Hands-On Deep Learning for IoT

Collecting IoT data in an industrial setting

According to RT Insights, a single jet engine could cost $16 million, and on a transatlantic flight it can consume 36,000 gallons of fuel. Today's airline fuel prices come to around $54,000 per trip, or more than $5,000 an hour. The majority of jet engines are gas turbine engines in which the thermal energy is converted into kinetic energy by expanding through nozzles, then into rotational mechanical energy in a spinning rotor. Such engines produce huge amounts of IoT data. Let's try to perceive how predictive maintenance with ML could help us to reduce the maintenance costs.

The first step is to collect the sensor data representing healthy and faulty operations under different operating conditions, ...