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Environmental Agent-Based Modelling For A Firefighting System Of Systems
Linköping University, Department of Management and Engineering, Fluid and Mechatronic Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-2322-2402
Linköping University, Department of Management and Engineering, Fluid and Mechatronic Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-7797-4239
Linköping University, Department of Management and Engineering, Fluid and Mechatronic Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-2315-0680
2022 (English)In: 33rd Congress of the International Council of the Aeronautical Sciences, 2022Conference paper, Published paper (Refereed)
Abstract [en]

In the field of System-of-Systems (SoS) engineering, the study of interactions between complex systems froma holistic point of view is important for finding emerging behaviours. To observe as many behaviours aspossible, especially when field testing is not a viable option, simulations play an important role in design spaceexploration and formulation for the Firefighting SoS framework. The presented work describes an AgentBased Model (ABM) approach for simulation of wildfire spread and its detection using collaborating vehicles:Unmanned Aerial Vehicles (UAVs), or partly autonomous air- and land-based vehicles. Implemented in theopen-source software NetLogo, the usage of its Geographic Information System (GIS) extension allows tosimulate scenarios at specific locations. This ABM will be used in the future for Agent-Based Simulations(ABS) for the study of an SoS framework oriented to firefighting, including design and optimization of the SoS,constituent systems and their subsystems.

Place, publisher, year, edition, pages
2022.
Keywords [en]
Systems of Systems, Agent-Based Simulation, Aerospace Systems, Cyber-Physical Modelling, Wildfire Detection
National Category
Aerospace Engineering
Identifiers
URN: urn:nbn:se:liu:diva-192091OAI: oai:DiVA.org:liu-192091DiVA, id: diva2:1740472
Conference
ICAS2022, Stockholm, Sweden, 4-9 September, 2022.
Available from: 2023-03-01 Created: 2023-03-01 Last updated: 2024-12-17Bibliographically approved
In thesis
1. Wildfire Management as a System of Systems: Systems Engineering Considerations Using Agent-Based Simulation and Large Language Models
Open this publication in new window or tab >>Wildfire Management as a System of Systems: Systems Engineering Considerations Using Agent-Based Simulation and Large Language Models
2024 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

Wildfires are extremely difficult to manage and control. If they grow out of control, they are capable of destroying countless resources and entire populations. Over the years, resources and tactics have been focused on improving reactive capabilities. However, adopting a proactive approach can reduce reaction time and the necessary resources when action is needed for suppressing a fire. Both the proactive and reactive phases of wildfire management involve numerous systems that need to communicate and collaborate. When a collection of systems is working together towards a goal, it is beneficial to see them as a System of Systems. This thesis takes a System of Systems approach to wildfire management and examines modelling and simulation considerations, with special interest in methods that can be used to obtain a refined set of system requirements. More specifically, aircraft requirements for the concept generation of firefighting aerial vehicles. Additionally, the thesis considers stakeholders’ needs and the consequent viewpoints reflecting their interests and concerns, which are necessary for developing high-level operational concepts. These topics are often overlooked, yet necessary to keep communities engaged and to develop measures of effectiveness and performance that capture the value of different System of Systems combinations. All these considerations are intended to contribute to the improvement of holistic requirement generation for product development. 

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2024. p. 52
Series
Linköping Studies in Science and Technology. Licentiate Thesis, ISSN 0280-7971 ; 2010
National Category
Embedded Systems
Identifiers
urn:nbn:se:liu:diva-210509 (URN)10.3384/9789180759281 (DOI)9789180759274 (ISBN)9789180759281 (ISBN)
Presentation
2025-02-14, A35, 10:15 (English)
Opponent
Supervisors
Funder
VinnovaSwedish Defence Materiel AdministrationEU, Horizon 2020, COLOSSUS
Available from: 2024-12-17 Created: 2024-12-17 Last updated: 2025-01-17Bibliographically approved

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Lovaco, JorgeStaack, IngoKrus, Petter

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