Autonomous optimization of intra-train communication network

A system for dynamically adjusting a configuration of an intra-train communication network, the system comprising:

• an electronic device;
• and
• a computer-readable storage medium comprising one or more programming instructions that, when executed, cause the electronic device to:
• receive one or more parameters values associated with a train consist,
• determine whether a potentially adverse condition that would affect intra-train communication for the train consist is anticipated based on at least a portion of the received parameters,
• in response to determining that the potentially adverse condition is anticipated, identify one or more updated network parameter settings that will assist in maintaining intra-train communication of the train consist during an occurrence of the potentially adverse condition by executing a machine learning model, and
• implement the identified one or more updated network parameter settings.

A system for dynamically adjusting a configuration of an intra-train communication network, the system comprising:

• an electronic device;
• and
• a computer-readable storage medium comprising one or more programming instructions that, when executed, cause the electronic device to:
• receive one or more parameters values associated with a train consist,
• determine whether the train consist is no longer experiencing a potentially adverse condition that affected intra-train communication for the train consist based on at least a portion of the received parameters, and
• in response to determining that the train consist is no longer experiencing the potentially adverse condition:
• identifying one or more network parameter settings that were updated while the train consist was experiencing the potentially adverse condition in order to maintain intra-train communication of the train consist during the potentially adverse condition, and
• restoring the one or more network parameter settings to values that were in existence prior to the train consist experiencing the potentially adverse condition.