The invention relates to the technical field of
electric energy metering, and discloses a
power consumption management method and
system of an
electric energy metering box. The method comprises the following steps: acquiring an original
electric signal containing a plurality of electric parameters, and generating a steady-state and transient-state data block through filtering
noise reduction, variable-point detection and
time domain segmentation
processing; based on the data block, obtaining a standardized
feature vector through
feature extraction, feature sorting and normalization
processing; carrying out load identification and
time alignment on the
feature vector by utilizing transfer learning and confidence judgment, and generating a load type identifier with a
timestamp; the load
access time is further analyzed and standardized, and structured intermediate data is generated through space-
time alignment and data fusion; and finally, a
power consumption management report is formed through
visualization processing. According to the invention, the precision and reliability of non-intrusive load monitoring can be effectively improved, fine-grained and automatic analysis and
visual feedback of
power consumption behaviors of users are realized, and the method has the beneficial effects of high
data processing efficiency, high identification accuracy and visual and convenient management.