P. Bacher

发表

Load forecasting of supermarket refrigeration

Henrik Madsen, Peder Bacher, Christian Heerup, 2014, 1406.5854.

Load Forecasting for Households

H. Madsen, H. A. Nielsen, P. Bacher, 2012 .

Semi-parametric modelling of sun position dependent solar gain using B-splines in grey-box models

H. Madsen, C. Rode, P. Bacher, 2020 .

An improved dynamic test method for solar collectors

P. Bacher, B. Perers, Weiqiang Kong, 2012 .

Models for efficient integration of solar energy

P. Bacher, 2012 .

Short-term heat load forecasting for single family houses

H. Madsen, H. A. Nielsen, P. Bacher, 2013 .

Thermal performance characterization using time series data-statistical guidelines

H. Madsen, P. Bacher, S. Roels, 2016 .

A Proposed Energy Management System to Overcome Intermittence of Hybrid Systems Based on Wind, Solar, and Fuel Cells

H. Madsen, P. Bacher, C. Angeles-Camacho, 2018, Smart Microgrids.

Thermal Performance Characterization using Time Series Data

H. Madsen, P. Bacher, Geert Bauwens, 2015 .

Analysis of the impact of predictive models on the quality of the Model Predictive Control for an experimental building

P. Bacher, Tohid Jafarinejad, Xingji Yu, 2021, Building Simulation Conference Proceedings.

Assessing stacked physics-informed machine learning models for co-located wind-solar power forecasting

P. Sørensen, H. Bindner, P. Bacher, 2022, Sustainable Energy, Grids and Networks.

Grey box modeling of supermarket refrigeration cabinets

P. Bacher, C. Heerup, H. Madsen, 2022, Energy and AI.

Identification of non-linear autoregressive models with exogenous inputs for room air temperature modelling

H. Madsen, P. Bacher, D. Calì, 2022, Energy and AI.

Non-linear grey-box modelling for heat dynamics of buildings

Hjörleifur G. Bergsteinsson, H. Madsen, P. Bacher, 2021, Energy and Buildings.

Learnings from experiments with MPC for heating of older school building

P. Bacher, C. A. Thilker, Henrik Madsen, 2022, E3S Web of Conferences.

Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning pdf

Henrik Madsen, Peder Bacher, Razgar Ebrahimy, 2020, Applied Energy.

Multi-site solar power forecasting using gradient boosted regression trees

Henrik Madsen, Peder Bacher, Shiga Takahiro, 2017 .

Online short-term forecast of greenhouse heat load using a weather forecast service

Peder Bacher, Henrik Madsen, P.J.C. Vogler–Finck, 2017 .

Probabilistic load forecasting considering temporal correlation: Online models for the prediction of households’ electrical load

P. Bacher, Julian Lemos-Vinasco, Jan Moller, 2021 .

onlineforecast: An R package for adaptive and recursive forecasting

Jon A. R. Liisberg, Hjörleifur G. Bergsteinsson, H. Madsen, 2021, 2109.12915.

Identifying suitable models for the heat dynamics of buildings

Henrik Madsen, Peder Bacher, H. Madsen, 2011 .

Analysis of energy consumption in single family houses

Henrik Madsen, Peder Bacher, Henrik Aalborg Nielsen, 2010 .

IEA EBC Annex 58 - Reliable building energy performance characterisation based on full scale dynamic measurements. Report of subtask 3, part 2: Thermal performance characterisation using time series data - statistical guidelines

Henrik Madsen, Peder Bacher, Geert Bauwens, 2016 .

Thermal Performance Characterization using Time Series Data - IEA EBC Annex 58 Guidelines

Henrik Madsen, Peder Bacher, Geert Bauwens, 2015 .

Towards the characterization of the heat loss coefficient via on-board monitoring: Physical interpretation of ARX model coefficients

Dirk Saelens, Peder Bacher, Glenn Reynders, 2019, Energy and Buildings.

On site characterisation of the overall heat loss coefficient: Comparison of different assessment methods by a blind validation exercise on a round robin test box

Henrik Madsen, Peder Bacher, Geert Bauwens, 2017 .

Method for Scalable and Automatised Thermal Building Performance Documentation and Screening

Henrik Madsen, Davide Calì, Peder Bacher, 2020, Energies.

Online short-term solar power forecasting

Henrik Madsen, Peder Bacher, Henrik Aalborg Nielsen, 2009 .

Benchmarking physics-informed machine learning-based short term PV-power forecasting tools

P. Sørensen, H. Bindner, P. Bacher, 2022, Energy Reports.

Setting up and validating a complex model for a simple homogeneous wall

Peder Bacher, Henrik Madsen, I. Naveros, 2014 .

Online short-term heat load forecasting for single family houses

Henrik Madsen, Peder Bacher, Henrik Aalborg Nielsen, 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

Stochastic model of wind-fuel cell for a semi-dispatchable power generation

Henrik Madsen, Peder Bacher, César Angeles‐Camacho, 2017 .

Increasing the Accuracy of Hourly Multi-Output Solar Power Forecast with Physics-Informed Machine Learning

P. Sørensen, H. Bindner, P. Bacher, 2022, Sensors.

Recent developments in multivariate wind and solar power forecasting

H. Madsen, P. Bacher, P. Nystrup, 2022, WIREs Energy and Environment.

A hybrid modelling method for improving estimates of the average energy-saving potential of a building stock

Kim Bjarne Wittchen, Peder Bacher, Morten Brøgger, 2019, Energy and Buildings.

Determination of thermal characteristics of standard and improved hollow concrete blocks using different measurement techniques

C. Caruana, P. Bacher, C. Yousif, 2017 .

Estimating the influence of rebound effects on the energy-saving potential in building stocks

H. Madsen, P. Bacher, K. Wittchen, 2018, Energy and Buildings.

A cross-disciplinary path to healthy and energy efficient buildings

Henrik Madsen, Davide Calì, Peder Bacher, 2019, Technological Forecasting and Social Change.

Non-linear Model Predictive Control for Smart Heating of Buildings

Henrik Madsen, Davide Calì, Peder Bacher, 2021, E3S Web of Conferences.

Modelling the heat dynamics of a monitored Test Reference Environment for Building Integrated Photovoltaic systems using stochastic differential equations

Henrik Madsen, Peder Bacher, C. Lodi, 2012 .

Short-term heat load forecasting for single family houses

H. Madsen, H. A. Nielsen, P. Bacher, 2013 .

A non-parametric method for correction of global radiation observations

Henrik Madsen, Peder Bacher, Bengt Perers, 2013 .

Integrated energy systems modelling

Henrik Madsen, Poul Erik Morthorst, Peder Bacher, 2015 .