Utilizing domain knowledge: robust machine learning for building energy performance prediction with small, inconsistent datasets

Published: 15 November 2023| Version 2 | DOI: 10.17632/fctghwx3r9.2
Contributors:
Xia CHEN,
,

Description

The open data for Chen, Xia, Manav Mahan Sing, and Philipp Geyer. "Utilizing Domain Knowledge: Robust Machine Learning for Building Energy Prediction with Small, Inconsistent Datasets." arXiv preprint arXiv:2302.10784 (2023). Credit for the dataset crafting: Manav Mahan Singh

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Institutions

Leibniz Universitat Hannover, Technische Universitat Munchen

Categories

Component-Based Software Engineering, Heating Load, Time Series, Building Energy Analysis

Funding

Deutsche Forschungsgemeinschaft

GE 1652/3-2

Deutsche Forschungsgemeinschaft

GE 1652/4-1

Licence