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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: orcid Huang, Shaojun;
    Huang, Shaojun
    ORCID
    Harvested from ORCID Public Data File

    Huang, Shaojun in OpenAIRE
    Zhao, Yuming; orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    Wang, Yun; +2 Authors

    Abstract This paper proposes a new flexibility management method which can offer incentives to flexibility service providers so that they are encouraged to actively participate into the congestion management of distribution grids. The proposed method consists of a three-stage market clearing method and three types of flexible block offers: flexible demand bids, flexibility service offers, and energy arbitrage blocks. These cover most of the needs of flexibility providers. These flexible block offers are more efficient in terms of computation burden in comparison with the other flexibility offers in the existing literature. Flexibility prices are specified in these flexible block offers, which can guarantee a certain level of rewards for the customers who can help in the congestion management process. Case studies on a modified Roy Billinton Test System demonstrated the efficacy of the proposed flexibility management method for managing congestion and encouraging customers to provider flexibility services.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ International Journa...arrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    International Journal of Electrical Power & Energy Systems
    Article . 2021 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ International Journa...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      International Journal of Electrical Power & Energy Systems
      Article . 2021 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: orcid Huang, Shaojun;
    Huang, Shaojun
    ORCID
    Harvested from ORCID Public Data File

    Huang, Shaojun in OpenAIRE
    Zhao, Yuming; orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    Wang, Yun; +2 Authors

    Abstract This paper proposes a new flexibility management method which can offer incentives to flexibility service providers so that they are encouraged to actively participate into the congestion management of distribution grids. The proposed method consists of a three-stage market clearing method and three types of flexible block offers: flexible demand bids, flexibility service offers, and energy arbitrage blocks. These cover most of the needs of flexibility providers. These flexible block offers are more efficient in terms of computation burden in comparison with the other flexibility offers in the existing literature. Flexibility prices are specified in these flexible block offers, which can guarantee a certain level of rewards for the customers who can help in the congestion management process. Case studies on a modified Roy Billinton Test System demonstrated the efficacy of the proposed flexibility management method for managing congestion and encouraging customers to provider flexibility services.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ International Journa...arrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    International Journal of Electrical Power & Energy Systems
    Article . 2021 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ International Journa...arrow_drop_down
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      International Journal of Electrical Power & Energy Systems
      Article . 2021 . Peer-reviewed
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: orcid Howard, Daniel Anthony;
    Howard, Daniel Anthony
    ORCID
    Harvested from ORCID Public Data File

    Howard, Daniel Anthony in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    Busk, Frederik Stjernholm; orcid Veje, Christian;
    Veje, Christian
    ORCID
    Harvested from ORCID Public Data File

    Veje, Christian in OpenAIRE

    The definition of overall district heating network performance indicators is under-investigated in the literature. This study reviews existing methods of performance estimation and develops a convenient methodology for an array of district heating networks applied to a Danish case study. Performances of the networks with state-of-art pipe transmission coefficients are compared to older traditional pipes using an effective average approach. The reported efficiencies and analysis of contributing factors show, that a single parameter is not sufficient to compare large-scale district heating systems and a multiparametric analysis must be employed. The effective average total heat transmission coefficient is evaluated based on the Technical Evaluation Factor and a multivariate regression is performed on typical sets of network parameters: pipe type, pipe series, pipe age, and operational temperature. The developed methodology is applied to testing an array of geographically independent district heating networks, pointing to possible performance bottlenecks, and discussing potential remedies.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ E3S Web of Conferenc...arrow_drop_down
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    University of Southern Denmark Research Output
    Contribution for newspaper or weekly magazine . 2020
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ E3S Web of Conferenc...arrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: orcid Howard, Daniel Anthony;
    Howard, Daniel Anthony
    ORCID
    Harvested from ORCID Public Data File

    Howard, Daniel Anthony in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    Busk, Frederik Stjernholm; orcid Veje, Christian;
    Veje, Christian
    ORCID
    Harvested from ORCID Public Data File

