Patent ID: 11887045
Assignee: MAERSK A/S
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A computer-readable non-transitory storage medium, storing instructions
that, when executed by a processor, cause the processor to:
obtain transaction data, the transaction data indicative of past resource use at a a plurality of locations, which includes a given location;
train at least one machine learning model based on a set of parameters by:
determining a distribution of resources associated with the transaction data;
generating a machine learning kernel based on the of set parameters, the machine learning kernel being arranged to output an estimated distribution of resources over the plurality of locations; and
refining and validating the machine learning kernel based on a comparison between the distribution and the estimated distribution of the resources;

generate a density map of the resources for the plurality of locations based on the at least one trained machine learning model; and
send the density map to a control system to determine future resource requirements at a given location.