Peder Bacher

Peder Bacher

Associate Professor

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Asmussens Allé

Building 303B, room 009

2800 Kgs. Lyngby

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2017
 

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

Vogler-Finck, P. J.C. ; Bacher, Peder ; Madsen, Henrik
in: Applied Energy (ISSN: 0306-2619), vol: 205, pages: 1298-1310, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1016/j.apenergy.2017.08.013

 

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

Caruana, C. ; Yousif, C. ; Bacher, Peder ; Buhagiar, S. ; Grima, C.
in: Journal of Building Engineering, vol: 13, pages: 336-346, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1016/j.jobe.2017.09.005

 

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

Alvarez-Mendoza, Fernanda ; Bacher, Peder ; Madsen, Henrik ; Angeles-Camacho, César
in: Applied Energy (ISSN: 0306-2619), vol: 193, pages: 139–148, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1016/j.apenergy.2017.02.033

 

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

Roels, Staf ; Bacher, Peder ; Bauwens, Geert ; Castaño, Sergio ; Jiménez, María José ; Madsen, Henrik
in: Energy and Buildings (ISSN: 0378-7788), vol: 153, pages: 179-189, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2017.08.006

 

Multi-site solar power forecasting using gradient boosted regression trees

Persson, Caroline Stougård ; Bacher, Peder ; Shiga, Takahiro ; Madsen, Henrik
in: Solar Energy (ISSN: 0038-092X), vol: 150, pages: 423-436, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1016/j.solener.2017.04.066

  PDF

skoleklima.dk – A platform to monitor air quality and thermal comfort in classrooms, developed for teachers and students

Cali, Davide ; Bachalarz, Magnus ; Bacher, Peder ; Madsen, Henrik ; Lex, Simon Westergaard ; Koed Rasmussen, Morten
part of: Book of Abstracts, Sustain 2017, 2017, Technical University of Denmark (DTU),
Presented at:
Sustain 2017, 2017, Kgs. Lyngby

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published     |    Year: 2017

2016
  PDF

Load forecasting of supermarket refrigeration

Rasmussen, Lisa Buth ; Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg ; Heerup, Christian ; Green, Torben
in: Applied Energy (ISSN: 0306-2619), vol: 163, issue: Februar 2016, pages: 32-40, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.apenergy.2015.10.046

 

Non-parametric method for separating domestic hot water heating spikes and space heating

Bacher, Peder ; de Saint-Aubain, Philip Anton ; Christiansen, Lasse Engbo ; Madsen, Henrik
in: Energy and Buildings (ISSN: 0378-7788), vol: 130, pages: 107-112, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2016.08.037

 

Smart-Energy Operating-System - A Framework for Implementing Flexible Electric Energy Systems in Smart Cities

Madsen, Henrik ; Parvizi, Jacopo ; Bacher, Peder
Presented at:
Sustain-ATV Conference 2016, 2016, Kgs. Lyngby

Type: Conference abstract for conference (Peer reviewed)

Status: Published     |    Year: 2016

2015
  PDF

Methodology and forecast products for the optimal offering of ancillary services from wind in a market environment

Bacher, Peder ; Madsen, Henrik ; Pinson, Pierre ; Mortensen, Stig Bousgaard ; Nielsen, Henrik Aalborg
Publisher: Technical University of Denmark (DTU), Report name: Methodology and forecast products for the optimal offering of ancillary services from wind in a market environment, pages: 73

Type: Report

Status: Published     |    Year: 2015

  PDF

Integrated energy systems modelling

Karlsson, Kenneth Bernard ; Skytte, Klaus ; Morthorst, Poul Erik ; Bacher, Peder ; Madsen, Henrik
part of: DTU International Energy Report 2015 (ISBN: 978-87-550-3970-4), pages: 23-33, 2015, Technical University of Denmark (DTU),

Type: Book chapter (Peer reviewed)

Status: Published     |    Year: 2015

  PDF

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

Madsen, Henrik ; Bacher, Peder ; Bauwens, Geert ; Deconinck, An-Heleen ; Reynders, Glenn ; Roels, Staf ; Himpe, Eline ; Lethé, Guillaume
Publisher: Technical University of Denmark (DTU), Report name: Thermal Performance Characterization using Time Series Data - IEA EBC Annex 58 Guidelines, pages: 84

