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Time series building energy systems data imputation

Adrien Lucbert (Onderzoeker); Juliën van der Niet (Lid Lectoraat); Albert Corson (Onderzoeker); Michael Weij (Student); Ramon Isaac van der Elst (Lid Lectoraat); Jesús Mª Martínez de Juan (Onderzoeker); Tadeo Baldiri Salcedo Rahola (Docent)

Completeness of data is vital for the decision making and forecasting on Building Management Systems (BMS) as missing data can result in biased decision making down the line. This study creates a guideline for imputing the gaps in BMS datasets by comparing four methods: K Nearest Neighbour algorithm …

2022-05-20TechniekConferentiebijdrage

Times Series Building Energy Systems data Imputation

T.B. Salcedo Rahola (Docent); Juliën van der Niet (Student); MIchiel Weij (Student); Ramon Isaac van der Elst (Student)

2022Techniek; …Conferentiebijdrage

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Time series building energy systems data imputation

Times Series Building Energy Systems data Imputation

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