Author(s): charlie taggart
Originally published on Towards AI.
How I Detected a Service Outage 30+ Minutes Ahead Using MBTA Train Telemetry and Machine Learning
I consider myself a patient person. But nothing tests patience more than standing on a T platform for 20+ minutes before the loudspeaker blares: “We are expecting a delay…”
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 experiences with delays and the inefficiency of the current alert system. By analyzing massive datasets of train performance metrics, the author explores innovative ways to provide early warnings to passengers and improve the overall transit experience.
Read the entire blog for free on Medium.
Published via Towards AI
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Comment: The content represents the views of the contributing authors and not those of AI.
