System and method for controlling operations of a train using energy management machine learning models

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United States of America Patent

PATENT NO 11858543
SERIAL NO

17128573

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Abstract

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A train control system uses artificial intelligence for maintaining synchronization between centralized and distributed train control models. A machine learning engine receives training data from a data acquisition hub, a first set of output control commands from a centralized virtual system modeling engine, and a second set of output control commands from a distributed virtual system modeling engine. The machine learning engine compares the first set of output control commands and the second set of output control commands, and trains a learning system using the training data to enable the machine learning engine to safely mitigate any difference between the first and second sets of output control commands using a learning function including at least one learning parameter.

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Patent Owner(s)

Patent OwnerAddress
PROGRESS RAIL SERVICES CORPORATION1600 PROGRESS DRIVE PO BOX 1037 ALBERTVILLE AL 35950

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Akif, Sammy Northlake, US 6 2
Brand, John William Flower Mound, US 22 270
Sevel, Evan Paul Huntsville, US 4 1
Silcox,, Jr Frederick Gary Grapevine, US 1 0

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