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Using PSO-GA algorithm for training artificial neural network to forecast solar space heating system parameters

Applied Thermal Engineering, 2019
An Artificial Neural Network (ANN) model based on PSO-GA optimization algorithm is applied to predict a Solar Space Heating System (SSHS) performance. An experimental research is conducted into the SSHS equipped with a Parabolic Through Collector (PTC ...
Behnam Jamali   +4 more
semanticscholar   +1 more source

Performance analysis of indirect-expansion solar assisted heat pump using CO2 as refrigerant for space heating in cold climate

, 2020
The indirect-expansion solar assisted heat pump (SAHP) is one of the main configurations for SAHP systems. Previous work on this configuration has focused only on one-stage heat pump cycles using traditional refrigerants, which will be phased out in the ...
Juanli Ma   +4 more
semanticscholar   +1 more source

High energy-density and power-density thermal storage prototype with hydrated salt for hot water and space heating

Applied Energy, 2019
Thermal energy storage is a key technology to promote renewable energy application and utilization of off-peak electricity for space heating and hot water.
T.-X. Li   +4 more
semanticscholar   +1 more source

Space heating performance of novel ventilated mortar blocks integrated with phase change material for floor heating

, 2020
Energy flexible building is promising for the penetration of renewable energy, and electric heating floor with built-in ventilation duct is one important form.
Jiwei Guo   +3 more
semanticscholar   +1 more source

Bottom-up modelling methodology for urban-scale analysis of residential space heating demand response

Applied Energy, 2019
Several studies have indicated a potential to exploit the thermal inertia of individual residential buildings for demand response purposes using model predictive control and time-varying prices.
R. Hedegaard   +4 more
semanticscholar   +1 more source

Effects of space heating on the pollutant emission intensities in “2+26” cities

, 2020
The PM2.5 concentration of the air pollution transmission channel cities (APTCC) of the Beijing-Tianjin-Hebei area (“2 + 26” cities) is significantly higher in the heating season than in the non-heating season.
Jia-Yang Chen, M. Shan, J. Xia, Yi Jiang
semanticscholar   +1 more source

The potential of energy flexibility of space heating and cooling in Portugal

, 2020
This study assesses the potential of energy flexibility of space heating and cooling for a typical household under different geographical conditions in Portugal.
N. Majdalani   +3 more
semanticscholar   +1 more source

A comprehensive study on a novel transcritical CO2 heat pump for simultaneous space heating and cooling – Concepts and initial performance

, 2021
Ji Wang   +9 more
semanticscholar   +1 more source

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