1. A system for monitoring sensors of a lighting control system, comprising: a plurality of sensors connected to a network; and a computing device connected to the network comprising a training subsystem, a detecting subsystem and a locating subsystem, wherein the training subsystem is configured to compute statistics for the plurality of sensors over at least a portion of historical data respective of the alit of sensors stored over time, wherein the detecting subsystem is configured to collect measurements from the plurality of sensors and determine, based at least on the computed statistics provided from the training subsystem, a faulty sensor from among the plurality of sensors, and wherein the locating subsystem is configured to determine a location of the faulty sensor from among the plurality of sensors based on a fault indicator determined for each of the plurality of sensors.