    Veje, Christian in OpenAIRE

    The definition of overall district heating network performance indicators is under-investigated in the literature. This study reviews existing methods of performance estimation and develops a convenient methodology for an array of district heating networks applied to a Danish case study. Performances of the networks with state-of-art pipe transmission coefficients are compared to older traditional pipes using an effective average approach. The reported efficiencies and analysis of contributing factors show, that a single parameter is not sufficient to compare large-scale district heating systems and a multiparametric analysis must be employed. The effective average total heat transmission coefficient is evaluated based on the Technical Evaluation Factor and a multivariate regression is performed on typical sets of network parameters: pipe type, pipe series, pipe age, and operational temperature. The developed methodology is applied to testing an array of geographically independent district heating networks, pointing to possible performance bottlenecks, and discussing potential remedies.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ E3S Web of Conferenc...arrow_drop_down
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  • Authors: orcid FILONENKO, K.;
    FILONENKO, K.
    ORCID
    Harvested from ORCID Public Data File

    FILONENKO, K. in OpenAIRE
    orcid JOHRA, H.;
    JOHRA, H.
    ORCID
    Harvested from ORCID Public Data File

    JOHRA, H. in OpenAIRE
    DALL’OLIO, S.; Et Al.;

    The concept and methodology of a magnetocaloric heating network is proposed. A small thermal network consisting of several magnetocaloric heat pumps (MCHP) is considered from the point of their scaling and connection properties. We found a linear scaling law following the heating power variation with AMR mass, which can be included in an MCHP lookup table produced by a 1D transient AMR model. To estimate the performance of networks with different number of MCHPs, a set of single MCHPs coupled through temperature boundary conditions are modelled and network formulas are applied for the reference case of Gd packed beds. A performance optimum is found for specific design points compliant with building heating applications.

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  • Authors: orcid FILONENKO, K.;
    FILONENKO, K.
    ORCID
    Harvested from ORCID Public Data File

    FILONENKO, K. in OpenAIRE
    orcid JOHRA, H.;
    JOHRA, H.
    ORCID
    Harvested from ORCID Public Data File

    JOHRA, H. in OpenAIRE
    DALL’OLIO, S.; Et Al.;

    The concept and methodology of a magnetocaloric heating network is proposed. A small thermal network consisting of several magnetocaloric heat pumps (MCHP) is considered from the point of their scaling and connection properties. We found a linear scaling law following the heating power variation with AMR mass, which can be included in an MCHP lookup table produced by a 1D transient AMR model. To estimate the performance of networks with different number of MCHPs, a set of single MCHPs coupled through temperature boundary conditions are modelled and network formulas are applied for the reference case of Gd packed beds. A performance optimum is found for specific design points compliant with building heating applications.

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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    orcid Ljungdahl, Viktor Bue;
    Ljungdahl, Viktor Bue
    ORCID
    Harvested from ORCID Public Data File

    Ljungdahl, Viktor Bue in OpenAIRE
    orcid Yang, Tao;
    Yang, Tao
    ORCID
    Harvested from ORCID Public Data File

    Yang, Tao in OpenAIRE
    orcid Veje, Christian;
    Veje, Christian
    ORCID
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    Veje, Christian in OpenAIRE

    An open source Modelica package for a specific type of Phase Change Material (PCM) ventilation unit is developed. The model is built as a part of the Termonet library of components from Modelica Standard Library (MSL) and International Building Performance Simulation Association (IBPSA) library aiming at open source models for households and utility companies to help to integrate sustainable technologies into district energy networks. The PCM heat exchanger model instantiating IBPSA library fluid components is compared to the MSL PCM implementation with no fluid components and Matlab-inspired textual Modelica model. MSL-based and textual models are shown to produce identical results, whereas an account of fluid properties leads only to a slight deviation. This can motivate the use of the MSL and IBPSA-based models as control and emulator models in model predictive control applications. Essential fluid models from IBPSA library can be compiled and simulated using OpenModelica with minimal tuning, which shows the potential of the IBPSA library as a fully open source building performance simulation tool.

