Browsing Publikasjoner fra CRIStin by Subject "Baseline prediction; Demand flexibility; Commercial buildings; Machine learning; Smart meters; Sliding-window training; Pipeline optimization"
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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. ...