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

Claim 0:
1. A method for optimizing asset maintenance protocols by predicting vegetation-driven outages, the method comprising:
determining, by one or more processors, 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;
defining, by the one or more processors, an asset risk for each asset in the set of assets based on the failure probability;
clustering, by the one or more processors, vegetation within the designated area based on the asset risk for each asset in the set of assets; and
optimizing, by the one or more processors, a set of asset maintenance protocols corresponding to the set of assets based on the clustered vegetation.