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    Authors: orcid Filonenko, Konstantin;
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    orcid Ljungdahl, Viktor Bue;
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    An open source Modelica package for a specific type of Phase Change Material (PCM) ventilation unit is developed. The model is built as a part of the Termonet library of components from Modelica Standard Library (MSL) and International Building Performance Simulation Association (IBPSA) library aiming at open source models for households and utility companies to help to integrate sustainable technologies into district energy networks. The PCM heat exchanger model instantiating IBPSA library fluid components is compared to the MSL PCM implementation with no fluid components and Matlab-inspired textual Modelica model. MSL-based and textual models are shown to produce identical results, whereas an account of fluid properties leads only to a slight deviation. This can motivate the use of the MSL and IBPSA-based models as control and emulator models in model predictive control applications. Essential fluid models from IBPSA library can be compiled and simulated using OpenModelica with minimal tuning, which shows the potential of the IBPSA library as a fully open source building performance simulation tool.

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    https://doi.org/10.1109/energy...
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    Authors: orcid Filonenko, Konstantin;
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    orcid Johra, Hicham;
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    Dallolio, Stefano; orcid Engelbrecht, Kurt;
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    The concept and methodology of a magnetocaloric heating network is proposed. A small thermal network consisting of several magnetocaloric heat pumps (MCHP) is considered from the point of their scaling and connection properties. We found a linear scaling law following the heating power variation with AMR mass, which can be included in an MCHP lookup table produced by a 1D transient AMR model. To estimate the performance of networks with different number of MCHPs, a set of single MCHPs coupled through temperature boundary conditions are modelled and network formulas are applied for the reference case of Gd packed beds. A performance optimum is found for specific design points compliant with building heating applications.

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    Authors: orcid Filonenko, Konstantin;
    Filonenko, Konstantin
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    orcid Johra, Hicham;
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    Dallolio, Stefano; orcid Engelbrecht, Kurt;
    Engelbrecht, Kurt
    ORCID
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    Engelbrecht, Kurt in OpenAIRE
    +3 Authors

    The concept and methodology of a magnetocaloric heating network is proposed. A small thermal network consisting of several magnetocaloric heat pumps (MCHP) is considered from the point of their scaling and connection properties. We found a linear scaling law following the heating power variation with AMR mass, which can be included in an MCHP lookup table produced by a 1D transient AMR model. To estimate the performance of networks with different number of MCHPs, a set of single MCHPs coupled through temperature boundary conditions are modelled and network formulas are applied for the reference case of Gd packed beds. A performance optimum is found for specific design points compliant with building heating applications.

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    Authors: orcid Yang, Tao;
    Yang, Tao
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    Harvested from ORCID Public Data File

    Yang, Tao in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
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    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    orcid Arendt, Krzysztof;
    Arendt, Krzysztof
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    Harvested from ORCID Public Data File

    Arendt, Krzysztof in OpenAIRE
    orcid Veje, Christian;
    Veje, Christian
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    Harvested from ORCID Public Data File

    Veje, Christian in OpenAIRE

    An accurate and fast model is essential for implementation of model predictive control (MPC) in building management systems to reduce the load on electric grid without sacrificing occupant comfort. In this paper, an open source emulation model (made available on GitHub) has been developed for a Danish university teaching building to be applied in the MPC toolchain BOBTEST within the IBPSA project 1. The model is calibrated and realistic occupancy is introduced based on data measured by meters installed in the building. Simulation and sensitivity analysis performed on controllers and electricity-consuming devices helped to improve the emulator implementation and make it BOBTEST-ready. Results indicate that (1) the model is physically realistic in terms of electric load and thermal comfort estimation and (2) a new control/actuation setup considerably improves simulation time.

