Endüstriyel Otomasyonda SQL Neden Kullanılır?
PLC, SCADA, MES ve üretim verisi tarafında SQL kullanımını anlatan pratik mühendislik yazısı.
Read →OT / IT & MES
Manufacturing data, MES, integration patterns and the OT/IT boundary.
PLC, SCADA ve MES Nedir? Bir Fabrikada OT–IT Entegrasyonu Nasıl Kurulur?
PLC, SCADA ve MES arasındaki görev dağılımını ve fabrika seviyesinde OT–IT entegrasyonunu anlatan teknik rehber.
Read →MLOps for Manufacturing: Keeping Industrial ML Reliable After the Pilot
A machine-learning model that works during a pilot is not automatically a production system. Industrial MLOps is about versioning data and models, monitoring drift, controlling deployment and…
Read →AI and MES: The Next Layer of Manufacturing Intelligence
MES already provides production context that raw machine data often lacks. AI becomes more useful when it can combine that context with process signals instead of analysing…
Read →Edge AI vs Cloud AI for Manufacturing: How to Choose
The right location for industrial AI is determined by latency, data volume, availability, privacy and operational ownership. There is no universal winner between edge and cloud.
Read →How to Build an AI-Ready Manufacturing Data Pipeline
Industrial AI projects fail surprisingly often before modelling begins because the data pipeline does not represent the physical process correctly. This guide focuses on the signals, context,…
Read →RAG for Industrial Documentation: A Practical Architecture for Engineers
Retrieval-Augmented Generation can make industrial documentation searchable and usable without pretending a language model knows the plant. The engineering challenge is not the chatbot interface; it is…
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