Research output per year
Research output per year
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Dive into the research topics where Magnus Værbak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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. Santos, M. F., Machado, J., Novais, P., Cortez, P. & Moreira, P. M. (eds.). Springer Nature, p. 193-205 (Lecture Notes in Computer Science, Vol. 14967).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
3 Downloads (Pure) -
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. (eds.). Springer Science+Business Media, p. 259-273 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile17 Downloads (Pure) -
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. (eds.). Springer Science+Business Media, p. 210-227 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 15271 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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A Digital Twin Framework for Simulating Distributed Energy Resources in Distribution Grids
Værbak, M., Billanes, J. D., Jørgensen, B. N. & Ma, Z. G., 23. May 2024, In: Energies. 17, 11, 36 p., 2503.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile54 Downloads (Pure) -
Ecosystem based Opportunity Identification and Feasibility Evaluation for Demand Side Management Solutions
Ma, Z. G., Christensen, K., Vaerbak, M., Fatras, N., Howard, D. A. & Jorgensen, B. N., 2023, 2023 IEEE Conference on Power Electronics and Renewable Energy, (CPERE). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile107 Downloads (Pure)
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IEA ES Task 43: Dansk deltagelse i IEA ES Task 43 “Storage for renewables and flexibility through standardized use of building mass”
Ma, Z. G. (Project manager), Christensen, K. (Project participant), Cong, L. (Project participant) & Værbak, M. (Project participant)
01/07/2023 → 30/06/2026
Project: Research
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Digital Energy Hub
Ma, Z. G. (Project manager), Christensen, K. (Project participant) & Værbak, M. (Project participant)
01/03/2022 → 28/02/2025
Project: Research
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Danish participation in IEA IETS Annex Task XVIII - Digitization, artificial intelligence and related technologies for energy efficiency and reduction of greenhouse gas emissions in industry
Ma, Z. G. (Project manager), Ma, Z. M. (Project participant), Clausen, C. S. B. (Project participant), Værbak, M. (Project participant) & Schwarz, H. (Project participant)
01/07/2021 → 31/12/2024
Project: Research
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Danish participation in IEA DHC Annex TS4 ‘Digitalisation of District Heating: Optimised Operation (and Maintenance) of District Heating and Cooling Schemes via Digital Processes Management’
Ma, Z. G. (Project manager), Christensen, K. (Project participant) & Værbak, M. (Project participant)
01/05/2022 → 31/05/2024
Project: Research
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Flexible Energy Denmark
Jørgensen, B. N. (Co-PI), Ma, Z. G. (Co-PI), Christensen, K. (PhD student) & Værbak, M. (PhD student)
01/12/2019 → 31/12/2023
Project: Research