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Gomes Pereira Sarmento, A., Braun, R., Krus, P. & Villani, E. (2025). A New Multi-Agent Simulator Framework Using Hopsan and Unreal 5.3. In: Proceedings of the 12th Swedish Aerospace Technology Congress: . Paper presented at 12th Swedish Aerospace Technology Congress . Linköping University Electronic Press, 215
Open this publication in new window or tab >>A New Multi-Agent Simulator Framework Using Hopsan and Unreal 5.3
2025 (English)In: Proceedings of the 12th Swedish Aerospace Technology Congress, Linköping University Electronic Press, 2025, Vol. 215Conference paper, Published paper (Refereed)
Abstract [en]

Unmanned Aircraft Systems (UAS) research increasingly requires high-performance, multi-agent simulation environments that integrate realistic dynamics with immersive visualization. This paper introduces a distributed co-simulation framework that seamlessly combines the dynamic modeling capabilities of Hopsan with the advanced rendering and interaction tools of Unreal Engine 5.3. Communication between the two platforms is achieved through a lightweight, User Datagram Protocol (UDP) based plugin, which supports bi-directional real-time data exchange and is complemented by a USB Raw Input plugin to integrate human-in-the-loop joystick control. The proposed framework was validated across progressively complex scenarios. First, a single F‑16 aircraft data model was imported from Hopsan, encompassing waypoint-guided dynamics, atmospheric effects, actuation, and geoid-based altitude calibration. Its state reinforced by Hopsan was visualized in Unreal in real-time. Second, the platform was extended to support two independent F‑16 agents, each communicating via dedicated UDP ports, thereby demonstrating modular, scalable, multi-agent operation. Third, we introduced a Human Machine Interface (HMI) scenario, where one aircraft was piloted manually via joystick input, while the second autonomously followed the same waypoint sequence. This validated the framework’s capacity to handle human interaction in a multi-agent context. Results evidence synchronized simulation at real-time performance, accurate environmental interactions (terrain, wind, collision), and reliable human-in-the-loop control. The framework’s architecture promotes modularity, scalability, and deployment flexibility across multiple machines. Future enhancements will explore tighter coupling with Unreal’s environmental physics, adoption of fluid dynamics, and scaling to larger agent ensembles. By integrating open-source dynamical modeling with high-fidelity graphical simulation, this platform offers a robust foundation for UAS mission planning, operator training, and AI-driven control validation.

Place, publisher, year, edition, pages
Linköping University Electronic Press, 2025
Series
Linköping Electronic Conference Proceedings, ISSN 1650-3686, E-ISSN 1650-3740
Keywords
Multi-Agent Simulation, Co-Simulation Architecture, Unmanned Aircraft Systems (UAS), High-Fidelity Visualization
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-222724 (URN)10.3384/ecp215.1188 (DOI)
Conference
12th Swedish Aerospace Technology Congress 
Available from: 2026-04-10 Created: 2026-04-10 Last updated: 2026-04-10
Landberg, M., Jouannet, C., Sethson, M., Lundström, D. & Krus, P. (2025). An Actuator for Multiple Variable Camber Trailing Edge Flaps. In: AIAA SCITECH 2025 FORUM: . Paper presented at AIAA SCITECH 2025 Forum, 6-10 January 2025, Orlando, FL. American Institute of Aeronautics and Astronautics (AIAA)
Open this publication in new window or tab >>An Actuator for Multiple Variable Camber Trailing Edge Flaps
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2025 (English)In: AIAA SCITECH 2025 FORUM, American Institute of Aeronautics and Astronautics (AIAA) , 2025Conference paper, Published paper (Other academic)
Abstract [en]

This concept paper focuses on integrating the Hydraulic Infinite Linear Actuator - Multi Rod (HILA-MR) technology into Variable Camber Continuous Trailing Edge Flap (VCCTEF) systems for Blended Wing Body (BWB) aircraft. HILA-MR is a novel actuator design enabling precise control of multiple flap segments in a VCCTEF via shared pistons. The HILA-MR/VCCTEF system demonstrates significantly lower power requirements compared to traditional simple flap systems and promotes a more optimal use of force and speed potential of hydraulic actuation throughout the flight envelope, reducing power requirements and contributing to overall efficiency and lower fuel burn. The system offers potential for drag reduction, improved efficiency, and reduced weight and volume for actuation and secondary power components in BWB aircraft. The aim of this paper is to give a comprehensive presentation of the HILA-MR system in a VCCTEF application, evaluate different aspects, design issues and benchmark the technology against present solutions.   

