco G. Montoya
language : en
Publisher: MDPI
Release Date : 2019-07-26
Optimization Methods Applied To Power Systems written by Francisco G. Montoya and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-26 with Technology & Engineering categories.
This book presents an interesting sample of the latest advances in optimization techniques applied to electrical power engineering. It covers a variety of topics from various fields, ranging from classical optimization such as Linear and Nonlinear Programming and Integer and Mixed-Integer Programming to the most modern methods based on bio-inspired metaheuristics. The featured papers invite readers to delve further into emerging optimization techniques and their real application to case studies such as conventional and renewable energy generation, distributed generation, transport and distribution of electrical energy, electrical machines and power electronics, network optimization, intelligent systems, advances in electric mobility, etc.
Digital Technologies And Applications
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Author : Saad Motahhir
language : en
Publisher: Springer Nature
Release Date : 2021-06-26
Digital Technologies And Applications written by Saad Motahhir and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-26 with Technology & Engineering categories.
This book gathers selected research papers presented at the First International Conference on Digital Technologies and Applications (ICDTA 21), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 29–30 January 2021. highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of things, embedded systems, network technology, information processing, and their applications in several areas such as hybrid vehicles, renewable energy, robotic, and COVID-19. The respective papers encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.
Proceedings Of The Future Technologies Conference Ftc 2020 Volume 2
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Author : Kohei Arai
language : en
Publisher: Springer Nature
Release Date : 2020-10-31
Proceedings Of The Future Technologies Conference Ftc 2020 Volume 2 written by Kohei Arai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-31 with Technology & Engineering categories.
This book provides the state-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research. The fifth 2020 Future Technologies Conference was organized virtually and received a total of 590 submissions from academic pioneering researchers, scientists, industrial engineers, and students from all over the world. The submitted papers covered a wide range of important topics including but not limited to computing, electronics, artificial intelligence, robotics, security and communications and their applications to the real world. After a double-blind peer review process, 210 submissions (including 6 poster papers) have been selected to be included in these proceedings. One of the meaningful and valuable dimensions of this conference is the way it brings together a large group of technology geniuses in one venue to not only present breakthrough research in future technologies, but also to promote discussions and debate of relevant issues, challenges, opportunities and research findings. The authors hope that readers find the book interesting, exciting and inspiring.
Sector Coupling Energy Sustainable Economy Of The Future
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Author : Przemyslaw Komarnicki
language : en
Publisher: Springer Nature
Release Date : 2022-11-29
Sector Coupling Energy Sustainable Economy Of The Future written by Przemyslaw Komarnicki and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-29 with Technology & Engineering categories.
The core of the book is the presentation of a systematic, continuous and logical chain into the coupled total energy system (GES) of the future, which will lead to the fully sustainable use of renewable energies. Thus, unified models are proposed that are applicable to the subsystems/sectors throughout and allow the optimization of the entire GES. Appropriate algorithms and approaches are illustrated with numerous examples. This is embedded in the context of efforts to fully integrate energy generated from renewable sources into the GES. The overarching role of IT systems for secure operations has been emphasized in the book. The relevance of the correct mapping of technologies to use cases is elaborated and necessary steps derived from this are considered technically and organizationally (standardization). Special attention is paid to the didactic presentation of the material in order to present this new, difficult and complex problem "as simple as possible, but not simpler" [according to Einstein].
15th International Conference On Applications Of Fuzzy Systems Soft Computing And Artificial Intelligence Tools Icafs 2022
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Author : R. A. Aliev
language : en
Publisher: Springer Nature
Release Date : 2023-02-28
15th International Conference On Applications Of Fuzzy Systems Soft Computing And Artificial Intelligence Tools Icafs 2022 written by R. A. Aliev and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-28 with Technology & Engineering categories.
The general scope of the book covers diverse areas of fuzzy systems, soft computing, AI tools such as uncertain computation, decision-making under imperfect information, deep learning, and others. The topics of the papers include theory and application of Soft Computing, Neuro-Fuzzy Technology, Intelligent Control, Deep Learning-Machine Learning, Fuzzy Logic in Data Analytics, Evolutionary Computing, Fuzzy logic and Artificial Intelligence in Engineering, Social Sciences, Business, Economics, Material Sciences, and others.This book presents the proceedings of the 16th International Conference on Applications of Fuzzy Systems, Soft Computing, and Artificial Intelligence Tools, ICAFS-2022, held in Budva, Montenegro, on August 26-27, 2022. This is a useful guide for academics, practitioners, and graduates in fields of fuzzy logic and soft computing. It allows for increasing of interest in development and applying of these paradigms in various real-life fields.
Advances In Energy And Control Systems
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Author : Afzal Sikander
language : en
Publisher: Springer Nature
Release Date : 2024-06-14
Advances In Energy And Control Systems written by Afzal Sikander and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Technology & Engineering categories.
This book gathers selected research papers presented at the 5th International Conference on Energy Systems, Drives, and Automation (ESDA 2022). It covers a broad range of topics in the fields of renewable energy, power management, drive systems for electrical machines, and automation. This book also comprehensively discusses related tools and techniques and is a valuable resource for researchers, professionals, and students in electrical and mechanical engineering disciplines.
Conference Proceedings Of The 2023 3rd International Joint Conference On Energy Electrical And Power Engineering
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Author : Cungang Hu
language : en
Publisher: Springer Nature
Release Date : 2024-06-21
Conference Proceedings Of The 2023 3rd International Joint Conference On Energy Electrical And Power Engineering written by Cungang Hu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-21 with Technology & Engineering categories.
Energy, Electrical and Power Engineering are dynamic fields that are undergoing rapid change and innovation. This volume encompasses the cutting-edge research and advances in the field of electrical and power engineering, covering a diverse range of topics such as power electronics technology, renewable energy generation, intelligent control systems, and more. With contributions from renowned experts and scholars, it provides valuable insights and innovative solutions to address the challenges and opportunities in the ever-evolving energy landscape. Designed for researchers, practitioners, and academics in the field of electrical and power engineering, the CoEEPE 2023 conference proceedings will serve as a comprehensive resource for staying abreast of the latest trends and as a catalyst for advancing of this dynamic field. Following the success of the CoEEPE 2021 and CoEEPE 2022 conferences, this volume will provide resources for readers consisting of professionals, scientists, practitioners, researchers and graduate students.