Systems and methods for classifying a possible failure in a power network are provided. In one embodiment, a method may include receiving network device status information for multiple network devices in communication with a communications network and capable of receiving primary power from a power network; and determining that a possible power network failure exists based on a first portion of the network devices associated with an inactive status and a second portion of the network devices associated with an active status, wherein the first portion comprises network devices without battery back-up capabilities and the second portion comprises network devices with battery back-up capabilities.