Place, publisher, year, edition, pages
American Institute of Aeronautics and Astronautics (AIAA), 2025
Series
AIAA 2025-1647
National Category
Mechanical Engineering
Identifiers
urn:nbn:se:liu:diva-211642 (URN)10.2514/6.2025-1647 (DOI)001659587800219 ()2-s2.0-86000188795 (Scopus ID)9781624107238 (ISBN)
Conference
AIAA SCITECH 2025 Forum, 6-10 January 2025, Orlando, FL
Available from: 2025-02-12 Created: 2025-02-12 Last updated: 2026-05-25Bibliographically approved
Rosenlund, E., Hällqvist, R., Braun, R. & Krus, P. (2025). Automation Nation: Taming Complex V&V Workflows. In: Dirk Zimmer, Ulf Christian Müller (Ed.), Proceedings of the 16th International Modelica & FMI Conference: . Paper presented at 16th International Modelica & FMI Conference.
Open this publication in new window or tab >>Automation Nation: Taming Complex V&V Workflows
2025 (English)In: Proceedings of the 16th International Modelica & FMI Conference / [ed] Dirk Zimmer, Ulf Christian Müller, 2025Conference paper, Published paper (Refereed)
Abstract [en]

In the realm of model verification, ensuring traceability and repeatability is paramount for achieving Modeling & Simulation (M&S) credibility and development efficiently. This paper explores challenges and solutions for expressing complex model Verification & Validation (V&V) workflows that ensures readability while still enables automation, parallelization and advanced customization of verification activities. This paper contributes a practical solution that is evaluated through a detailed implementation within an in-house developed multipurpose automation and Verification & Validation (V&V) framework.

Series
Linköping Electronic Conference Proceedings, ISSN 1650-3686, E-ISSN 1650-3740
Keywords
model verification, machine-interoperable traceability, workflow automation, model-driven engineering, simulation credibility, verification and validation
National Category
Engineering and Technology
Identifiers
urn:nbn:se:liu:diva-222723 (URN)10.3384/ecp218751 (DOI)
Conference
16th International Modelica & FMI Conference
Projects
ERATOOpenScaling
Funder
Vinnova
Available from: 2026-04-10 Created: 2026-04-10 Last updated: 2026-04-10
Pereira, L., Krus, P. & Klofsten, M. (Eds.). (2025). Beyond Boundaries: Unleashing Innovation with Ideas. Paper presented at Interdisciplinary Conference on Innovation, Design, Entrepreneurship, and Sustainable Systems (IDEAS), 2024.. Springer Nature
Open this publication in new window or tab >>Beyond Boundaries: Unleashing Innovation with Ideas
2025 (English)Conference proceedings (editor) (Refereed)
Abstract [en]

This book presents the proceedings of the Interdisciplinary Conference on Innovation, Design, Entrepreneurship, and Sustainable Systems (IDEAS 2024). It explores the cutting-edge ideas that are shaping the future of innovation, design, entrepreneurship, and sustainability. This book navigates the most recent research trends and practices, with unique insights on how to address innovation, design, and entrepreneurship on a sustainable basis. This book is an essential reference for anyone interested in staying up to date on the latest research, whether they are academics, designers, entrepreneurs, or sustainability enthusiasts. Get your copy now and take part in the debate about the future of sustainable innovation.

Place, publisher, year, edition, pages
Springer Nature, 2025. p. 417
Series
Design Science and Innovation, ISSN 2509-5986, E-ISSN 2509-5994
Keywords
Space Exploration Technologies, Satellite Innovation and Applications, Aerospace Engineering Advancements, Sustainable Space Initiatives, Art and Technology Integration
National Category
Other Engineering and Technologies
Identifiers
urn:nbn:se:liu:diva-218680 (URN)10.1007/978-3-031-96173-1 (DOI)9783031961724 (ISBN)9783031961755 (ISBN)9783031961731 (ISBN)
Conference
Interdisciplinary Conference on Innovation, Design, Entrepreneurship, and Sustainable Systems (IDEAS), 2024.
Available from: 2025-10-10 Created: 2025-10-10 Last updated: 2025-11-28
Leite, B., Godoy, L., da Silva, C., Pereira, P., Krus, P. & Pereira, L. (2025). Cognitive Diversity as the New Frontier of Design Process. In: Amaresh Chakrabarti, Vishal Singh, Shakuntala Acharya (Ed.), The Future of Design Education: Proceedings of InFuSED23. Paper presented at The Future of Design Education, InFuSED23, Bangalore, India (pp. 47-56). Singapore: Springer
Open this publication in new window or tab >>Cognitive Diversity as the New Frontier of Design Process
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2025 (English)In: The Future of Design Education: Proceedings of InFuSED23 / [ed] Amaresh Chakrabarti, Vishal Singh, Shakuntala Acharya, Singapore: Springer, 2025, p. 47-56Conference paper, Published paper (Refereed)
Abstract [en]

