Data Ingestion and Predictive Model Design

Design and implement a data ingestion pipeline for simulated real-time sensor data from autonomous mining trucks. Develop a machine learning model to predict critical component failures (e.g., engine, transmission, tires) based on this data. Outline the features you would extract and the model architecture you'd choose.