Multi Agent Energy Systems Simulation
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Multi Agent Energy Systems Simulation
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Author : Tiago Pinto
language : en
Publisher: MDPI
Release Date : 2020-11-13
Multi Agent Energy Systems Simulation written by Tiago Pinto and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-13 with Technology & Engineering categories.
The synergy between artificial intelligence and power and energy systems is providing promising solutions to deal with the increasing complexity of the energy sector. Multi-agent systems, in particular, are widely used to simulate complex problems in the power and energy domain as they enable modeling dynamic environments and studying the interactions between the involved players. Multi-agent systems are suitable for dealing not only with problems related to the upper levels of the system, such as the transmission grid and wholesale electricity markets, but also to address challenges associated with the management of distributed generation, renewables, large-scale integration of electric vehicles, and consumption flexibility. Agent-based approaches are also being increasingly used for control and to combine simulation and emulation by enabling modeling of the details of buildings’ electrical devices, microgrids, and smart grid components. This book discusses and highlights the latest advances and trends in multi-agent energy systems simulation. The addressed application topics include the design, modeling, and simulation of electricity markets operation, the management and scheduling of energy resources, the definition of dynamic energy tariffs for consumption and electrical vehicles charging, the large-scale integration of variable renewable energy sources, and mitigation of the associated power network issues.
Multi Agent Energy Systems Simulation
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Author : Tiago Pinto
language : en
Publisher:
Release Date : 2020
Multi Agent Energy Systems Simulation written by Tiago Pinto and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
The synergy between artificial intelligence and power and energy systems is providing promising solutions to deal with the increasing complexity of the energy sector. Multi-agent systems, in particular, are widely used to simulate complex problems in the power and energy domain as they enable modeling dynamic environments and studying the interactions between the involved players. Multi-agent systems are suitable for dealing not only with problems related to the upper levels of the system, such as the transmission grid and wholesale electricity markets, but also to address challenges associated with the management of distributed generation, renewables, large-scale integration of electric vehicles, and consumption flexibility. Agent-based approaches are also being increasingly used for control and to combine simulation and emulation by enabling modeling of the details of buildings' electrical devices, microgrids, and smart grid components. This book discusses and highlights the latest advances and trends in multi-agent energy systems simulation. The addressed application topics include the design, modeling, and simulation of electricity markets operation, the management and scheduling of energy resources, the definition of dynamic energy tariffs for consumption and electrical vehicles charging, the large-scale integration of variable renewable energy sources, and mitigation of the associated power network issues.
Modelling And Simulation Of Electrical Energy Systems Through A Complex Systems Approach Using Agent Based Models
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Author : Enrique Alberto Kremers
language : en
Publisher: KIT Scientific Publishing
Release Date : 2014-07-31
Modelling And Simulation Of Electrical Energy Systems Through A Complex Systems Approach Using Agent Based Models written by Enrique Alberto Kremers and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-31 with Technology & Engineering categories.
Complexity science aims to better understand the processes of both natural and man-made systems which are composed of many interacting entities at different scales. A disaggregated approach is proposed for simulating electricity systems, by using agent-based models coupled to continuous ones. The approach can help in acquiring a better understanding of the operation of the system itself, e.g. on emergent phenomena or scale effects; as well as in the improvement and design of future smart grids.
Multi Agent Based Simulation Xix
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Author : Paul Davidsson
language : en
Publisher: Springer
Release Date : 2019-06-19
Multi Agent Based Simulation Xix written by Paul Davidsson and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-19 with Computers categories.
This book constitutes the thoroughly refereed post-conference proceedings of the 19th International Workshop on Multi-Agent-Based Simulation, MABS 2019, held in Stockholm Sweden, in July 2018 as part of the Federated AI Meeting, FAIM 2018. The 10 revised full papers included in this volume were carefully selected from 15 submissions. They focus on finding efficient solutions to model complex social systems in such areas as economics, management, and organisational and social sciences. In all these areas, agent theories, metaphors, models, analysis, experimental designs, empirical studies, and methodological principles, converge into simulation as a way of achieving explanations and predictions, exploration and testing of hypotheses, better designs and systems.
2017 Workshop On Modeling And Simulation Of Cyber Physical Energy Systems Mscpes
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Author :
language : en
Publisher:
Release Date : 2017
2017 Workshop On Modeling And Simulation Of Cyber Physical Energy Systems Mscpes written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.
