Skip to main content
Log in

Simulation and experiment of a photovoltaic—air source heat pump system with thermal energy storage for heating and domestic hot water supply

  • Research Article
  • Building Systems and Components
  • Published:
Building Simulation Aims and scope Submit manuscript

Abstract

For China, the development of low-energy buildings is one of the necessary routes for achieving carbon neutrality. Combining photovoltaic (PV) with air source heat pump (ASHP) yields a great potential in providing heating and domestic hot water (DHW) supply in non-central heating areas. However, the diurnal and seasonal inconsistencies between solar availability and building heat load can severely affect the efficacy of solar energy systems. This study creates and numerically simulates a PV-ASHP system with thermal energy storage (TES) in transient system simulation software, TRNSYS. Experimental studies are conducted to validate the simulation model. The system’s yearly operational characteristics are simulated to reveal the energy conversion relationship between the system’s thermoelectric storage and heating and DHW demand. The results show that the synergy between heating and DHW simultaneously improves the direct utilization of solar energy compared to single heating. The yearly self-consumption and self-satisfaction rates of PV and the COP of the ASHP increase by 131.25%, 10.53% and 9.56%, respectively. Solar energy contributes 55.54% to the system, with a PV capacity of 82 W per square meter of building area. This study provides fresh approaches to developing flexible building-integrated PV-ASHP technologies and balance of the energy exchange among the PV, building load and TES.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Abbreviations

COP :

coefficient of performance

D exp :

experimental data

D sim :

simulated results

E all-pump :

all pumps demand (kWh)

E all-sys :

all system demand (kWh)

E ASHP :

ASHP electrical consumption (kWh)

E fan :

fan demand (kWh)

E pump-s :

single speed pump demand (kWh)

E pump-v :

variable speed pump demand (kWh)

E PV :

PV generation (kWh)

E solar :

total surface radiation for PV (kWh)

E PV-ASHP :

PV generation fed to the ASHP (kWh)

E PV-grid :

PV generation exported to the grid (kWh)

E grid-ASHP :

grid fed to the ASHP (kWh)

ECPV :

electricity consumption for system compared to PV generation (%)

n :

number of data

P PV :

power of the PV (kW)

P PV-ASHP :

power of the PV to ASHP (kW)

P PV-grid :

power of the PV to grid (kW)

P grid-ASHP :

power of the grid to ASHP (kW)

P ASHP :

power of the ASHP (kW)

P pump-v :

power of the variable speed pump (kW)

P pump-rated :

rated power of the variable speed pump (kW)

Q room :

room heat demand (kWh)

Q DHW :

DHW heat demand (kWh)

Q room-night :

room heat demand at night (kWh)

Q ASHP :

thermal energy supplied by the ASHP (kWh)

Q lost-tank :

thermal energy lost in the storage tank (kWh)

Q lost-pipe :

thermal energy lost in the pipe (kWh)

Q lost-sys :

thermal energy lost in the system (kWh)

Q tan-all :

thermal energy transferred from single and variable speed pump (kWh)

Q rem-tank :

thermal energy remained in the storage tank (kWh)

RMSE :

root mean square error

SC ASHP :

self-consumption for ASHP

SC grid :

self-consumption for grid

SS ASHP :

self-sufficiency for ASHP by PV

T a :

ambient temperature (°C)

T room :

temperature of the room (°C)

T set-room :

setpoint temperature of the room (°C)

T tank-h :

temperature of the heating storage tank (°C)

T tank-DHW :

temperature of the DHW storage tank (°C)

T water-in :

temperature of the water to room (°C)

T wind-out :

temperature of the air from fan coil (°C)

η PV :

PV converter efficiency (%)

References

  • Al-Ghussain L, Darwish Ahmad A, Abubaker AM, et al. (2022). Techno-economic feasibility of thermal storage systems for the transition to 100% renewable grids. Renewable Energy, 189: 800–812.

    Article  Google Scholar 

  • Bee E, Prada A, Baggio P, et al. (2019). Air-source heat pump and photovoltaic systems for residential heating and cooling: Potential of self-consumption in different European climates. Building Simulation, 12: 453–463.

    Article  Google Scholar 

  • Chwieduk B, Chwieduk D (2021). Analysis of operation and energy performance of a heat pump driven by a PV system for space heating of a single family house in Polish conditions. Renewable Energy, 165: 117–126.