This chapter proposes a reflection on the cognitive process used by designers when building a solution during design activities. The assumption is that diversity in cognition is critical to the design process. As a result, multisensory, or multimodal experiences should be incorporated into design teams more so than interdisciplinary ones. These claims are founded on a body of research that describes how designers solve problems and how our minds interpret the outside environment via sensory perception. It is important to consider the cognitive requirements of multisensory experiences in the conceptual phase of design. It is a challenge to move forward the knowledge in the design field by including people with diverse cognitive perspectives not to test a solution, but during the design process that creates an entire new system. The only way to achieve that is to embrace diversity in design schools together with the way design education is delivered.

Place, publisher, year, edition, pages
Singapore: Springer, 2025
Series
Design science and innovation, ISSN 2509-5986
National Category
Other Engineering and Technologies Other Engineering and Technologies
Identifiers
urn:nbn:se:liu:diva-211651 (URN)10.1007/978-981-97-7363-3_4 (DOI)978-981-97-7362-6 (ISBN)978-981-97-7365-7 (ISBN)978-981-97-7363-3 (ISBN)
Conference
The Future of Design Education, InFuSED23, Bangalore, India
Available from: 2025-02-12 Created: 2025-02-12 Last updated: 2026-05-25
Lovaco, J., Zuber, K., Munjulury, R. C. & Krus, P. (2025). Communication Architectures for System of Systems Engineering. In: : . Paper presented at 28th AIDAA International Congress and the 10th CEAS Aerospace Europe Conference..
Open this publication in new window or tab >>Communication Architectures for System of Systems Engineering
2025 (English)Conference paper, Published paper (Refereed)
Abstract [en]

System of Systems Engineering (SoSE) studies how independent constituent sys-tems interact to generate emergent capabilities. However, it is challenging linking the studyoperations and SoSE to software implementation and agent-based simulations. This paperconsiders communication as the primary architectural concern and examines how softwarearchitectures can improve SoS modelling and simulation. In particular, by relating soft-ware architectures to Observe–Orient–Decide–Act (OODA) loops, which are a promisingstructure for aligning communication, decision logic, and agent interactions with modularand traceable agent architectures. The goal of this work is to explore how communicationwithin SoS architectures can be better structured, represented, and analysed through soft-ware engineering and agent-based modelling frameworks in the context of hierarchical andcooperative operational environments, where information exchange directly influences sys-tem performance and emergent outcomes.

Keywords
System of Systems Engineering, System of Systems Architecture, Communica- tion, Software Architecture, Agent-Based Modelling and Simulation
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-221330 (URN)
Conference
28th AIDAA International Congress and the 10th CEAS Aerospace Europe Conference.
Available from: 2026-02-16 Created: 2026-02-16 Last updated: 2026-02-26
Dell'Amico, A., de Abreu Burgos Gonçalves, T., Soares Castro, Y., Oliveira, W., Marcos, P. N., Villani, E., . . . Krus, P. (2025). Interdisciplinary human-in-the-loop simulation framework for evaluation of actuation system concepts. In: Proceedings of the 12th Swedish Aerospace Technology Congress: . Paper presented at Swedish Aerospace Technology Congress, Stockholm, October 14-15, 2025. , 215
Open this publication in new window or tab >>Interdisciplinary human-in-the-loop simulation framework for evaluation of actuation system concepts
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2025 (English)In: Proceedings of the 12th Swedish Aerospace Technology Congress, 2025, Vol. 215Conference paper, Published paper (Refereed)
Series
Linköping Electronic Conference Proceedings, ISSN 1650-3686, E-ISSN 1650-3740 ; 1650-3740
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-222958 (URN)10.3384/ecp215.1179 (DOI)
Conference
Swedish Aerospace Technology Congress, Stockholm, October 14-15, 2025
Projects
MultiMode Actuation Systems, Vinnova 2020-00497
Available from: 2026-04-17 Created: 2026-04-17 Last updated: 2026-04-24
Lovaco, J., Zuber, K., Munjulury, R. C., Jouannet, C. & Krus, P. (2025). Modular OODA-Based Agents for Scalableand Adaptive AI in System-of-Systems Modelling and Simulation. In: : . Paper presented at 28th AIDAA International Congress and the 10th CEAS Aerospace Europe Conference..
Open this publication in new window or tab >>Modular OODA-Based Agents for Scalableand Adaptive AI in System-of-Systems Modelling and Simulation
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2025 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Agent-Based Modelling and Simulation (ABMS) is widely used in System-of-Systems (SoS) studies to represent constituent systems operating in dynamic environments.However, the absence of standardised agent architectures hinders scalability, behaviour trace-ability, and comparative evaluation of emergence, coordination, and operational perfor-mance. This work introduces a modular agent design based on Observe–Orient–Decide–Act(OODA) loops as a framework for SoS simulations, enabling transparent information flow andArtificial Intelligence (AI) integration at the decision layer. A wildfire suppression scenariois used for the study, modelling firefighting crews, aircraft, helicopters, bulldozers, and anincident commander as OODA-driven agents. Results show that OODA-based agents exhibitcoherent and traceable team behaviours, adaptive task switching, and communication-drivencoordination, supporting the study of emergence and interoperability in SoS operations. TheDecision stage is designed for future improvements in the form of learning-based AI and LargeLanguage Models to enhance autonomy and operational fidelity.