Type: Report

Status: Published     |    Year: 2015

  PDF

Characterising the Actual Thermal Performance of Buildings: Current Results of Common Exercises Performed in the Framework of the IEA EBC Annex 58-Project

Roels, Staf ; Bacher, Peder ; Bauwens, Geert ; Madsen, Henrik ; Jiménez, María José
in: Energy Procedia (ISSN: 1876-6102), vol: 78, issue: November, pages: 3282-3287, 2015
Presented at:
6th International Building Physics Conference (IBPC 2015), 2015, Torino

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2015     |    DOI: http://dx.doi.org/10.1016/j.egypro.2015.11.726

2014
 

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

Naveros, I. ; Bacher, Peder ; Ruiz, D. P. ; Jiménez, M. J. ; Madsen, Henrik
in: Energy and Buildings (ISSN: 0378-7788), vol: 70, pages: 303-317, 2014

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2014     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2013.11.076

  PDF

IEA Common Exercise 4: ARX, ARMAX and grey-box models for thermal performance characterization of the test box

Bacher, Peder ; Andersen, Philip Hvidthøft Delff
Publisher: Technical University of Denmark (DTU), Report name: IEA Common Exercise 4: ARX, ARMAX and grey-box models for thermal performance characterization of the test box, pages: 49

Type: Report

Status: Published     |    Year: 2014

2013
  PDF

A non-parametric method for correction of global radiation observations

Bacher, Peder ; Madsen, Henrik ; Perers, Bengt ; Nielsen, Henrik Aalborg
in: Solar Energy (ISSN: 0038-092X), vol: 88, pages: 13-22, 2013

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2013     |    DOI: http://dx.doi.org/10.1016/j.solener.2012.10.024

  PDF

Solar/electric heating systems for the future energy system

Furbo, Simon ; Dannemand, Mark ; Perers, Bengt ; Andersen, Elsa ; Fan, Jianhua ; Bacher, Peder ; Madsen, Henrik ; Halvgaard, Rasmus Fogtmann ; Nielsen, Henrik Aalborg ; Pagh Nielsen, Kristian ; Lundholm , Sisse Camilla ; Hansen Sass, Bent ; Engberg Pedersen, Thomas ; Nymann Rud, Jakob ; Harley Hansen, Kristian
Publisher: Technical University of Denmark, Department of Civil Engineering, Report name: Solar/electric heating systems for the future energy system, (ISBN: 9788778773739), pages: 617

Type: Report (Peer reviewed)

Status: Published     |    Year: 2013

  PDF

Short-term heat load forecasting for single family houses

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg ; Perers, Bengt
in: Energy and Buildings (ISSN: 0378-7788), vol: 65, pages: 101-112, 2013

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2013     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2013.04.022

  PDF

Grey-box Modeling for System Identification of Household Refrigerators: a Step Toward Smart Appliances

Costanzo, Giuseppe Tommaso ; Sossan, Fabrizio ; Marinelli, Mattia ; Bacher, Peder ; Madsen, Henrik
part of: Proceedings of IEEE 4th International Youth Conference on Energy, 2013, IEEE,
Presented at:
4th International Youth Conference on Energy 2013, 2013, Siofok

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2013     |    DOI: http://dx.doi.org/10.1109/IYCE.2013.6604197

 

Online load forecasting for supermarket refrigeration

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg
part of: 2013 4th IEEE/PES Innovative Smart Grid Technologies Europe (ISGT EUROPE) (ISBN: 978-1-4799-2984-9), 2013, IEEE,
Presented at:
2013 4th IEEE PES Innovative Smart Grid Technologies Europe, 2013, Lyngby

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2013     |    DOI: http://dx.doi.org/10.1109/ISGTEurope.2013.6695467

 

Online short-term heat load forecasting for single family houses

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg
part of: 39th Annual Conference of the IEEE Industrial Electronics Society, IECON 2013, pages: 5741-5746, 2014, IEEE,
Presented at:
IECON 2013, 2013, Vienna

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2013     |    DOI: http://dx.doi.org/10.1109/IECON.2013.6700075

  PDF

Load forecasting for supermarket refrigeration

Bacher, Peder ; Madsen, Henrik ; Aalborg Nielsen, Henrik
Publisher: DTU Compute, Report name: Load forecasting for supermarket refrigeration, pages: 25

