A method for operating a power consumption metering system and a power consumption metering system are disclosed. In an embodiment a method includes measuring, by a sensor deployed at a monitored site, power consumption values over time to obtain a value pattern of a power consumption, providing the value pattern to a cloud based data processing system, identifying a status of a power consumer of the monitored site dependent on the value pattern and counting an operation time of the power consumer dependent on the identified status.