Accuracy analyses and model comparison of machine learning adopted in building energy consumption prediction

Z Liu, D Wu, Y Liu, Z Han, L Lun… - Energy Exploration …, 2019 - journals.sagepub.com
It is of great significance to achieve the prediction of building energy consumption. However,
machine learning, as a promising technique for many practical applications, was rarely …

Electrical hybrid heat pumps assisted by natural gas boilers: A review

M Beccali, M Bonomolo, F Martorana, P Catrini… - Applied Energy, 2022 - Elsevier
In this paper, a comprehensive review is performed on hybrid systems using electrical Heat
Pumps for Heating, Ventilation & Air Conditioning systems and Domestic Hot Water …

Geothermal based hybrid energy systems, toward eco-friendly energy approaches

AG Olabi, M Mahmoud, B Soudan, T Wilberforce… - Renewable energy, 2020 - Elsevier
Geothermal Energy is a very attractive source of naturally-occurring green renewable
energy. Exploiting this natural resource is straightforward and causes almost no ill effects to …

Solar harvest: Enhancing carbon sequestration and energy efficiency in solar greenhouses with PVT and GSHP systems

Z Liu, W Wang, Y Chen, L Wang, Z Guo, X Yang… - Renewable Energy, 2023 - Elsevier
It is universally acknowledged that climate change brings widespread attention to solar
greenhouse plant carbon sequestration. Suitable technologies in solar greenhouses were …

What drives the carbon mitigation in Chinese commercial building sector? Evidence from decomposing an extended Kaya identity

M Ma, W Cai - Science of the Total Environment, 2018 - Elsevier
Energy efficiency in the building sector is expected to contribute> 50% to the nationwide
carbon mitigation efforts for achieving China's carbon emission peak in 2030, and carbon …

[HTML][HTML] Shallow geothermal energy potential for heating and cooling of buildings with regeneration under climate change scenarios

A Walch, X Li, J Chambers, N Mohajeri, S Yilmaz… - Energy, 2022 - Elsevier
Shallow ground-source heat pumps (GSHPs) are a promising technology for contributing to
the decarbonisation of the energy sector. In heating-dominated climates, the combined use …

Reducing energy consumption of CO2 desorption in CO2-loaded aqueous amine solution using Al2O3/HZSM-5 bifunctional catalysts

X Zhang, H Liu, Z Liang, R Idem, P Tontiwachwuthikul… - Applied energy, 2018 - Elsevier
The aim of this work is to find a potential way for great decrease in CO 2 capture energy
requirement. Here, for the first time, a series of bifunctional Al 2 O 3/HZSM-5 catalysts (Al …

Robust hydroelectric unit commitment considering integration of large-scale photovoltaic power: A case study in China

B Ming, P Liu, S Guo, L Cheng, Y Zhou, S Gao, H Li - Applied Energy, 2018 - Elsevier
Hybrid generation of large-scale photovoltaic (PV) power together with hydropower offers a
promising option to promote the integration of PV power, because hydro units can …

Designing and optimization of solar assisted ground source heat pump system to supply heating, cooling and hot water demands

G Nouri, Y Noorollahi, H Yousefi - Geothermics, 2019 - Elsevier
This paper puts forward the simulations of different configurations of combined solar
evacuated tubular collector with a ground source heat pump system to meet the heating …

Integrated operation of PV assisted ground source heat pump and air source heat pump system: Performance analysis and economic optimization

Z Zheng, J Zhou, F Xu, R Zhang, G Deng - Energy Conversion and …, 2022 - Elsevier
The ground source heat pump (GSHP) system is widely recognized as an efficient, clean
and economical renewable energy technology for buildings, and can be utilized for building …