In the context of the energy transition in Germany energy-optimized and resource-saving buildings and building systems are being installed. To be able to do this, it is necessary to obtain information from the buildings, such as peak or base load of heating/cooling and electrical consumption. In the following publication a developed short-term analysis system based on a modular non-invasive measurement system will be described. Additional first results from a field test will be presented.