Author's): Charlie Taggart
Originally published in Towards Artificial Intelligence.
How I used MBTA train telemetry and machine learning to notify service outages more than 30 minutes in advance
I consider myself a patient person. But nothing tests that patience like standing on the T platform for over 20 minutes before the loudspeaker finally crackles, “We're expecting delays…”
The article discusses the use of MBTA train telemetry and machine learning to predict subway delays before they are officially announced, highlighting the author's personal experience with delays and the inefficiency of current warning systems. By analyzing extensive data sets on train performance metrics, the author explores innovative ways to provide commuters with advance warnings and improve the overall transit experience.
Read the entire blog for free on Medium.
Published via Towards AI
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Note: The content contains the views of the authors and not Towards AI.
