Optimal design, operational controls, and data-driven machine learning in sustainable borehole heat exchanger coupled heat pumps: Key implementation challenges …
The integration of technologies has made it possible to develop optimal operating conditions
at reduced costs, which results in a more sustainable energy transition away from fossil fuels …
at reduced costs, which results in a more sustainable energy transition away from fossil fuels …
Scientific achievements and regulation of shallow geothermal systems in six European countries–A review
The aim of this paper is to review the recent scientific literature concerning geothermal heat
pumps and the existing regulations and/or technical guidelines in selected European …
pumps and the existing regulations and/or technical guidelines in selected European …
Application of a multiple linear regression and an artificial neural network model for the heating performance analysis and hourly prediction of a large-scale ground …
SK Park, HJ Moon, KC Min, C Hwang, S Kim - Energy and Buildings, 2018 - Elsevier
A ground source heat pump system (GSHP) with 450 RT capacity composed of ten heat
pump units provides the heating and cooling energy to an entire hospital building. The …
pump units provides the heating and cooling energy to an entire hospital building. The …
Case study of performance evaluation of ground source heat pump system based on ANN and ANFIS models
W Sun, P Hu, F Lei, N Zhu, Z Jiang - Applied Thermal Engineering, 2015 - Elsevier
This paper presents case studies with a method to predict the coefficient of performance
(COP) of the heat pump and the COPs of ground source heat pump (GSHP) system with …
(COP) of the heat pump and the COPs of ground source heat pump (GSHP) system with …
Clustering based on dynamic time war** to extract typical daily patterns from long-term operation data of a ground source heat pump system
S Zhang, L Zhang, X Zhang - Energy, 2022 - Elsevier
While clustering has been commonly used to profile the building electricity consumption
data, its application to HVAC system data is relatively less. Based on the operation data of a …
data, its application to HVAC system data is relatively less. Based on the operation data of a …
A novel TRNSYS type for short-term borehole heat exchanger simulation: B2G model
M De Rosa, F Ruiz-Calvo, JM Corberán… - Energy Conversion and …, 2015 - Elsevier
Abstract Models of ground source heat pump (GSHP) systems are used as an aid for the
correct design and optimization of the system. For this purpose, it is necessary to develop …
correct design and optimization of the system. For this purpose, it is necessary to develop …
Development and experimental validation of a TRNSYS dynamic tool for design and energy optimization of ground source heat pump systems
Ground source heat pump (GSHP) systems stand for an efficient technology for renewable
heating and cooling in buildings. To optimize not only the design but also the operation of …
heating and cooling in buildings. To optimize not only the design but also the operation of …
Models for thermo-fluid dynamic phenomena in low enthalpy geothermal energy systems: A review
A Carotenuto, M Ciccolella, N Massarotti… - … and Sustainable Energy …, 2016 - Elsevier
The need to address the global challenge of using clean energy, mitigating climatic changes
and favoring sustainable development, has promoted the diffusion of new technologies for …
and favoring sustainable development, has promoted the diffusion of new technologies for …
Numerical study on the long-term performance and load imbalance ratio for medium-shallow borehole heat exchanger system
R Wang, F Wang, Y Xue, J Jiang, Y Zhang, W Cai… - Energies, 2022 - mdpi.com
To contribute to the goal of carbon neutralization, the closed-loop borehole heat exchanger
system is widely applied to use geothermal energy for building cooling and heating. In this …
system is widely applied to use geothermal energy for building cooling and heating. In this …
Coupling short-term (B2G model) and long-term (g-function) models for ground source heat exchanger simulation in TRNSYS. Application in a real installation
Ground-source heat pump (GSHP) systems represent one of the most promising techniques
for heating and cooling in buildings. These systems use the ground as a heat source/sink …
for heating and cooling in buildings. These systems use the ground as a heat source/sink …