25 citations · 48 across the 11 of their papers we have counts for
3 papers · 1 filter
A step towards digital operations -- A novel grey-box approach for modelling the heat dynamics of Ultra-low temperature freezing chambers
Tao Huang, Peder Bacher, Jan Kloppenborg Møller +2
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…
Structural hierarchical learning for energy networks
Julien Leprince, Waqas Khan, Henrik Madsen +2
Many sectors nowadays require accurate and coherent predictions across their organization to effectively operate. Otherwise, decision-makers would be planning using disparate views…
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads
Julien Leprince, Henrik Madsen, Jan Kloppenborg Møller +1
Optimal decision-making compels us to anticipate the future at different horizons. However, in many domains connecting together predictions from multiple time horizons and abstract…