SDU Center for Energy Informatics

2025

A Cost-Effective Edge Computing Gateway for Smart Buildings

Madsen, S. S., Staugaard, B. E., Ma, Z. G., Yussof, S. & Jørgensen, B. N., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer, s. 37–54

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A Review of Intelligent Technologies in District Heating Systems

Ma, Z. G. & Jørgensen, B. N., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (red.). Springer, s. 123–134 (Lecture Notes in Computer Science, Bind 14968).

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Challenges in Transitioning from Co-Simulation to Practical Application: A Case Study on Economic Emission Dispatch in a Greenhouse Compartment

Clausen, C. S. B., Lehnhoff, S., Schwarz, J. S., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer, s. 173-192

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Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process

Howard, D. A., Værbak, M., Ma, Z. M., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part I. Springer Nature, s. 193-205 (Lecture Notes in Computer Science, Bind 14967).

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Data-Driven Digital Twin for Foundry Production Process: Facilitating Best Practice Operations Investigation and Impact Analysis

Howard, D. A., Værbak, M., Ma, Z., Jørgensen, B. N. & Ma, Z., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer Science+Business Media, s. 259-273 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15271 LNCS).

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Data-Driven Reliability Analysis of District Heating Systems for Asset Management Applications: A Review

Rafati, A., Tahavori, M. & Shaker, H. R., jan. 2025, I: Sustainable Cities and Society. 118, 12 s., 106052.

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Energy Data Collection Protocol: A Case Study on the ADRENALIN Project

Tolnai, B. A., Ma, Z. G. & Jørgensen, B. N., 2025, Energy Informatics. EI.A 2024. Springer

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Fuel Efficiency Analysis of the Public Transportation System Based on the Gaussian Mixture Model Clustering

Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (red.). Springer, s. 209–219 (Lecture Notes in Computer Science, Bind 14968).

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Harnessing E-Trucks as Mobile Microgrids: Enhancing Community Health Clinics' Resilience in Indonesia

Cong, L., Jørgensen, B. N. & Ma, Z. G., 2025, I: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). s. 336-354

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Leveraging Digital Twins for Sustainable District Heating: A Study on Waste Heat from Power-to-X Plants

Værbak, M., Jørgensen, B. N. & Ma, Z., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer Science+Business Media, s. 210-227 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15271 LNCS).

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Leveraging Internet of Things Network Metadata for Cost-Effective Automatic Smart Building Visualization

Staugaard, B. E., Madsen, S. S., Ma, Z. G., Yussof, S. & Jørgensen, B. N., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Springer, s. 55-70 (Lecture Notes in Computer Science, Bind 15271).

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Multi-agent based modeling for investigating excess heat utilization from electrolyzer production to district heating network

Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics - 4th Energy Informatics Academy Conference, EI.A 2024, Proceedings. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer, s. 365-378

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Multi-Agent Based Simulation for Decentralized Electric Vehicle Charging Strategies and their Impacts

Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, Progress in Artificial Intelligence: 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part II. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (red.). Springer, s. 220-232 (Lecture Notes in Computer Science, Bind 14968).

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Multi-Agent Based Simulation for Investigating Centralized Charging Strategies and their Impact on Electric Vehicle Home Charging Ecosystem

Christensen, K., Jørgensen, B. N. & Ma, Z. G., 2025, 4th Energy Informatics Academy Conference 2024. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer, s. 193-209

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Preface

Jørgensen, B. N., Wijaya, F. D., Sarjiya, S., Ma, Z. G. & Irnawan, R., 2025, I: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 15271 LNCS, s. v-vii

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Process-to-Market: A Web-Based Evaluation Tool for Electricity Market Participation

Schwarz, H., Gärdström, H. F., Fatras, N., Madsen, F. W., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer Science+Business Media, s. 71-88 18 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15271 LNCS).

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Process-to-Market: A Web-based Evaluation Tool for Electricity Market Participation

Schwarz, H., Gärdström, H. F., Fatras, N., Madsen, F. W., Jørgensen, B. N. & Ma, Z. G., 2025, s. 71-88. 19 s.

