Research output per year
Research output per year
Personal profile
Other information
Language Skills:
Danish
English
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
Sep 2001 → Mar 2008
External positions
Scientific assistent, DTU
Apr 2008 → Sep 2008
C# Programmer, Codehouse
2004 → 2006
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Assessing stacked physics-informed machine learning models for co-located wind-solar power forecasting
Pombo, D. V., Rincón, M. J., Bacher, P., Bindner, H. W., Spataru, S. V. & Sørensen, P. E., 2022, In: Sustainable Energy, Grids and Networks. 32, 13 p., 100943.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Downloads (Pure) -
Benchmarking physics-informed machine learning-based short term PV-power forecasting tools
Pombo, D. V., Bacher, P., Ziras, C., Bindner, H. W., Spataru, S. V. & Sørensen, P. E., 2022, In: Energy Reports. 8, p. 6512-6520Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Grey Box Modelling of Supermarket Refrigeration Room
Leerbeck, K., Bacher, P. & Heerup, C., 2022, (Accepted/In press) Proceedings of the 2021 International Conference on Electrical, Computer and Energy Technologies. European Union, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Open AccessFile48 Downloads (Pure) -
Identification of non-linear autoregressive models with exogenous inputs for room air temperature modelling
Thilker, C. A., Bacher, P., Cali, D. & Madsen, H., 2022, In: Energy and AI. 9, 10 p., 100165.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile27 Downloads (Pure) -
Increasing the Accuracy of Hourly Multi-Output Solar Power Forecast with Physics-Informed Machine Learning
Pombo, D. V., Bindner, H. W., Spataru, S. V., Sørensen, P. E. & Bacher, P., 2022, In: Sensors. 22, 3, 20 p., 749.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile46 Downloads (Pure)
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DK IEA 83: Danish participation in IEA EBC Annex 83 - Positive Energy Districts
Nielsen, P. S., Keles, D., Madsen, H. & Bacher, P.
01/07/2020 → 30/06/2024
Project: Research
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IEA Annex 83: IEA Annex 83 Positive Energy Districts
Nielsen, P. S., Madsen, H., Keles, D. & Bacher, P.
01/07/2020 → 30/06/2024
Project: Research
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TOP-UP: TOP-UP: TOP-down energy projects as catalysators for bottom-UP local energy initiatives
Ebrahimy, R., Bacher, P. & Magalhães, P.
01/12/2019 → 30/11/2022
Project: Research
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FED: Flexible Energy Denmark
Madsen, H., Liu, X., Nielsen, P. S., Ben Amer, S., Bergaentzlé, C., Gunkel, P. A., Qvistgaard, F. I., Ebrahimy, R., Christiansen, L. E., Bacher, P., Blomgren, E. M. V., Kokkegård, H., Keles, D. & Scheller, F.
01/04/2019 → 31/03/2023
Project: Research
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Stochastic Differential Equations for Modeling Energy Systems Integration
Real, J. P., Madsen, H., Li, R., Møller, J. K., Bacher, P. & Taboada, M. J. J.
15/02/2019 → 01/05/2022
Project: PhD