Keywords
System of Systems; Agent-Based Modelling and Simulation; OODA loop; Wild- fire Suppression; Collaborative AI
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-221254 (URN)
Conference
28th AIDAA International Congress and the 10th CEAS Aerospace Europe Conference.
Available from: 2026-02-16 Created: 2026-02-16 Last updated: 2026-02-26
Rosenlund, E., Hällqvist, R., Braun, R. & Krus, P. (2025). Objectively Defined Intended Uses, a Prerequisite to Efficient MBSE. In: Michael Tiller, Hubertus Tummescheit, Luigi Vanfretti, Christopher Laughman, and Michael Wetter (Ed.), Proceedings of the American Modelica Conference 2024: . Paper presented at American Modelica Conference 2024.
Open this publication in new window or tab >>Objectively Defined Intended Uses, a Prerequisite to Efficient MBSE
2025 (English)In: Proceedings of the American Modelica Conference 2024 / [ed] Michael Tiller, Hubertus Tummescheit, Luigi Vanfretti, Christopher Laughman, and Michael Wetter, 2025Conference paper, Published paper (Refereed)
Abstract [en]

This article proposes a method for improved model verification within Large-Scale Simulators (LSS). The approach relies on machine-interoperable traceability of model verification information, such as model Operational Domains (ODs). This enables automated evaluation of model relevance and facilitates the combination of models for a broader evaluation of credible simulation results. The paper introduces a proof-of-concept testbed for verification of black-box models against model requirements. Furthermore, the results also include a proposal for a machine-readable format to capture model requirement Verification & Validation (V&V) results, along with the resulting model and updated model OD information. 

Series
Linköping Electronic Conference Proceedings, ISSN 1650-3686, E-ISSN 1650-3740
Keywords
verification and validation, operational domain, large-scale simulators (LSS), machine-interoperable traceability, model reuse, model exploration, simulation credibility, FMI, SSP, traceability
National Category
Engineering and Technology
Identifiers
urn:nbn:se:liu:diva-222715 (URN)10.3384/ecp20729 (DOI)978-91-8075-568-9 (ISBN)
Conference
American Modelica Conference 2024
Projects
OpenSCALING
Available from: 2026-04-09 Created: 2026-04-09 Last updated: 2026-04-09
Lovaco, J., Munjulury, R. C. & Krus, P. (2025). The Large Language Model Pilot: Generative Artificial Intelligence for Cyber-Physical Flight Simulations. In: FT2025: Proceedings of the 12th Swedish Aerospace Technology Congress: . Paper presented at 12th SWEDISH AEROSPACE TECHNOLOGY CONGRESS FT2025, October 14-15, 2025.
Open this publication in new window or tab >>The Large Language Model Pilot: Generative Artificial Intelligence for Cyber-Physical Flight Simulations
2025 (English)In: FT2025: Proceedings of the 12th Swedish Aerospace Technology Congress, 2025Conference paper, Published paper (Refereed)
National Category
Vehicle and Aerospace Engineering
Identifiers
urn:nbn:se:liu:diva-221253 (URN)
Conference
12th SWEDISH AEROSPACE TECHNOLOGY CONGRESS FT2025, October 14-15, 2025
Available from: 2026-02-16 Created: 2026-02-16 Last updated: 2026-02-26
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0002-2315-0680

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