Fault Detection and Reporting System for Devices Used in Homes and Corporate Offices
Keywords:
Clustering, device failure detection, fault detection, sensors, sensor data analysisAbstract
In today’s electronic world, humans are dependent on electronic devices. These electronic devices are having greater impact if some of those does not work correctly at required situations. The number of devices being used in homes and corporate offices is quite big. If same amount of devices fails, then it causes high amount of wastage of time and cost required for maintenance of such faulty devices or to replace those devices. Therefore, there is a need arises to maintain the devices into proper working states. To know status of all devices, they need to be observed. It is possible to detect faults by comparing the behavior of the device against a reference. Here, we use sensor data analysis to identify faulty devices using clustering techniques for selecting the action against a fault or failure.