Hybrid Modeling And Simulation

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Hybrid Modeling And Simulation

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Author : Masoud Fakhimi
language : en
Publisher: Springer Nature
Release Date : 2024-08-23

Hybrid Modeling And Simulation written by Masoud Fakhimi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-23 with Computers categories.

The unique book advances understanding of modelling complex systems using hybrid approaches that combine discrete-event, agent-based, and system dynamic simulations with research approaches and artefacts from other scientific disciplines. As systems become increasingly large and complex, it is a challenge to capture the intricacies of the underlying system and offer novel forms of analysis using only models that employ a single simulation technique. The book underscores the importance of both hybrid simulation (employing techniques primarily developed in the field of modelling and simulation) and hybrid modelling (incorporating simulation with methods from wider disciplines such as applied computing, data science, engineering, and soft/qualitative operations research). Furthermore, the text aims to inspire further research and practice, fostering the growth of cross-disciplinary hybrid models. Topics and features: Provides a comprehensive overview of hybrid modelling and simulation, including methodological extensions and novel applications Features case studies and examples demonstrating the synergy realized by applying hybrid methods Calls for innovation and growth of the discipline by incorporating diverse scientific perspectives Encourages adoption of interdisciplinary methods to engender improved insights from simulation studies Promotes interdisciplinary collaboration, pushing modelling and simulation into new research and application areas This comprehensive volume will appeal to researchers, academics, students, and practitioners who seek to advance their modelling and simulation work. The book also will serve as a reference, informing research communities of the potential of hybrid models that combine simulation with disciplinary research artefacts, methods, and approaches.

Agent Based And System Dynamics Hybrid Modeling And Simulation Approach Using Systems Modeling Language

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Author : Asli Soyler Akbas
language : en
Publisher:
Release Date : 2015

Agent Based And System Dynamics Hybrid Modeling And Simulation Approach Using Systems Modeling Language written by Asli Soyler Akbas and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.

Agent-based (AB) and system dynamics (SD) modeling and simulation techniques have been studied and used by various research fields. After the new hybrid modeling field emerged, the combination of these techniques started getting attention in the late 1990's. Applications of using agent-based (AB) and system dynamics (SD) hybrid models for simulating systems have been demonstrated in the literature. However, majority of the work on the domain includes system specific approaches where the models from two techniques are integrated after being independently developed. Existing work on creating an implicit and universal approach is limited to conceptual modeling and structure design.

Methods For Hybrid Modeling And Simulation Based Optimization In Energy Aware Production Planning

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Author : Bernhard Heinzl
language : en
Publisher:
Release Date : 2020

Methods For Hybrid Modeling And Simulation Based Optimization In Energy Aware Production Planning written by Bernhard Heinzl 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.

Modelling Analysis And Design Of Hybrid Systems

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Author : S. Engell
language : en
Publisher: Springer
Release Date : 2003-07-01

Modelling Analysis And Design Of Hybrid Systems written by S. Engell and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-07-01 with Technology & Engineering categories.

In 1995, the Deutsche Forschungsgemeinschaft (DFG), the largest public research funding organization in Germany, decided to launch a priority program (Schw- punktprogramm in German) calledKondisk– Dynamics and Control of Systems with Mixed Continuous and Discrete Dynamics. Such a priority program is usually sponsored for six years and supports about twenty scientists at a time, in engineering andcomputersciencemostlyyoungresearchersworkingforadoctoraldegree. There is a yearly competition across all disciplines of arts and sciences for the funding of such programs, and the group of proposers was the happy winner of a slot in that year. The program started in 1996 after an open call for proposals; the successful projects were presented and re-evaluated periodically, and new projects could be submitted simultaneously. During the course of the focused research program, 25 different projects were funded in 19 participating university institutes, some of the projects were collaborative efforts of two groups with different backgrounds, mostly one from engineering and one from computer science. There were two main motivations for establishingKondisk. The rst was the fact that technical systems nowadays are composed of physical components with (mostly) continuous dynamics and computerized control systems where the reaction to discrete events plays a major role, implemented in Programmable Logic Contr- lers (PLCs), Distributed Control Systems (DCSs) or real-time computer systems.

