Research output per year
Research output per year
Personal profile
Other information
Language Skills:Danish
English
Research areas
- Solar power forecasting
- Modelling of heat dynamics of buildings
- Forecasting of heat load in buildings
- Forecasting of load from industrial freezers and refrigirators
- Modelling of dynamical systems
- Time series analysis
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD in mathematical statistics, DTU
Nov 2008 → Jun 2012
Applied mathematics, DTU
Sept 2001 → Mar 2008
External positions
Scientific assistent, DTU
Apr 2008 → Sept 2008
C# Programmer, Codehouse
2004 → 2006
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Conditional parametric ARMAX models for observed hourly heat-load dynamics in apartment buildings
Smertinas, J., Bacher, P. & Lindström, E., 2025, In: Sustainable Cities and Society. 122, 13 p., 106235.Research output: Contribution to journal › Journal article › Research › peer-review
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Review of Fault Detection Applications and Methods in Buildings
Van Hove, M. Y. C., Bacher, P., Bjerregård, M. B., Holi, M., Cali, D., Kloppenborg, J., Bivolarova, M. P., Toftum, J., Andersen, R. K., Rupp, R. F., Pavlov, G. & Simone, A., 2025, Kgs. Lyngby: Technical University of Denmark. 14 p.Research output: Book/Report › Report › Research
Open AccessFile185 Downloads (Orbit) -
Adaptive SARIMA modeling for continuous chamber temperature tracking in ultra-low temperature freezers
Huang, T., Bacher, P., Markussen, W. B. & D’Ettorre, F., 2024, In: International Journal of Refrigeration. 165, p. 1-15Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile24 Downloads (Orbit) -
Asset Management Strategies for District Heating Networks
Grønborg, J., Tahavori, M. & Bacher, P., 2024.Research output: Contribution to conference › Paper › Research › peer-review
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Data-driven modeling of the refrigeration load in supermarkets: A case study on three European supermarkets
Schulte, A., Friese, J., Bacher, P., Hellmann, S., Hanslik, F., Larsen, L. F. S., Heerup, C., Tegethoff, W., Zühlsdorf, B. & Köhler, J., 2024, In: International Journal of Refrigeration. 166, p. 31-41Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile110 Downloads (Orbit)
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Modelling and Control of Flexible Energy Systems ¿ multi-carrier flexibility services for buildings in the Bluebird Horizon Project
Kaufmann, K. A. H. (PhD Student), Tsaousoglou, G. (Main Supervisor) & Bacher, P. (Supervisor)
01/05/2025 → 30/04/2028
Project: PhD
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Sector coupling of supermarkets for delivering new flexibility services to the electricity grid
Petersen, T. E. H. (PhD Student), Møller, J. K. (Main Supervisor), Bacher, P. (Supervisor) & D’Ettorre, F. (Supervisor)
15/08/2024 → 14/08/2027
Project: PhD
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Non-Parametric Estimation and Characteristic Extraction og Energy Systems via Grey-Box Modeling and Machine Learning
Smertinas, J. (PhD Student), Madsen, H. (Main Supervisor) & Bacher, P. (Supervisor)
01/04/2023 → 02/07/2026
Project: PhD
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IEA Annex 83: IEA Annex 83 Positive Energy Districts
Nielsen, P. S. (Project Manager), Madsen, H. (Project Participant), Keles, D. (Project Participant) & Bacher, P. (Project Participant)
01/07/2020 → 30/06/2024
Project: Research
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DK IEA 83: Danish participation in IEA EBC Annex 83 - Positive Energy Districts
Nielsen, P. S. (PI), Keles, D. (Project Participant), Madsen, H. (Project Participant) & Bacher, P. (Project Participant)
01/07/2020 → 30/06/2024
Project: Research