Heat load patterns in district heating substations

► Heat load patterns vary with applied control strategy, season and customer category. ► Time clock operation of ventilation is the most important factor of daily variations. ► It is possible to identify outliers by only using two descriptive parameters. ► A resolution of 1 h in heat meter value analysis is enough.