Endüstriyel IT ve OT ekipleri için teknik yazılar
74 yazı: OEE, Modbus, OPC UA ve MQTT, OT güvenliği, endüstriyel veri, edge bilişim ve IT/OT proje planlaması.
24 yazı · tools
Data Preprocessing for Industrial ML: Cleaning Sensor Noise Without Losing the Signal
Raw industrial sensor data is messy. Before any ML model can deliver value, it needs to survive proper preprocessing. Here is the pipeline that actually works in the field.
Beyond Firewalls: Building Cyber Resilience in Industrial Control Systems
Zero Trust is a starting point, not an end state. Real resilience in ICS environments requires detection, recovery, and graceful degradation — not just prevention.
Time-Series Data at the Industrial Edge: MQTT, InfluxDB, and the Architecture Behind It
Storing and querying industrial time-series data at the edge requires a different mindset than cloud-native architectures. Here is what works in practice.
The Six Hidden Losses That Kill OEE (And How to Fight Back)
Measuring OEE is only the start. A structured breakdown of the six losses behind the number and how to diagnose which one is holding your line back.
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