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

Claim 16:
17. A non-transitory computer-readable storage medium having stored thereon a set of instructions, executable by at least one processor, for optimizing asset maintenance protocols by predicting vegetation-driven outages, the instructions comprising:
instructions for determining a failure probability for each asset in a 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;
instructions for defining an asset risk for each asset in the set of assets based on the failure probability;
instructions for clustering vegetation within the designated area based on the asset risk for each asset of the set of assets; and
instructions for optimizing a set of asset maintenance protocols corresponding to the set of assets based on the clustered vegetation.