Research output per year
Research output per year
Personal profile
Other information
Language Skills:
English
English
Research areas
Time series moddeling
Expertise related to UN Sustainable Devlopment 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
Engeneering - Mathematical Modeling, Technical University of Denmark
1997 → 2006
External positions
Research assistant, National Emvironmental Reaserch Institute
15 Aug 2008 → 15 Feb 2009
Research assistant, Technical University of Denmark
1 Mar 2006 → 1 Aug 2006
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Research output
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An introduction to multivariate probabilistic forecast evaluation
Bjerregård, M. B., Møller, J. K. & Madsen, H., 2021, In: Energy and Ai. 4, 17 p., 100058.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile45 Downloads (Pure) -
Dimensionality reduction in forecasting with temporal hierarchies
Nystrup, P., Lindström, E., Møller, J. K. & Madsen, H., 2021, In: International Journal of Forecasting. 37, 3, p. 1127-1146Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile8 Downloads (Pure) -
Heat load forecasting using adaptive temporal hierarchies
Bergsteinsson, H. G., Møller, J. K., Nystrup, P., Pálsson, Ó. P., Guericke, D. & Madsen, H., 15 Jun 2021, In: Applied Energy. 292, 13 p., 116872.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile43 Downloads (Pure) -
onlineforecast: An R package for adaptive and recursive forecasting
Bacher, P., Bergsteinsson, H. G., Frölke, L., Sørensen, M. L., Lemos-Vinasco, J., Liisberg, J., Møller, J. K., Nielsen, H. A. & Madsen, H., 2021, (Submitted) In: Journal of Statistical Software. 36 p.Research output: Contribution to journal › Journal article › Research › peer-review
File -
Prioritize effluent quality, operational costs or global warming? – Using predictive control of wastewater aeration for flexible management of objectives in WRRFs
Stentoft, P. A., Munk-Nielsen, T., Møller, J. K., Madsen, H., Valverde-Pérez, B., Mikkelsen, P. S. & Vezzaro, L., 2021, In: Water Research. 196, 116960.Research output: Contribution to journal › Journal article › peer-review
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Stochastic Differential Equations and Semiparametric Models in Time Varying Time Delayed System for Optimal Control
Vetter, P. B., Møller, J. K., Guericke, D. & Madsen, H.
01/01/2021 → 14/01/2024
Project: PhD
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Probabilistic forecasting of electricity load and production from renewable energy sources
Lindstrøm Sørensen, M., Møller, J. K., Madsen, H. & Mortensen, S. B.
15/09/2019 → 24/04/2023
Project: PhD
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Decision support tools for smart Home Energy Management Systems (HEMS)
Lemos Vinasco, J., Møller, J. K., Bacher, P., Guericke, D., Madsen, H., Spur Hansen, A. & A. Kirknæs, K.
01/01/2019 → 31/03/2022
Project: PhD
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Energy Informatics and Forecasting
Bergsteinsson, H. G., Madsen, H., Møller, J. K. & Nielsen, H. A.
Technical University of Denmark
15/08/2018 → 20/11/2022
Project: PhD
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Stochastic Predictive Control of Wastewater Treatment Processes
Stentoft, P. A., Møller, J. K., Madsen, H., Mikkelsen, P. S., Munk-Nielsen, T., Vezzaro, L., Thygesen, U. H., Vanrolleghem, P. & Ingildsen, P.
15/09/2017 → 09/12/2020
Project: PhD
Activities
- 1 Conference presentations
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A Stochastic Method to Manage Delay and Missing Values for In-Situ Sensors in an Alternating Activated Sludge Process
Peter Alexander Stentoft (Speaker), Jan Kloppenborg Møller (Other), Henrik Madsen (Other), Peter Steen Mikkelsen (Other) & Thomas Munk-Nielsen (Other)
13 Jun 2017Activity: Talks and presentations › Conference presentations