| CPC G01C 21/3697 (2013.01) [G06N 20/00 (2019.01); G06Q 10/08 (2013.01)] | 14 Claims |
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8. A method for aggregating transport data, the method comprising:
receiving, by a processor at least a transport characteristic of a transport vehicle, wherein the at least a transport characteristic is categorized into at least a transport characteristic category using a transport characteristic classifier, wherein the transport vehicle is configured to arrive at an intermediary location along a route;
receiving, by the processor, transport data of a transport wherein the transport data comprises a transport component status identifying a condition of a transport component;
aggregating, by the processor, the transport data, wherein the aggregated transport data comprises at least a route of a similar transport vehicle at the intermediary location;
generating, by the processor, routing data as a function of the aggregated transport data utilizing a routing machine learning model, wherein the routing machine learning model comprises a supervised machine learning process, which further comprises:
receiving a routing training data set, wherein the routing training data set comprises outputs correlated with inputs, wherein the inputs comprise a plurality of aggregated transport inputs and the outputs comprise a plurality of corresponding routing outputs;
training, iteratively, the routing machine learning model using the routing training data set, wherein training the routing machine learning model includes retraining the routing machine learning model with feedback from previous iterations of the routing machine learning model; and
generating the routing data as a function of the trained routing machine learning model, wherein the aggregated transport data is provided to the trained routing machine learning model as an input to output the routing data;
displaying, by the processor, the routing data to a user through a graphical user interface (GUI); and
retrieving, by the processor, updated transport data of the transport by communicating with a database comprising a distributed hash table.
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