Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations

<div>Sample case three (nonnight setback, multifamily hot water profile): morning peak at 5 a.m. and evening dip at 5 p.m.</div>

Advances in Civil Engineering

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Figure 4

Figure 4: Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations 

Figure 4 | Feature Augmentation of Classifiers Using Learning Time Series Shapelets Transformation for Night Setback Classification of District Heating Substations 