Hybrid Modeling In Process Industries

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Author : Jarka Glassey
language : en
Publisher: CRC Press
Release Date : 2018-02-01

Hybrid Modeling In Process Industries written by Jarka Glassey and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-01 with Science categories.

This title introduces the underlying theory and demonstrates practical applications in different process industries using hybrid modeling. It reviews hybrid modeling approach applicability in wide range of process industries, recommends how to increase hybrid model performance and throw Insights into cost efficient practices in modeling techniques Discusses advance process operation maximizing the benefits of available process knowledge and Includes real-life and practical case studies

Forest Growth And Timber Quality Crown Models And Simulation Methods For Sustainable Forest Management

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Author : Dennis P. Dykstra
language : en
Publisher: DIANE Publishing
Release Date : 2010-10

Forest Growth And Timber Quality Crown Models And Simulation Methods For Sustainable Forest Management written by Dennis P. Dykstra and has been published by DIANE Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-10 with Technology & Engineering categories.

Explores the relationships between forest management activities and timber quality. Sessions were organized to explore models and simulation methodologies that contribute to an understanding of tree development over time and the ways that management and harvesting activities can influence the quality of timber products recovered from those trees. Five keynote addresses, 29 plenary presentations, and 16 poster presentations covered the full breadth of forest growth and timber quality issues related to forest management. These proceedings comprise 19 papers based on presentations and posters, plus 28 abstracts for presentations. Also includes abstracts and slides from the presentations prepared by three keynote speakers. Illustrations.

Metamodeling Applications And Trajectories To The Future

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Author : Hans-Georg Fill
language : en
Publisher: Springer Nature
Release Date : 2024-07-21

Metamodeling Applications And Trajectories To The Future written by Hans-Georg Fill and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-21 with Computers categories.

This Festschrift honors the remarkable career of Prof. Dr. Dimitris Karagiannis whose research has been focused on metamodeling, method engineering and its application in practice. Metamodeling stands for the design and implementation of modeling languages, conceptual modeling methods and related tools. This book contains fourteen contributions by close collaborators of Dimitris Karagiannis from academia, research, and industry. Each chapter honors the extraordinary inspiration that he provided during remarkable and ongoing collaborations. They cover the topics of conceptual modeling, semantic engineering, business process management, ontologies, enterprise architecture and knowledge management. They not only refer to research results, but also to tools like the ADOxx metamodeling platform for implementing domain-specific modelling tools and educational efforts like the Open Models Initiative Laboratory, aka OMiLAB, or the NEMO Summer School on conceptual modeling. The contributions by authors with ample experience in metamodeling reflect on the state of the field and possible applications and trajectories to the future. They are compiled in honor of Dimitris Karagiannis and his outstanding work in this domain.

Safety And Reliability Methodology And Applications

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Author : Tomasz Nowakowski
language : en
Publisher: CRC Press
Release Date : 2014-09-01

Safety And Reliability Methodology And Applications written by Tomasz Nowakowski and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-01 with Technology & Engineering categories.

Within the last fifty years the performance requirements for technical objects and systems were supplemented with: customer expectations (quality), abilities to prevent the loss of the object properties in operation time (reliability and maintainability), protection against the effects of undesirable events (safety and security) and the ability to

Acm Transactions On Modeling And Computer Simulation

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Author :
language : en
Publisher:
Release Date : 2003

Acm Transactions On Modeling And Computer Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computer simulation categories.

Object Oriented Modeling And Simulation Of Hybrid Systems

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Author : Mats Andersson
language : en
Publisher:
Release Date : 1994

Object Oriented Modeling And Simulation Of Hybrid Systems written by Mats Andersson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.