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

Table 1

Overview of the original data.

Substation	Night setback	Year	Length	Training/validation	Testing
Substation 1	n	2017	8760	Y
Substation 2	n	2017	8760	Y
Substation 3	n	2017	8760	y
Substation 4	n	2017	8760		y
Substation 5	n	2017	8760		y
Substation 6	y	2017	8760	y
Substation 7	y	2017	8760	y
Substation 8	y	2017	8760	y
Substation 9	y	2016	8784		y
Substation 10	y	2016	8784		y