In this section, the process of the generation of synthetic data will be defined. The network used for data farming is Network 1 and can be seen in Figure 1. This network consists of 126 nodes and 168 pipes including 1 source, 2 tanks, 2 pumps, and 8 valves. The pressure sensor nodes, i.e. sensor layout was specifically chosen with a preliminary analysis as presented in section 3.1. All nodes have a set steady demand value, while 60% of all nodes have an unsteady demand pattern assigned to them with multipliers.