    Article  Google Scholar 

  • Dannemand M, Sifnaios I, Tian Z, et al. (2020). Simulation and optimization of a hybrid unglazed solar photovoltaic-thermal collector and heat pump system with two storage tanks. Energy Conversion and Management, 206: 112429.

    Article  Google Scholar 

  • Ermel C, Bianchi MVA, Cardoso AP, et al. (2022). Thermal storage integrated into air-source heat pumps to leverage building electrification: A systematic literature review. Applied Thermal Engineering, 215: 118975.

    Article  Google Scholar 

  • Facci AL, Krastev VK, Falcucci G, et al. (2019). Smart integration of photovoltaic production, heat pump and thermal energy storage in residential applications. Solar Energy, 192: 133–143.

    Article  Google Scholar 

  • GB (2018). GB 50364: Technical Standard for Solar Water Heating System of Civil Buildings. Beijng: China Architechure & Building Press. (in Chinese)

    Google Scholar 

  • GB (2019). GB/T 51350: Technical Standard for Nearly Zero Energy Buildings. Beijing: China Architechure & Building Press. (in Chinese)

    Google Scholar 

  • Heinz A, Rieberer R (2021). Energetic and economic analysis of a PV-assisted air-to-water heat pump system for renovated residential buildings with high-temperature heat emission system. Applied Energy, 293: 116953.

    Article  Google Scholar 

  • Herrando M, Pantaleo AM, Wang K, et al. (2019). Solar combined cooling, heating and power systems based on hybrid PVT, PV or solar-thermal collectors for building applications. Renewable Energy, 143: 637–647.

    Article  Google Scholar 

  • Jebamalai JM, Marlein K, Laverge J (2020). Influence of centralized and distributed thermal energy storage on district heating network design. Energy, 202: 117689.

    Article  Google Scholar 

  • Kavian S, Aghanajafi C, Jafari Mosleh H, et al. (2020). Exergy, economic and environmental evaluation of an optimized hybrid photovoltaic-geothermal heat pump system. Applied Energy, 276: 115469.

    Article  Google Scholar 

  • Klein SA (2018). TRNSYS—A Transient System Simulation Program (Version 18). Madison, WI, USA: Solar Energy Laboratory, University of Wisconsin—Madison.

    Google Scholar 

  • Li S, Peng J, Tan Y, et al. (2020). Study of the application potential of photovoltaic direct-driven air conditioners in different climate zones. Energy and Buildings, 226: 110387.

    Article  Google Scholar 

  • Li S, Peng J, Zou B, et al. (2021). Zero energy potential of photovoltaic direct-driven air conditioners with considering the load flexibility of air conditioners. Applied Energy, 304: 117821.

    Article  Google Scholar 

  • Long H, Li J, Liu H (2022). Internal migration and associated carbon emission changes: Evidence from cities in China. Energy Economics, 110: 106010.

    Article  Google Scholar 

  • Ma L, Ge H, Wang L, et al. (2021). Optimization of passive solar design and integration of building integrated photovoltaic/thermal (BIPV/T) system in northern housing. Building Simulation, 14: 1467–1486.

    Article  Google Scholar 

  • O’Shaughnessy E, Cutler D, Ardani K, et al. (2018). Solar plus: A review of the end-user economics of solar PV integration with storage and load control in residential buildings. Applied Energy, 228: 2165–2175.

    Article  Google Scholar 

  • Osterman E, Stritih U (2021). Review on compression heat pump systems with thermal energy storage for heating and cooling of buildings. Journal of Energy Storage, 39: 102569.

    Article  Google Scholar 

  • Ozcan HG, Varga S, Gunerhan H, et al. (2021). Numerical and experimental work to assess dynamic advanced exergy performance of an on-grid solar photovoltaic-air source heat pump-battery system. Energy Conversion and Management, 227: 113605.

    Article  Google Scholar 

  • Pena-Bello A, Schuetz P, Berger M, et al. (2021). Decarbonizing heat with PV-coupled heat pumps supported by electricity and heat storage: Impacts and trade-offs for prosumers and the grid. Energy Conversion and Management, 240: 114220.

    Article  Google Scholar 

  • Razavi SH, Ahmadi R, Zahedi A (2018). Modeling, simulation and dynamic control of solar assisted ground source heat pump to provide heating load and DHW. Applied Thermal Engineering, 129: 127–144.

