Abstract: A method for modeling power usage within a macrogrid uses data relating to the behavioral patterns and states (“BA”) of the users, data relating to external impacts on power usage and disaggregated power consumption data in at least one premises within the macrogrid (forming “power usage model data”) and thereafter a method of forecasting and predicting future power requirements within the macrogrid uses such power usage model data.

Abstract: Power consumption related data for the power source supplying an entire household or other group of appliances is captured at a relatively high data rate. The raw data is analyzed to remove redundancy and to identify pertinent features, and then the more informative of these features are then selected. The analysis and selection of features are pre-processing tasks that are performed on-site, on the same piece of hardware that acquires the raw data and transmits the pre-processed data to the server. By transmitting selective data to a remote server, only a low bandwidth is required for the transmission.

Abstract: A method and system are provided for optimizing a demand response program. The method comprises obtaining usage data for a plurality of target devices; and using at least one variable associated with usage behavior of the plurality of target devices to optimize the demand response program.

Abstract: The mount allows an antenna to be fitted to an inaccessible side of a panel from an accessible side, through a knockout. An antenna and cable are first fitted to the mount. The mount has clips that can be squeezed inwards so that it can be inserted into the knockout, and then released so that they retain the mount from the far side of the panel. Stops on the mount prevent it from being inserted too far. The tabs may be squeezed with finger pressure only so that the mount can be fitted in restricted locations where access is difficult, such as in an electrical breaker box. The mount can easily be removed by squeezing the tabs.