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
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    https://doi.org/10.1109/energy...
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      https://doi.org/10.1109/energy...
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    Authors: orcid Yang, Tao;
    Yang, Tao
    ORCID
    Harvested from ORCID Public Data File

    Yang, Tao in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    orcid Arendt, Krzysztof;
    Arendt, Krzysztof
    ORCID
    Harvested from ORCID Public Data File

    Arendt, Krzysztof in OpenAIRE
    orcid Veje, Christian;
    Veje, Christian
    ORCID
    Harvested from ORCID Public Data File

    Veje, Christian in OpenAIRE

    An accurate and fast model is essential for implementation of model predictive control (MPC) in building management systems to reduce the load on electric grid without sacrificing occupant comfort. In this paper, an open source emulation model (made available on GitHub) has been developed for a Danish university teaching building to be applied in the MPC toolchain BOBTEST within the IBPSA project 1. The model is calibrated and realistic occupancy is introduced based on data measured by meters installed in the building. Simulation and sensitivity analysis performed on controllers and electricity-consuming devices helped to improve the emulator implementation and make it BOBTEST-ready. Results indicate that (1) the model is physically realistic in terms of electric load and thermal comfort estimation and (2) a new control/actuation setup considerably improves simulation time.

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao https://doi.org/10.1...arrow_drop_down
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    https://doi.org/10.1109/energy...
    Conference object . 2020 . Peer-reviewed
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    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    University of Southern Denmark Research Output
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      https://doi.org/10.1109/energy...
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      University of Southern Denmark Research Output
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    Authors: orcid Huang, Shaojun;
    Huang, Shaojun
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    Huang, Shaojun in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
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    Filonenko, Konstantin in OpenAIRE
    Zhao, Yuming; orcid Yang, Tao;
    Yang, Tao
    ORCID
    Harvested from ORCID Public Data File

    Yang, Tao in OpenAIRE
    +2 Authors

    This paper proposes an optimal energy planning method for minimizing the cost of heating, ventilation, and air conditioning (HVAC) of a building. Firstly, an RC (Resistance-Capacitance) state space model which can describe the thermal and CO2 dynamics of a building is established. Its parameters can be estimated based on time-series measurements: solar radiation, outside temperature, room temperature, number of occupants, ventilation rate, heating supply, CO2 level, etc. Secondly, this state space model in continuous time domain is rearranged and discretized. Thirdly, the discretized model is converted to constraints and an energy planning method based on linear programming is made for minimizing the costs of CO2 level and room temperature controls. Finally, case studies of a teaching building are carried out to demonstrate the efficacy of the proposed optimal planning method.

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    University of Southern Denmark Research Output
    Contribution for newspaper or weekly magazine . 2021
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.1109/pesgm4...
    Conference object . 2021 . Peer-reviewed
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      University of Southern Denmark Research Output
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      https://doi.org/10.1109/pesgm4...
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    Authors: orcid Huang, Shaojun;
    Huang, Shaojun
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    Huang, Shaojun in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    Zhao, Yuming; orcid Yang, Tao;
    Yang, Tao
    ORCID
    Harvested from ORCID Public Data File

    Yang, Tao in OpenAIRE
    +2 Authors

    This paper proposes an optimal energy planning method for minimizing the cost of heating, ventilation, and air conditioning (HVAC) of a building. Firstly, an RC (Resistance-Capacitance) state space model which can describe the thermal and CO2 dynamics of a building is established. Its parameters can be estimated based on time-series measurements: solar radiation, outside temperature, room temperature, number of occupants, ventilation rate, heating supply, CO2 level, etc. Secondly, this state space model in continuous time domain is rearranged and discretized. Thirdly, the discretized model is converted to constraints and an energy planning method based on linear programming is made for minimizing the costs of CO2 level and room temperature controls. Finally, case studies of a teaching building are carried out to demonstrate the efficacy of the proposed optimal planning method.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ University of Southe...arrow_drop_down
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    University of Southern Denmark Research Output
    Contribution for newspaper or weekly magazine . 2021
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    https://doi.org/10.1109/pesgm4...
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      University of Southern Denmark Research Output
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      https://doi.org/10.1109/pesgm4...
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    Authors: orcid Bjørnskov, Jakob;
    Bjørnskov, Jakob
    ORCID
    Harvested from ORCID Public Data File

