Browsing Institutt for havromsoperasjoner og byggteknikk by Journals "Energy and Buildings"
Now showing items 1-4 of 4
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Assessing the impact of employing machine learning-based baseline load prediction pipelines with sliding-window training scheme on offered flexibility estimation for different building categories
(Peer reviewed; Journal article, 2023)The present study is focused on assessing the impact of the performance of baseline load prediction pipelines on the estimation (by the grid operator) accuracy of the flexibility offered by different categories of buildings. ... -
Enhancing climate resilience in buildings using Collective Intelligence: A pilot study on a Norwegian elderly care center
(Journal article; Peer reviewed, 2024)The combined challenge of climate change and population aging requires novel solutions that enhance the resilience of building energy systems and secure indoor comfort for vulnerable occupants in extreme weather conditions. ... -
Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization
(Peer reviewed; Journal article, 2023)Smart meter-driven remote auditing of buildings, as an alternative to the labor-intensive on-site visits, permits large-scale and rapid identification of buildings with low energy performance. The existing literature has ... -
A novel framework for assessing the smartness and the smart readiness level in highly electrified non-residential buildings: A Norwegian case study
(Journal article; Peer reviewed, 2024)This work presents a new operational framework to measure the smartness and smart readiness of highly electrified buildings. The framework seeks to enhance legacy systems and controls of existing buildings and establish ...