This invention relates to the field of
data processing technology and discloses a digital operation and
maintenance management method and
system for the
entire life cycle of ultra-
high voltage insulators. The method includes: acquiring the digital
genetic code of the insulator upon leaving the factory and anchoring it on the
blockchain; simultaneously collecting dynamic phenotypic characteristics and micro-meteorological parameters related to
grid connection; splicing and fusing the underlying heterogeneous data tensors, calculating edge weights based on
wind direction and distance attenuation rules, and constructing a dynamic spatiotemporal map base; using a time-series graph convolutional network to perform deep evolutionary
inference on the map, outputting a quantitative degradation risk
score; dynamically generating differentiated operation and maintenance strategies and underlying control instructions based on this, and mapping
virtual storage capacity demand parameters through trend extrapolation; identifying common defects, and issuing
process optimization instructions to the manufacturing source after strict tamper-proof
verification using
blockchain. This invention completely breaks down cross-domain data silos, realizing a closed-loop leap from passive emergency repairs to predictive operation and maintenance and pre-scheduled supply chain scheduling for insulators.