Zobrazeno 1 - 10
of 211
pro vyhledávání: '"Møller, Jan"'
We propose to estimate the weight matrix used for forecast reconciliation as parameters in a general linear model in order to quantify its uncertainty. This implies that forecast reconciliation can be formulated as an orthogonal projection from the s
Externí odkaz:
http://arxiv.org/abs/2402.06480
Autor:
Huang, Tao, Bacher, Peder, Møller, Jan Kloppenborg, D'Ettorre, Francesco, Markussen, Wiebke Brix
Ultra-low temperature (ULT) freezers store perishable bio-contents and have high energy consumption, which highlight a demand for reliable methods for intelligent surveillance and smart energy management. This study introduces a novel grey-box modell
Externí odkaz:
http://arxiv.org/abs/2306.07772
Many sectors nowadays require accurate and coherent predictions across their organization to effectively operate. Otherwise, decision-makers would be planning using disparate views of the future, resulting in inconsistent decisions across their secto
Externí odkaz:
http://arxiv.org/abs/2302.03978
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads
Optimal decision-making compels us to anticipate the future at different horizons. However, in many domains connecting together predictions from multiple time horizons and abstractions levels across their organization becomes all the more important,
Externí odkaz:
http://arxiv.org/abs/2301.12967
Autor:
Bacher, Peder, Bergsteinsson, Hjörleifur G., Frölke, Linde, Sørensen, Mikkel L., Lemos-Vinasco, Julian, Liisberg, Jon, Møller, Jan Kloppenborg, Nielsen, Henrik Aalborg, Madsen, Henrik
Publikováno v:
The R Journal, 15/1 (2023) 172-194
Systems that rely on forecasts to make decisions, e.g. control or energy trading systems, require frequent updates of the forecasts. Usually, the forecasts are updated whenever new observations become available, hence in an online setting. We present
Externí odkaz:
http://arxiv.org/abs/2109.12915
Autor:
Henriksen, Rasmus Lau Thejlade, Hubrechts, Jonas Bruun, Møller, Jan Kloppenborg, Knudsen, Per, Pedersen, Jonas Wied
Publikováno v:
In Journal of Hydrology June 2024 637
Publikováno v:
In International Journal of Forecasting April-June 2024 40(2):515-531
Akademický článek
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Autor:
Bergsteinsson, Hjörleifur G., Sørensen, Mikkel Lindstrøm, Møller, Jan Kloppenborg, Madsen, Henrik
Publikováno v:
In Applied Energy 15 November 2023 350