    Bjørnskov, Jakob in OpenAIRE
    orcid Mortensen, Lasse Kappel;
    Mortensen, Lasse Kappel
    ORCID
    Harvested from ORCID Public Data File

    Mortensen, Lasse Kappel in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    orcid Shaker, Hamid Reza;
    Shaker, Hamid Reza
    ORCID
    Harvested from ORCID Public Data File

    Shaker, Hamid Reza in OpenAIRE
    +2 Authors

    AbstractNon-convex scheduling of energy production allows for more complex models that better describe the physical nature of the energy production system. Solutions to non-convex optimization problems can only be guaranteed to be local optima. For this reason, there is a need for methodologies that consistently provide low-cost solutions to the non-convex optimal scheduling problem. In this study, a novel Monte Carlo Tree Search initialization method for branch and bound solvers is proposed for the production planning of a combined heat and power unit with thermal heat storage in a district heating system. The optimization problem is formulated as a non-convex mixed-integer program, which is incorporated in a sliding time window framework. Here, the proposed initialization method offers lower-cost production planning compared to random initialization for larger time windows. For the test case, the proposed method lowers the yearly operational cost by more than 2,000,000 DKK per year. The method is one step in the direction of more reliable non-convex optimization that allows for more complex models of energy systems.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Energy Informaticsarrow_drop_down
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    Energy Informatics
    Article . 2021 . Peer-reviewed
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    Energy Informatics
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    Energy Informatics
    Article . 2021
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      Energy Informatics
      Article . 2021 . Peer-reviewed
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      Energy Informatics
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      Energy Informatics
      Article . 2021
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    Authors: orcid Bjørnskov, Jakob;
    Bjørnskov, Jakob
    ORCID
    Harvested from ORCID Public Data File

    Bjørnskov, Jakob in OpenAIRE
    orcid Mortensen, Lasse Kappel;
    Mortensen, Lasse Kappel
    ORCID
    Harvested from ORCID Public Data File

    Mortensen, Lasse Kappel in OpenAIRE
    orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    orcid Shaker, Hamid Reza;
    Shaker, Hamid Reza
    ORCID
    Harvested from ORCID Public Data File

    Shaker, Hamid Reza in OpenAIRE
    +2 Authors

    AbstractNon-convex scheduling of energy production allows for more complex models that better describe the physical nature of the energy production system. Solutions to non-convex optimization problems can only be guaranteed to be local optima. For this reason, there is a need for methodologies that consistently provide low-cost solutions to the non-convex optimal scheduling problem. In this study, a novel Monte Carlo Tree Search initialization method for branch and bound solvers is proposed for the production planning of a combined heat and power unit with thermal heat storage in a district heating system. The optimization problem is formulated as a non-convex mixed-integer program, which is incorporated in a sliding time window framework. Here, the proposed initialization method offers lower-cost production planning compared to random initialization for larger time windows. For the test case, the proposed method lowers the yearly operational cost by more than 2,000,000 DKK per year. The method is one step in the direction of more reliable non-convex optimization that allows for more complex models of energy systems.

