Metrics for energy saving and response behavior

A computer program product comprising:

• one or more computer readable storage media, and program instructions collectively stored on the one or more computer readable storage media, the program instructions comprising:
• program instructions to receive, for each of a plurality of energy users, consumption time series data from a smart meter of the energy user;
• program instructions to cluster the energy users based on the consumption time series data;
• program instructions to identify a plurality of groups of energy users based upon the clustering;
• and
• program instructions to send a recommendation of an architectural change to improve energy efficiency to the energy users in one of the plurality of groups.

A system comprising:

• a hardware processor, a computer readable memory, and one or more computer readable storage media associated with a computing device;
• program instructions to receive, for each of a plurality of energy users, consumption time series data from a smart meter of the energy user;
• program instructions to determine, for each of the plurality of energy users, demographic data of the energy user;
• program instructions to cluster the energy users based on the consumption time series data and the demographic data;
• program instructions to identify a plurality of groups of energy users based upon the clustering;
• and
• program instructions to determine an energy saving program to associate with each of the plurality of groups,
• wherein the program instructions are stored on the one or more computer readable storage media for execution by the hardware processor via the computer readable memory.