Type: Report

Status: Published     |    Year: 2013

2012
  PDF

Models for efficient integration of solar energy

Bacher, Peder ; Madsen, Henrik (Main supervisor) ; Nielsen, Henrik Aalborg (Supervisor)
Technical University of Denmark (DTU), pages: 188

Type: Ph.D. thesis

Status: Published     |    Year: 2012

 

An improved dynamic test method for solar collectors

Kong, Weiqiang ; Wang, Zhifeng ; Fan, Jianhua ; Bacher, Peder ; Perers, Bengt ; Chen, Ziqian ; Furbo, Simon
in: Solar Energy (ISSN: 0038-092X), vol: 86, issue: 6, pages: 1838-1848, 2012

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2012     |    DOI: http://dx.doi.org/10.1016/j.solener.2012.03.002

 

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

Lodi, C. ; Bacher, Peder ; Cipriano, J. ; Madsen, Henrik
in: Energy and Buildings (ISSN: 0378-7788), vol: 50, pages: 273-281, 2012

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2012     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2012.03.046

 

Model predictive control for a smart solar tank based on weather and consumption forecasts

Halvgaard, Rasmus Fogtmann ; Bacher, Peder ; Perers, Bengt ; Andersen, Elsa ; Furbo, Simon ; Jørgensen, John Bagterp ; Poulsen, Niels Kjølstad ; Madsen, Henrik
in: Energy Procedia (ISSN: 1876-6102), vol: 30, pages: 270-278, 2012
Presented at:
1st International Conference on Solar Heating and Coolingfor Buildings and Industry (SHC 2012), 2012, San Francisco, CA

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2012     |    DOI: http://dx.doi.org/10.1016/j.egypro.2012.11.032

 

Load Forecasting for Households

Bacher, Peder (Editor) ; Madsen, Henrik (Editor) ; Nielsen, Henrik Aalborg (Editor) ; Perers, Bengt (Editor)
Publisher: iPower Consortium, Report name: Load Forecasting for Households,

Type: Report (Peer reviewed)

Status: Published     |    Year: 2012

  PDF

Center for Bygningssimulering

Christensen, Jørgen Erik ; Karlshøj, Jan ; Bacher, Peder ; Johnsen, Kjeld ; Olesen, Bjarne W. ; Rode, Carsten ; Heller, Alfred
Publisher: DTU Byg, Danmarks Tekniske Universitet, Report name: Center for Bygningssimulering, (ISBN: 978 877 877 36 47),

Type: Report

Status: Published     |    Year: 2012

2011
  PDF

Identifying suitable models for the heat dynamics of buildings

Bacher, Peder ; Madsen, Henrik
in: Energy and Buildings (ISSN: 0378-7788), vol: 43, issue: 7, pages: 1511-1522, 2011

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2011     |    DOI: http://dx.doi.org/10.1016/j.enbuild.2011.02.005

  PDF

Online Short-term Solar Power Forecasting

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg
part of: Proceedings from 1'th International Workshop on Integration of Solar Power into Power Systems, 2011,
Presented at:
1st International Workshop on Integration of Solar Power into Power Systems, 2011, Aarhus

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2011

  PDF

Online Short-term Solar Power Forecasting

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg
Presented at:
1st International Workshop on Integration of Solar Power into Power Systems, 2011, Aarhus

Type: Poster (Peer reviewed)

Status: Published     |    Year: 2011

  PDF

Short-Term Solar Collector Power Forecasting

Bacher, Peder ; Madsen, Henrik ; Perers, Bengt
part of: Proceedings of ISES Solar World Conference 2011, 2011,
Presented at:
ISES Solar World Congress 2011, 2011, Kassel

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2011

  PDF

Models of the heat dynamics of solar collectors for performance testing

Bacher, Peder ; Madsen, Henrik ; Perers, Bengt
part of: Proceedings of ISES Solar World Conference 2011, 2011,
Presented at:
ISES Solar World Congress 2011, 2011, Kassel

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2011

  PDF

Opensource Software for MLR-Modelling of Solar Collectors

Bacher, Peder ; Perers, Bengt
part of: Proceedings of ISES Solar World Conference 2011, 2011,
Presented at:
ISES Solar World Congress 2011, 2011, Kassel

