Patent attributes
Described herein are systems and methods for assessing a health status of a cleaning head assembly in a mobile cleaning robot. The mobile robot includes motorized cleaning member that rotatably engages a floor surface to extract debris. An exemplary system includes a processor circuit that receives robot data produced by the mobile cleaning robot traversing an environment, determines a robot parameter using a portion of the received robot data corresponding to a floor area having a specific surface condition traversed repeatedly by the mobile cleaning robot, and determines a state of the cleaning head and an estimate of remaining useful life of the cleaning head based on the robot parameter. The determined state of the cleaning head system can be provide to a user via a user interface.