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Peder Bacher

Technical University of Denmark

Lyngby

Denmark

  • Technical University of Denmark

SCHOLARLY PAPERS

4

DOWNLOADS

219

TOTAL CITATIONS

0

Scholarly Papers (4)

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1.

Conditional Parametric Armax Models For Observed Hourly Heat-Load Dynamics in Apartment Buildings

Number of pages: 13 Posted: 13 Apr 2023
Justinas Smertinas, Peder Bacher and Erik Lindstrom
Technical University of Denmark, Technical University of Denmark and Lund University
Downloads 108 (654,668)

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ARMAX, Non-Parametric Estimation, Solar Gain, Diurnal Periodicity, District Heating, Heat-Load

2.

Estimation of Building Energy Demand Characteristics Using Bayesian Statistics and Energy Signature Models

Number of pages: 47 Posted: 07 Apr 2025
Justinas Smertinas, Nikolaj Hans Nielsen, Matthias Van Hove, Peder Bacher and Henrik Madsen
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 46 (1,133,231)

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Bayesian modelling, Energy Signature, Uncertainty quantification, Smart meter data, Heat Loss Coefficient, Probabilistic energy assessment

3.

Estimation of Building Energy Demand Characteristics using Bayesian Statistics and Energy Signature Models

Number of pages: 47 Posted: 10 Nov 2025
Justinas Smertinas, Nikolaj Nielsen, Matthias Van Hove, Peder Bacher and Henrik Madsen
Technical University of Denmark, University of Copenhagen, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 35 (1,263,436)

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Bayesian modelling, Energy Signature, Uncertainty quantification, Smart meter data, Heat Loss Coefficient, Probabilistic energy assessment

4.

Room-Level Indoor Temperature Forecasting Using a Grey-Box Model with Dynamic Thermostat Offset and TRV-Controlled Heating

Number of pages: 23 Posted: 08 Apr 2026
Mathias Blicher Bjerregård, Matthias Van Hove, Davide Cali, Jan Kloppenborg Møller, Henrik Madsen, Seyed Shahabaldin Tohidi, Marin Holi and Peder Bacher
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark - DTU Compute, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 30 (1,491,251)

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non-linear grey-box model, indoor temperature forecasting, dynamic indoor temperature asymmetry, model predictive control, space heating dynamics