I connected AI directly to Ignition SCADA by Inductive Automation. No expensive enterprise AI platform. No black-box vendor solution. Just Python, OPC UA, Kafka, and a practical architecture that ...

# 🔧 Building an Anomaly Detection Model in Python for Pump Vibration Faults In reliability engineering, we've always known that vibration is the heartbeat of rotating equipment. A centrifugal pump ...

This SDK provides consistent interfaces for interacting with foundational services such as object storage, destination management, audit logging, data anonymization, telemetry, and secure credential ...