2018 Workshop On Modeling And Simulation Of Cyber Physical Energy Systems Mscpes
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2018-04-10
2018 Workshop On Modeling And Simulation Of Cyber Physical Energy Systems Mscpes written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-10 with categories.
Modern energy systems combine ICT with electrical and thermal infrastructure They also interact with other systems like markets and are subject to many regulations Existing simulation tools are not capable to cover such systems in all of their aspects, hence new languages, methods and tools are necessary A combination of universal modeling languages and established, domain specific tools (like grid simulators and telecommunication simulators) is necessary This leads to hybrid energy systems models, where for instance a multi agent framework and an electric grid simulator are combined to investigate smart electric vehicle charging algorithms Also the potential size of such systems poses a challenge for modeling and simulation And implementing these future cyber physical systems is another substantial challenge The designed algorithms need to be compact, computationally inexpensive, potentially self organizing and intrinsically stable if applied to real energy systems
Industrial Applications Of Holonic And Multi Agent Systems
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Author : Vladimír Mařík
language : en
Publisher: Springer
Release Date : 2017-08-11
Industrial Applications Of Holonic And Multi Agent Systems written by Vladimír Mařík and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-11 with Computers categories.
This book constitutes the refereed proceedings of the 8th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2017, held in Lyon, France, in August 2017. The 19 revised full papers presented were carefully reviewed and selected from 27 submissions. The papers are organized in the following topical sections: scheduling; knowledge engineering; modeling, simulation and reconfiguration; energy systems;and MAS in various areas.
Electricity Markets With Increasing Levels Of Renewable Generation Structure Operation Agent Based Simulation And Emerging Designs
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Author : Fernando Lopes
language : en
Publisher: Springer
Release Date : 2018-02-14
Electricity Markets With Increasing Levels Of Renewable Generation Structure Operation Agent Based Simulation And Emerging Designs written by Fernando Lopes and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-14 with Technology & Engineering categories.
This book describes the common ground between electricity markets (EMs) and software agents (or artificial intelligence generally). It presents an up-to-date introduction to EMs and intelligent agents, and offers a comprehensive description of the research advances and key achievements related to existing and emerging market designs to reliably and efficiently manage the potential challenges of variable generation (VG). Most EMs are unique in their complex relationships between economics and the physics of energy, but were created without the notion that large penetrations of variable generation (VG) would be part of the supply mix. An advanced multi-agent approach simulates the behavior of power markets over time, particularly markets with large-scale penetrations of renewable resources. It is intended as a reference book for researchers, academics and industry practitioners, but given the scope of the chapters and the highly accessible style, the book also provides a coherent foundation for several different graduate courses.
Multi Agent Systems
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Author : Ricardo Lopez-Ruiz
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-04-22
Multi Agent Systems written by Ricardo Lopez-Ruiz and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-22 with Computers categories.
Research on multi-agent systems is enlarging our future technical capabilities as humans and as an intelligent society. During recent years many effective applications have been implemented and are part of our daily life. These applications have agent-based models and methods as an important ingredient. Markets, finance world, robotics, medical technology, social negotiation, video games, big-data science, etc. are some of the branches where the knowledge gained through multi-agent simulations is necessary and where new software engineering tools are continuously created and tested in order to reach an effective technology transfer to impact our lives. This book brings together researchers working in several fields that cover the techniques, the challenges and the applications of multi-agent systems in a wide variety of aspects related to learning algorithms for different devices such as vehicles, robots and drones, computational optimization to reach a more efficient energy distribution in power grids and the use of social networks and decision strategies applied to the smart learning and education environments in emergent countries. We hope that this book can be useful and become a guide or reference to an audience interested in the developments and applications of multi-agent systems.
Multi Agent Based Simulation
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Author : Scott Moss
language : en
Publisher: Springer Science & Business Media
Release Date : 2001-01-10
Multi Agent Based Simulation written by Scott Moss and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-01-10 with Business & Economics categories.
This book is devoted to investigating and developing the synergy between software engineering for multi-agent systems and agent-based social simulation; it originates from the Second International Workshop on Multi-Agend-Based Simulation, MABS 2000, held in Boston, MA, USA in July 2000, in conjunction with ICAMS 2000. Besides the thoroughly revised full papers accepted for presentation at the workshop, two invited papers and an introductory survey by one of the volume editors have been added in order to round off the scope and achieve complete coverage of all relevant topics. The book competently surveys the state of the art in the area by offering topical sections on model design issues, applications, simulating social relations and processes, and formal approaches.