Browsing Universitetet i Stavanger by Author "Fadnes, Fredrik Skaug"
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Artificial neural network model for predicting CO2 heat pump behaviour in domestic hot water and space heating systems
Fadnes, Fredrik Skaug; Banihabib, Reyhaneh; Assadi, Mohsen (Peer reviewed; Journal article, 2023)The natural refrigerant, CO2, possesses thermophysical properties that make it highly suitable for domestic hot water (DHW) production using heat pump technology. In this study, the development and validation of an artificial ... -
Holistic management of a smart city thermal energy plant with sewage heat pumps, solar heating, and grey water recycling
Fadnes, Fredrik Skaug; Olsen, Ernst; Assadi, Mohsen (Peer reviewed; Journal article, 2023)This article introduces a modern thermal energy plant consisting of sewage heat pumps, a biogas boiler, thermal solar collectors, and grey water recycling. It further discusses advanced methods to achieve energy efficiency ... -
Using Artificial Neural Networks to Gather Intelligence on a Fully Operational Heat Pump System in an Existing Building Cluster
Fadnes, Fredrik Skaug; Banihabib, Reyhaneh; Assadi, Mohsen (Peer reviewed; Journal article, 2023)The use of heat pumps for heating and cooling of buildings is increasing, offering an efficient and eco-friendly thermal energy supply. However, their complexity and system integration require attention to detail, and minor ...