A predictive model for smart control of a domestic heat pump and thermal storage

Richard Pieter van Leeuwen, I. Gebhardt, J.B. de Wit, Gerardus Johannes Maria Smit

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

7 Citations (Scopus)
2 Downloads (Pure)

Abstract

The purpose of this paper is to develop and validate a predictive model of a thermal storage which is charged by a heat pump and used for domestic hot water supply. The model is used for smart grid control purposes and requires measurement signals of flow and temperature at the inlet and outlet of the storage to determine charged and discharged thermal energy, and electrical energy consumption of the heat pump. The paper reviews possible simulation models and describes a predictive model for the state of charge and for the heat pump power consumption during charging based on experimental data. Simulations are carried out and results are compared with experiments. The model is applied in a case of domestic smart energy control for which results are shown.
Original languageEnglish
Title of host publicationProceedings of SMARTGREENS 2016
Place of PublicationSetubal, Portugal
PublisherSCITEPRESS Digital Library
Pages136-145
Number of pages10
ISBN (Print)978-989-758-184-7
DOIs
Publication statusPublished - Apr 2016
Event5th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2016 - Rome, Italy
Duration: 23 Apr 201625 Apr 2016
Conference number: 5

Conference

Conference5th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2016
Abbreviated titleSMARTGREENS
CountryItaly
CityRome
Period23/04/1625/04/16

Fingerprint

Pumps
Thermal energy
Water supply
Power control
Electric power utilization
Energy utilization
Hot Temperature
Experiments
Temperature

Keywords

  • Optimal Heat Pump Control
  • EWI-27425
  • Energy Management Systems
  • Energy Profiling and Measurement
  • IR-102286
  • Smart Energy Storage
  • Smart Grid
  • METIS-319483
  • Load Balancing

Cite this

van Leeuwen, R. P., Gebhardt, I., de Wit, J. B., & Smit, G. J. M. (2016). A predictive model for smart control of a domestic heat pump and thermal storage. In Proceedings of SMARTGREENS 2016 (pp. 136-145). Setubal, Portugal: SCITEPRESS Digital Library. https://doi.org/10.5220/0005762201360145
van Leeuwen, Richard Pieter ; Gebhardt, I. ; de Wit, J.B. ; Smit, Gerardus Johannes Maria. / A predictive model for smart control of a domestic heat pump and thermal storage. Proceedings of SMARTGREENS 2016. Setubal, Portugal : SCITEPRESS Digital Library, 2016. pp. 136-145
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title = "A predictive model for smart control of a domestic heat pump and thermal storage",
abstract = "The purpose of this paper is to develop and validate a predictive model of a thermal storage which is charged by a heat pump and used for domestic hot water supply. The model is used for smart grid control purposes and requires measurement signals of flow and temperature at the inlet and outlet of the storage to determine charged and discharged thermal energy, and electrical energy consumption of the heat pump. The paper reviews possible simulation models and describes a predictive model for the state of charge and for the heat pump power consumption during charging based on experimental data. Simulations are carried out and results are compared with experiments. The model is applied in a case of domestic smart energy control for which results are shown.",
keywords = "Optimal Heat Pump Control, EWI-27425, Energy Management Systems, Energy Profiling and Measurement, IR-102286, Smart Energy Storage, Smart Grid, METIS-319483, Load Balancing",
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van Leeuwen, RP, Gebhardt, I, de Wit, JB & Smit, GJM 2016, A predictive model for smart control of a domestic heat pump and thermal storage. in Proceedings of SMARTGREENS 2016. SCITEPRESS Digital Library, Setubal, Portugal, pp. 136-145, 5th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2016, Rome, Italy, 23/04/16. https://doi.org/10.5220/0005762201360145

A predictive model for smart control of a domestic heat pump and thermal storage. / van Leeuwen, Richard Pieter; Gebhardt, I.; de Wit, J.B.; Smit, Gerardus Johannes Maria.

Proceedings of SMARTGREENS 2016. Setubal, Portugal : SCITEPRESS Digital Library, 2016. p. 136-145.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AB - The purpose of this paper is to develop and validate a predictive model of a thermal storage which is charged by a heat pump and used for domestic hot water supply. The model is used for smart grid control purposes and requires measurement signals of flow and temperature at the inlet and outlet of the storage to determine charged and discharged thermal energy, and electrical energy consumption of the heat pump. The paper reviews possible simulation models and describes a predictive model for the state of charge and for the heat pump power consumption during charging based on experimental data. Simulations are carried out and results are compared with experiments. The model is applied in a case of domestic smart energy control for which results are shown.

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van Leeuwen RP, Gebhardt I, de Wit JB, Smit GJM. A predictive model for smart control of a domestic heat pump and thermal storage. In Proceedings of SMARTGREENS 2016. Setubal, Portugal: SCITEPRESS Digital Library. 2016. p. 136-145 https://doi.org/10.5220/0005762201360145