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Jakob Bjørnskov

Observed names: Bjørnskov, Jakob, Bjørnskov, Jakob; id_orcid 0000-0003-4793-2967
ORCID: 0000-0003-4793-2967
Observed ORCID: 0000-0003-4793-2967
OpenAlex ID: A5046618276
An ontology-based innovative energy modeling framework for scalable and adaptable building digital twins
2023 · Jakob Bjørnskov, Muhyiddine Jradi · Energy and Buildings · 68
Large-scale field demonstration of an interoperable and ontology-based energy modeling framework for building digital twins
2025 · Jakob Bjørnskov, August Thomsen, et al. · Applied Energy · 18
Optimizing HVAC systems with model predictive control: integrating ontology-based semantic models for energy efficiency and comfort
2025 · Yujie Yang, Jakob Bjørnskov, et al. · Frontiers in Energy Research · 17
Automated model generation and parameter estimation of building energy models using an ontology-based framework
2025 · Jakob Bjørnskov, Muhyiddine Jradi, et al. · Energy and Buildings · 16
A Digital Twin Platform for Energy Efficient and Smart Buildings Applications
2023 · Muhyiddine Jradi, Jakob Bjørnskov · International Conference on Advances in Computational Tools for Engineering Applications · 14
Component-level re-commissioning of a newly retrofitted Danish healthcare building
2022 · Jakob Bjørnskov, Muhyiddine Jradi, et al. · Journal of Building Engineering · 10
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Optimization of district heating production with thermal storage using mixed-integer nonlinear programming with a new initialization approach
2021 · Jakob Bjørnskov, Lasse Kappel Mortensen, et al. · Energy Informatics · 9
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Ontology-based Digital Twins for informed decision-making: Scenario testing and optimization in hospital building operations
2025 · August M.S. Thomsen, Jakob Bjørnskov, et al. · Journal of Building Engineering · 7
Development and demonstration of a digital twin platform leveraging ontologies and data-driven simulation models
2025 · Jakob Bjørnskov, Avneet Badhwar, et al. · Journal of Building Performance Simulation · 7
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A fully automated and scalable approach for indoor temperature forecasting in buildings using artificial neural networks
2023 · Bjørnskov, Jakob, Jradi, Muhyiddine, et al. · University of Southern Denmark Research Portal (University of Southern Denmark) · 4
A Modular Thermal Space Coupling Approach for Indoor Temperature Forecasting Using Artificial Neural Networks
2022 · Bjørnskov, Jakob; id_orcid 0000-0003-4793-2967, Jradi, Muhyiddine; id_orcid 0000-0002-3039-1845 · University of Southern Denmark Research Portal (University of Southern Denmark) · 4
Adaptable and scalable energy modeling of ventilation systems as part of building digital twins
2023 · Andreas Hyrup Andersen, Jakob Bjørnskov, et al. · Building Simulation Conference proceedings · 3
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Ontology-driven digital twins for optimized recommissioning of hospital building operations
2026 · August M.S. Thomsen, Jakob Bjørnskov, et al. · Journal of Building Engineering · 2
Implementation and demonstration of an automated energy modeling framework for scalable and adaptable building digital twins based on the SAREF ontology
2023 · Jakob Bjørnskov, Muhyiddine Jradi · Building Simulation Conference proceedings · 2
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Twin4Build: Automating Building Digital Twins from Semantic Models to Differentiable Optimization
2026 · Jakob Bjørnskov, Andres Sebastian Cespedes-Cubides, et al. · eSim: IBPSA-Canada Building Simulation Conference (eSim)
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A Proposed Methodology Towards Adaptable and Effective Building Digital Twins:Energy Models and Data Requirements, DanRETwin Project Report, October 2024.
2024 · Jradi, Muhyiddine; id_orcid 0000-0002-3039-1845, Bjørnskov, Jakob; id_orcid 0000-0003-4793-2967 · University of Southern Denmark Research Portal (University of Southern Denmark)
Automated demand-side flexibility identification and utilization in energy optimization
2021 · Jakob Bjørnskov, Muhyiddine Jradi, et al. · University of Southern Denmark Research Portal (University of Southern Denmark)
Works count: 19
Citation count: 181
H-index: 7
I10-index: 6
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