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Symbiosis: A Web-Based Decision Support Tool for Achieving Symbiosis in Industrial Parks

Gärdström, H. F., Schwarz, H., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer Science+Business Media, s. 21-36 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 15271 LNCS).

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2024

Adaptive Agents in 1v1 Snake Game with Dynamic Environment

Gärdström, H. F., Schwarz, H. & Scirea, M., 2024, 2024 IEEE Conference on Games (CoG). IEEE Press, 4 s. (Proceedings - IEEE Conference on Games).

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A Data-driven and Ontology-based Energy Modeling Framework for Building Digital Twins

Bjørnskov, J., 4. nov. 2024, Syddansk Universitet. Det Tekniske Fakultet. 203 s.

Publikation: Afhandling › Ph.d.-afhandling

A Digital Twin Framework for Simulating Distributed Energy Resources in Distribution Grids

Værbak, M., Billanes, J. D., Jørgensen, B. N. & Ma, Z. G., 23. maj 2024, I: Energies. 17, 11, 36 s., 2503.

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A Modifiable Architectural Design for Commercial Greenhouses Energy Economic Dispatch Testbed

Clausen, C. S. B., Jørgensen, B. N. & Ma, Z. G., 2024, Energy Informatics: Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6–8, 2023, Proceedings, Part I. Jørgensen, B. N., da Silva, L. C. P. & Ma, Z. (red.). Springer, s. 234–252 (Lecture Notes in Computer Science, Bind 14467).

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An agent-based simulation framework for industrial consumers’ participation in electricity markets

Fatras, N., 21. mar. 2024, Syddansk Universitet. Det Tekniske Fakultet. 441 s.

Publikation: Afhandling › Ph.d.-afhandling

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A Novel RMPC Strategy for Three-Phase Inverters Operating in Grid-Connected and Standalone Modes

Mirshekali, H., Dashti, R., Ghaffari, V., Shaker, H. R., Mardani, M. M., Mijatovic, N. & Dragicevic, T., sep. 2024, I: Electric Power Systems Research. 234, 11 s., 110763.

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A practical approach for measuring the energy-saving potential of building operation.

Cubides, A. S. C. & Jradi, M., 2024, (Accepteret/In press) 6th Euro-Mediterranean Conference for Environmental Integration (EMCEI-2024).

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A Proposed Methodology Towards Adaptable and Effective Building Digital Twins: Energy Models and Data Requirements, DanRETwin Project Report, October 2024.

Jradi, M. & Bjørnskov, J., okt. 2024, 27 s.

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A Renewable Multigeneration Energy System for a Public School in Denmark

Maahn Skyggebjerg Thomsen, A., Jalal El-Ahmad, A., Ibrahim Al-Badri, A. & Jradi, M., 2024, Proceedings of the 20th International Conference on Sustainable Energy Technologies.

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A review of building digital twins to improve energy efficiency in the building operational stage

Cespedes-Cubides, A. S. & Jradi, M., feb. 2024, I: Energy Informatics. 7, 1, 31 s., 11.

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A Review of Privacy Concerns in Energy-Efficient Smart Buildings: Risks, Rights, and Regulations

Bakar, A. A., Yussof, S., Ghapar, A. A., Sameon, S. S. & Jørgensen, B. N., mar. 2024, I: Energies. 17, 5, 17 s., 977.

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A Scoping Review of Energy-Efficient Driving Behaviors and Applied State-of-the-Art AI Methods

Ma, Z., Jørgensen, B. N. & Ma, Z. G., 19. jan. 2024, I: Energies. 17, 2, 19 s., 500.

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A scoping review of In-the-loop paradigms in the energy sector focusing on software-in-the-loop

Clausen, C. S. B., Jørgensen, B. N. & Ma, Z. G., 27. feb. 2024, (E-pub ahead of print) I: Energy Informatics. 7, 12, 40 s., 12.

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A systematic data characteristic understanding framework towards physical-sensor big data challenges

Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2024, I: Journal of Big Data. 11, 1, 37 s., 84.

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Automated Model Generation and Parameter Estimation of Building Energy Models Using an Ontology-Based Framework

Bjørnskov, J., Jradi, M. & Wetter, M., 2024, (Afsendt) I: Energy and Buildings.