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    Energy Informatics
    Article . 2021 . Peer-reviewed
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    Energy Informatics
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      Energy Informatics
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    Authors: orcid Hicham Johra;
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    orcid Konstantin Filonenko;
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    The main goal of the ENOVHEAT project is to develop, build and test a prototype of an innovative heat pump based on active magnetic regenerator technology. This device can be coupled to a ground source heat exchanger and an under-floor heating system to provide for the space heating needs of a low-energy house in Denmark. However, the use of a simple controller leads to modest performances because the heating system is running mostly part-load. This numerical study has tested the possibility of using heat storage in the indoor environment and building thermal mass as an effective strategy to improve the operation of the magnetocaloric heat pump. Indoor temperature set point modulation can take advantage of the building energy flexibility potential to maximize the full-load operation time of the heating system and therefore improve its seasonal COP. Results show that this control strategy can significantly increase the seasonal COP, ranging from 2.90 to 3.51 depending on the building thermal mass. Although the indoor temperature stability is reduced, it allows the magnetocaloric heat pump to reach energy use efficiencies which are similar to the ones of conventional vapour-compression heat pumps.

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    Authors: orcid Hicham Johra;
    Hicham Johra
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    Harvested from ORCID Public Data File

    Hicham Johra in OpenAIRE
    orcid Konstantin Filonenko;
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    orcid Per Heiselberg;
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    Per Heiselberg in OpenAIRE
    orcid Christian Veje;
    Christian Veje
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    Christian Veje in OpenAIRE
    +3 Authors

    The main goal of the ENOVHEAT project is to develop, build and test a prototype of an innovative heat pump based on active magnetic regenerator technology. This device can be coupled to a ground source heat exchanger and an under-floor heating system to provide for the space heating needs of a low-energy house in Denmark. However, the use of a simple controller leads to modest performances because the heating system is running mostly part-load. This numerical study has tested the possibility of using heat storage in the indoor environment and building thermal mass as an effective strategy to improve the operation of the magnetocaloric heat pump. Indoor temperature set point modulation can take advantage of the building energy flexibility potential to maximize the full-load operation time of the heating system and therefore improve its seasonal COP. Results show that this control strategy can significantly increase the seasonal COP, ranging from 2.90 to 3.51 depending on the building thermal mass. Although the indoor temperature stability is reduced, it allows the magnetocaloric heat pump to reach energy use efficiencies which are similar to the ones of conventional vapour-compression heat pumps.

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    Renewable Energy
    Article . 2019 . Peer-reviewed
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    Authors: orcid Johra, Hicham;
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    Mans, Michael; orcid Filonenko, Konstantin;
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    Filonenko, Konstantin in OpenAIRE
    De Jaeger, Ina; +2 Authors

    This article discusses different statistical methods to compare the predictions (in the form of time series) of urban-scale building energy models. It focuses on inter-model comparison without empirical measurements as a reference case. It is thus suggested to build a reference time series as a point-to-point mean average of all the models to be compared (ensemble methods). Different comparison metrics found in the literature are then reviewed and tested on simulation data from a modelling common exercise (DESTEST project). Most of those metrics behave similarly. Finally, a Python-based time series comparison tool is presented. It uses three simple metrics to compare building models: NMBE, CVRMSE of hourly data and CVRMSE of daily amplitudes.

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    Authors: orcid Johra, Hicham;
    Johra, Hicham
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    Johra, Hicham in OpenAIRE
    Mans, Michael; orcid Filonenko, Konstantin;
    Filonenko, Konstantin
    ORCID
    Harvested from ORCID Public Data File

    Filonenko, Konstantin in OpenAIRE
    De Jaeger, Ina; +2 Authors

    This article discusses different statistical methods to compare the predictions (in the form of time series) of urban-scale building energy models. It focuses on inter-model comparison without empirical measurements as a reference case. It is thus suggested to build a reference time series as a point-to-point mean average of all the models to be compared (ensemble methods). Different comparison metrics found in the literature are then reviewed and tested on simulation data from a modelling common exercise (DESTEST project). Most of those metrics behave similarly. Finally, a Python-based time series comparison tool is presented. It uses three simple metrics to compare building models: NMBE, CVRMSE of hourly data and CVRMSE of daily amplitudes.

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