Catalyst Engine Monitor
We predict turbofan engine failures before they happen by streaming 21 live sensors through Kafka and using an LSTM to spot early signs of degradation in real time.
Core trick
Streams 21 turbofan sensor channels through Kafka and scores each window with an LSTM for degradation.