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Comments on the Effects of Variables’ Magnitude of Process Changes and Standard Deviations in "Adaptive Multivariate Statistical Process Control for Monitoring Time-Varying Processes"

Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 21. feb. 2024, I: Industrial & Engineering Chemistry Research. 63, 7, s. 3349-3352

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Composite Nonlinear Feedback Control of a DC-DC Boost Converter under Input Voltage and Load Variation

Vazani, A., Mirshekali, H., Mijatovic, N., Ghaffari, V., Dashti, R., Shaker, H. R., Mardani, M. M. & Dragičević, T., 1. jan. 2024, I: International Journal of Electrical Power & Energy Systems. 155, Pt. B, 13 s., 109562.

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Contextual Operational Energy Performance Indexing of District Heating Consumers

Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 1. sep. 2024, I: Energy. 302, 12 s., 131766.

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Data-driven digital twining of ventilation systems for performance optimization: A university building case study

Cubides, A. S. C., Jradi, M. & Bjørnskov, J., 16. maj 2024, (Accepteret/In press) Building Simulation Applications (BSA) Proceedings.

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Data-Driven Proactive Maintenance and Asset Management for Energy Distribution Networks

Bidragets oversatte titel: Data-Drevet Proaktiv Vedligeholdelse og Asset Management af EnergidistributionsnetværkerMortensen, L. K., 4. nov. 2024, Syddansk Universitet. Det Tekniske Fakultet. 226 s.

Publikation: Afhandling › Ph.d.-afhandling

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Data-Driven Reliability Prediction for District Heating Networks

Mortensen, L. K. & Shaker, H. R., 2. jul. 2024, I: Smart Cities. 7, 4, s. 1706-1722

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DataPro – A Standardized Data Understanding and Processing Procedure: A Case Study of an Eco-driving Project

Ma, Z., Jørgensen, B. N. & Ma, Z. G., 2025, Energy Informatics: 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part I. Jørgensen, B. N., Ma, Z. G., Wijaya, F. D., Irnawan, R. & Sarjiya, S. (red.). Springer, s. 136–154 (Lecture Notes in Computer Science, Bind 15271).

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Designing Digitally Enabled Proactive Maintenance Systems in Power Distribution Grids: A Scoping Literature Review

Mortensen, L. K., Sundsgaard, K., Shaker, H. R., Hansen, J. Z. & Yang, G., dec. 2024, I: Energy Reports. 12, 21 s.

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Digital Twin-Based Fault Detection and Prioritisation in District Heating Systems: A Case Study in Denmark

Madsen, F. W., Bank, T., Søndergaard, H. A. N., Mortensen, L. K. & Shaker, H. R., 2024, Energy Informatics : Third Energy Informatics Academy Conference, EI.A 2023, Campinas, Brazil, December 6–8, 2023, Proceedings, Part II. Nørregaard, B., Pereira da Silva, L. C. & Ma, Z. (red.). Springer, Bind 2. s. 277–291 (Lecture Notes in Computer Science, Bind 14468).

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Enabling Alarm-Based Fault Prediction for Smart Meters in District Heating Systems: A Danish Case Study

Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 14. maj 2024, I: Smart Cities. 7, 3, s. 1126-1148

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Enhanced Fault Detection in Energy Systems Using Individual Contextual Forgetting Factors in Recursive Principal Component Analysis

Søndergaard, H. A. N., Shaker, H. R. & Jørgensen, B. N., 1. dec. 2024, I: Energy and Buildings. 324, 19 s., 114851.

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Final Project Report: Proactive and Predictive Maintenance of District Heating Systems

Shaker, H. R., Mortensen, L. K. & Søndergaard, H. A. N., 2024

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Final Project Report: Smart Fault Prediction and Location for Distribution Grids

Mortensen, L. K., Santos, A. Q., Bayati, N., Shaker, H. R. & Handrup, K., 2024

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Large-scale field demonstration of an interoperable and ontology-based energy modeling framework for building digital twins

Bjørnskov, J., Maahn Skyggebjerg Thomsen, A. & Jradi, M., 2024, (Afsendt) I: Applied Energy.

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