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2011

  PDF

Improved experimental setup for observation of non-linear heat dynamics

Andersen, Philip Hvidthøft Delff ; Madsen, Henrik ; Bacher, Peder ; Rode, Carsten ; Nielsen, Henrik Aalborg
part of: Proceedings of the DYNASTEE international workshop, 2011,
Presented at:
DYNASTEE International Workshop on Whole Building Testing, Evaluation and Modelling for Energy Assessment, 2011, Lyngby

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2011

2010
  PDF

Data for Energy Performance Analysis

Thavlov, Anders ; Bacher, Peder ; Madsen, Henrik
Publisher: Technical University of Denmark, DTU Informatics, Building 321, Report name: Data for Energy Performance Analysis, Number: Intelligente energisystemer,

Type: Report

Status: Published     |    Year: 2010

  PDF

Models for Energy Performance Analysis

Bacher, Peder ; Thavlov, Anders ; Madsen, Henrik
Publisher: Technical University of Denmark, DTU Informatics, Building 321, Report name: Models for Energy Performance Analysis, Number: Intelligente energisystemer,

Type: Report

Status: Published     |    Year: 2010

  PDF

Experiments and Data for Building Energy Performance Analysis

Bacher, Peder ; Madsen, Henrik
Publisher: Technical University of Denmark, DTU Informatics, Building 321, Report name: Experiments and Data for Building Energy Performance Analysis, Number: ,

Type: Report

Status: Published     |    Year: 2010

  PDF

Procedure for identifying models for the heat dynamics of buildings

Bacher, Peder ; Madsen, Henrik
Publisher: Technical University of Denmark, DTU Informatics, Building 321, Report name: Procedure for identifying models for the heat dynamics of buildings, Number: ,

Type: Report (Peer reviewed)

Status: Published     |    Year: 2010

 

Non-linear phenomena in greybox-modeling of heat dynamics in buildings

Andersen, Philip Hvidthøft Delff (Invited author) ; Madsen, Henrik (Invited author) ; Bacher, Peder (Invited author) ; Rode, Carsten (Invited author) ; Nielsen, Henrik Aalborg (Invited author)
part of: Dynamic Methods for Building Energy Assessment, 2010,
Presented at:
Dynamic Methods for Building Energy Assessment, 2010, Brussels

Type: Article in proceedings     |     Invited contribution

Status: Published     |    Year: 2010

 

Analysis of energy consumption in single family houses

Nielsen, Henrik Aalborg ; Mortensen, Stig Bousgaard ; Bacher, Peder ; Madsen, Henrik
part of: Dynamic Methods for Building Energy Assessment, 2010,
Presented at:
DYNASTEE International Workshop on Dynamic Methods for Building Energy Assessment, 2010, Brussels

Type: Article in proceedings

Status: Published     |    Year: 2010

 

Mathematical and Statistical Models and Methods for Describing the Thermal Characteristics of Buildings

Madsen, Henrik (Invited author) ; Bacher, Peder (Invited author) ; Andersen, Philip Hvidthøft Delff (Invited author)
part of: Dynamic Methods for Building Energy Assessment, 2010,
Presented at:
DYNASTEE International Workshop on Dynamic Methods for Building Energy Assessment, 2010, Brussels

Type: Article in proceedings     |     Invited contribution

Status: Published     |    Year: 2010

 

Statistical models describing the energy signature of buildings

Bacher, Peder ; Madsen, Henrik ; Thavlov, Anders
part of: Dynamic Methods for Building Energy Assessment, 2010,
Presented at:
DYNASTEE International Workshop on Dynamic Methods for Building Energy Assessment, 2010, Brussels

Type: Article in proceedings

Status: Published     |    Year: 2010

2009
 

Matematisk modellering af klima og energi

Bacher, Peder
part of: Matematiske Horisonter (ISBN: 978-87-643-0453-4), pages: 234-245, 2009, DTU Informatik og DTU Matematik, Kgs. Lyngby

Type: Book chapter (Peer reviewed)

Status: Published     |    Year: 2009

  PDF

Online short-term solar power forecasting

Bacher, Peder ; Madsen, Henrik ; Nielsen, Henrik Aalborg
in: Solar Energy (ISSN: 0038-092X), vol: 83, issue: 10, pages: 1772-1783, 2009

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2009     |    DOI: http://dx.doi.org/10.1016/j.solener.2009.05.016