    Article  Google Scholar 

  • Romanchenko D, Nyholm E, Odenberger M, et al. (2021). Impacts of demand response from buildings and centralized thermal energy storage on district heating systems. Sustainable Cities and Society, 64: 102510.

    Article  Google Scholar 

  • Salah Saidi A (2022). Impact of grid-tied photovoltaic systems on voltage stability of Tunisian distribution networks using dynamic reactive power control. Ain Shams Engineering Journal, 13: 101537.

    Article  Google Scholar 

  • Sun L-L, Cui H-J, Ge Q-S (2022). Will China achieve its 2060 carbon neutral commitment from the provincial perspective? Advances in Climate Change Research, 13: 169–178.

    Article  Google Scholar 

  • Tao Y, Wu Y, Wu M, et al. (2022). Multi-criteria decision making for comprehensive benefits assessment of photovoltaic poverty alleviation project under sustainability perspective: A case study in Yunnan, China. Journal of Cleaner Production, 346: 131175.

    Article  Google Scholar 

  • Tarragona J, Fernández C, de Gracia A (2020). Model predictive control applied to a heating system with PV panels and thermal energy storage. Energy, 197: 117229.

    Article  Google Scholar 

  • Thygesen R, Karlsson B (2014). Simulation and analysis of a solar assisted heat pump system with two different storage types for high levels of PV electricity self-consumption. Solar Energy, 103: 19–27.

    Article  Google Scholar 

  • Wang C, Gong G, Su H, et al. (2015). Efficacy of integrated photovoltaics-air source heat pump systems for application in Central-south China. Renewable and Sustainable Energy Reviews, 49: 1190–1197.

    Article  Google Scholar 

  • Wang X, Xia L, Bales C, et al. (2020). A systematic review of recent air source heat pump (ASHP) systems assisted by solar thermal, photovoltaic and photovoltaic/thermal sources. Renewable Energy, 146: 2472–2487.

    Article  Google Scholar 

  • Wang Y, Quan Z, Jing H, et al. (2021). Performance and operation strategy optimization of a new dual-source building energy supply system with heat pumps and energy storage. Energy Conversion and Management, 239: 114204.

    Article  Google Scholar 

  • Wu W, Skye HM (2018). Net-zero nation: HVAC and PV systems for residential net-zero energy buildings across the United States. Energy Conversion and Management, 177: 605–628.

    Article  Google Scholar 

  • Xu L, Li M, Zhang Y, et al. (2021). Applicability and comparison of solar-air source heat pump systems between cold and warm regions of plateau by transient simulation and experiment. Building Simulation, 14: 1697–1708.

    Article  Google Scholar 

  • Yan W, He Y, Cai Y, et al. (2021). Relationship between extreme climate indices and spatiotemporal changes of vegetation on Yunnan Plateau from 1982 to 2019. Global Ecology and Conservation, 31: e01813.

    Article  Google Scholar 

  • Yildiz B, Bilbao JI, Roberts M, et al. (2021). Analysis of electricity consumption and thermal storage of domestic electric water heating systems to utilize excess PV generation. Energy, 235: 121325.

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by the National Natural Science Foundation of China (No. 51966019), International S&T Cooperation Program of Yunnan, China (No. 202003AF140001) and Kunming International S&T Cooperation Base of Kunming, China (No. GHJD-2020026).

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Junyu Da, Ming Li, Guoliang Li, Yunfeng Wang and Ying Zhang. The first draft of the manuscript was written by Junyu Da and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Guoliang Li or Ying Zhang.

Ethics declarations

We declare that we have no financial and personal relationships with other people or organizations that can inappropriately influence our work. There is no professional or other personal interest of any nature or kind in any product, service and company that could be construed as influencing the position presented in the manuscript entitled “Simulation and experiment of photovoltaic-air source heat pump system with thermal energy storage for heating and domestic hot water supply”.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Da, J., Li, M., Li, G. et al. Simulation and experiment of a photovoltaic—air source heat pump system with thermal energy storage for heating and domestic hot water supply. Build. Simul. 16, 1897–1913 (2023). https://doi.org/10.1007/s12273-022-0960-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12273-022-0960-6

Keywords

Navigation