The invention discloses a wire tape production equipment remote monitoring and fault
early warning system based on
the Internet of Things, and relates to the technical field of equipment fault early warning, and the
system comprises the steps: obtaining the operation state data of an
industrial equipment part, the operation state data comprises
vibration amplitude data and temperature change data,
processing the running state data by adopting a
time sequence analysis method so as to identify a performance degradation starting point and generate a performance degradation starting point identifier; acquiring sensor position information and determining a
signal monitoring area through the performance degradation starting point identifier, and generating a
coverage map identifier; according to the boundary of the
signal monitoring area, extracting temperature change data and
vibration amplitude data from the operation state data, and constructing a performance evolution law model by adopting clustering analysis and interpolation fitting; according to the invention, by constructing a spatial coverage modeling and performance evolution analysis
mechanism based on multi-source state data, performance degradation identification, coverage area
perception and fault risk early warning in the remote monitoring process of
industrial equipment are realized.