Multi-site solar power forecasting using gradient boosted regression trees von Persson, Caroline, Bacher, Peder, Shiga, Takahiro, Madsen, Henrik

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Short-term forecasting of CO2 emission intensity in power grids by machine learning von Leerbeck, Kenneth, Bacher, Peder, Junker, Rune Grønborg, Goranović, Goran, Corradi, Olivier, Ebrahimy, Razgar, Tveit, Anna, Madsen, Henrik

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Increasing the Accuracy of Hourly Multi-Output Solar Power Forecast with Physics-Informed Machine Learning von Pombo, Daniel Vázquez, Bindner, Henrik W, Spataru, Sergiu Viorel, Sørensen, Poul Ejnar, Bacher, Peder

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Method for Scalable and Automatised Thermal Building Performance Documentation and Screening von Rasmussen, Christoffer, Bacher, Peder, Cali, Davide, Nielsen, Henrik Aalborg, Madsen, Henrik

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Data-Driven Estimation of Time-Varying Stochastic Effects on Building Heat Consumption Related to Human Interactions von Rasmussen, Christoffer, Lassen, Niels, Bacher, Peder, Dokka, Tor Helge, Madsen, Henrik

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Benchmarking physics-informed machine learning-based short term PV-power forecasting tools von Pombo, Daniel Vázquez, Bacher, Peder, Ziras, Charalampos, Bindner, Henrik W., Spataru, Sergiu V., Sørensen, Poul E.

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Control of Heat Pumps with CO2 Emission Intensity Forecasts von Leerbeck, Kenneth, Bacher, Peder, Junker, Rune Gronborg, Tveit, Anna, Corradi, Olivier, Madsen, Henrik, Ebrahimy, Razgar

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Identification of non-linear autoregressive models with exogenous inputs for room air temperature modelling von Thilker, Christian Ankerstjerne, Bacher, Peder, Cali, Davide, Madsen, Henrik

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Learnings from experiments with MPC for heating of older school building von Thilker, Christian Ankerstjerne, Bacher, Peder, Madsen, Henrik

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Labelled dataset for Ultra-Low Temperature Freezer to aid dynamic modelling & fault detection and diagnostics von Huang, Tao, Nøstvik, Silas, Bacher, Peder, Jensen, Jonas Kjær, Markussen, Wiebke Brix, Møller, Jan Kloppenborg

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Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate von Sartori, Igor, Walnum, Harald Taxt, Skeie, Kristian S., Georges, Laurent, Knudsen, Michael D., Bacher, Peder, Candanedo, José, Sigounis, Anna-Maria, Prakash, Anand Krishnan, Pritoni, Marco, Granderson, Jessica, Yang, Shiyu, Wan, Man Pun

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Estimating Building Airtightness from Data – A Case Study von Rasmussen, Christoffer, Hviid, Christian Anker, Bacher, Peder, Calí, Davide, Madsen, Henrik

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Non-linear Model Predictive Control for Smart Heating of Buildings von Thilker, Christian Ankerstjerne, Bergsteinsson, Hjörleifur G, Bacher, Peder, Madsen, Henrik, Calì, Davide, Junker, Rune G.

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Identifying suitable models for the heat dynamics of buildings von Bacher, Peder, Madsen, Henrik

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Online short-term solar power forecasting von Bacher, Peder, Madsen, Henrik, Nielsen, Henrik Aalborg

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climify.org: an online solution for easy control and monitoring of the indoor environment von Calì, Davide, Kindler, Ekkart, Ebrahimy, Razgar, Bacher, Peder, Hu, Kevin, Lind Østrup, Michelle, Bachalarz, Magnus, Madsen, Henrik

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Short-term heat load forecasting for single family houses von Bacher, Peder, Madsen, Henrik, Nielsen, Henrik Aalborg, Perers, Bengt

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Estimation of evaporator valve sizes in supermarket refrigeration cabinets von Leerbeck, Kenneth, Bacher, Peder, Heerup, Christian, Madsen, Henrik

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Probabilistic load forecasting considering temporal correlation: Online models for the prediction of households’ electrical load von Lemos-Vinasco, Julian, Bacher, Peder, Møller, Jan Kloppenborg

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Semi-parametric modelling of sun position dependent solar gain using B-splines in grey-box models von Rasmussen, Christoffer, Frölke, Linde, Bacher, Peder, Madsen, Henrik, Rode, Carsten

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