Knowledge Graph
Explore practical guides to industrial knowledge graphs, including how they represent relationships between assets, processes, and operational data, and how they provide context for industrial AI applications.
How to Choose an Industrial Data Platform for AI: PLC, Historian, and IoT Data
An industrial data platform for AI should help a team assemble reliable, interpretable evidence for a defined operational decision. It is not simply a database,
TDengine Team
October 27, 2026 | Knowledge Graph
What Is an Industrial Knowledge Graph? How Does It Support Industrial AI?
An Industrial Knowledge Graph organizes industrial context as connected entities and relationships. It can represent assets, processes, measurements, events, engineering documents, and operational knowledge. A
TDengine Team
October 27, 2026 | Knowledge Graph
How to Prepare Historian Data for Industrial AI Models
Historian data can support an Industrial AI model, but an export of tags and timestamps is rarely a training-ready dataset. Before data moves into an
TDengine Team
October 26, 2026 | Knowledge Graph
What Is Industrial AI? Definition, Examples, and How It Works
Industrial AI is the use of artificial intelligence to support decisions and work in physical operations, such as manufacturing plants, energy facilities, warehouses, and infrastructure.
TDengine Team
October 26, 2026 | Knowledge Graph
