Abstract: Systems and methods are provided for predicting failure of an air filter within an HVAC installation. Also provided are methods for calibrating the systems described. The system provided typically includes air filters and vents, and a processor at an application server configured to implement methods described. Each vent may include various sensors, such as a temperature sensor or a sensor for evaluating indoor air quality. The method may receive information about a total volume of air pumped by an HVAC system over time, determine the volumetric quantity of air passing through a particular filter, and compare that quantity of air to a threshold amount representing the lifetime, or some percentage of the lifetime of the filter. Where the system includes multiple vents and multiple filters, the system may implement a model for calculating the volumetric quantity of air associated with each individual filter.

Abstract: Systems and methods are provided for determining a use condition of an appliance, such as a sump pump, and outputting an indication of the current use condition of the appliance. A system implementing the method will first generate an actual first signature of a first characteristic associated with the appliance. The system will then generate an actual second signature of a second characteristic associated with the appliance. Each of the actual first and second signatures are then compared to corresponding expected signatures. The system then selects a current use condition from a plurality of use conditions based on the relationship between the actual signatures and the expected signatures.

Abstract: Systems and methods are provided for determining a use condition of an appliance, such as a sump pump, and outputting an indication of the current use condition of the appliance. A system implementing the method will first generate an actual first signature of a first characteristic associated with the appliance. The system will then generate an actual second signature of a second characteristic associated with the appliance. Each of the actual first and second signatures are then compared to corresponding expected signatures. The system then selects a current use condition from a plurality of use conditions based on the relationship between the actual signatures and the expected signatures.

Abstract: The SmartVent and Atmospheric Controller Apparatuses, Methods and Systems (“SmartVent”) transforms user desired environmental setting and SmartVent measurement inputs via SmartVent components into SmartVent adjustment messages and environmental change outputs. In one embodiment, a SmartVent system may include a self-regulating HVAC system, comprising a plurality of smart HVAC vents disposed in wireless communication with a remote computing device. Where the remote computing device includes a memory and a processor disposed in communication with the memory, configured to record calibration data from each of said plurality of smart HVAC vents. The calibration data may include temperature and flow rate data from each of said plurality of smart HVAC vents.