Patent ID: 11928640
Assignee: HAMMEL COMPANIES INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for transport management, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
receive transport data of a transport, wherein the transport data comprises a transport characteristic and a transport component status;
categorize the transport into one or more stage subgroups as a function of a bound parameter, wherein categorizing the transport further comprises:
training a bound parameter machine-learning model using training data, wherein the training data comprises the transport data as inputs correlated to bound parameters as outputs, wherein training the bound parameter machine-learning model comprises:
generating a numerical value reflective of the inputs and outputs of the bound parameter machine-learning model;
iteratively updating the training data by adjusting connections and weights between nodes in adjacent layers of the bound parameter machine-learning model as a function of the numerical value;
retraining the bound parameter machine-learning model as using the updated training data;

categorizing the transport data into the one or more stage subgroups using the trained bound parameter machine-learning model;

retrieve updated transport data as a function of a data query; and
update the one or more stage subgroups of the transport as a function of the bound parameter machine learning model and the updated transport data.