Patent ID: 11908186
Assignee: MCKINSEY & COMPANY, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A system for optimizing asset maintenance protocols by predicting vegetation-driven outages, the system comprising:
a user interface;
a memory storing a set of computer-readable instructions and a set of asset maintenance protocols corresponding to a set of assets; and
a processor interfacing with the memory, and configured to execute the set of computer-readable instructions to cause the processor to:
determine a failure probability for each asset in the set of assets within a designated area based on a vegetation coverage value and a vegetation density value determined from a 3D image of the designated area to predict a vegetation-driven outage,
define an asset risk for each asset in the set of assets based on the failure probability,
cluster vegetation within the designated area based on the asset risk for each asset in the set of assets, and
optimize the set of asset maintenance protocols based on the clustered vegetation.