Planning a Historian Migration Without Losing the Archive
The data you are moving is the only record of how the plant behaved. There is no way to regenerate 1998.
Condition-Based Maintenance Fails for Three Reasons, and None of Them Are the Algorit
Most CBM programmes that quietly die were not defeated by the detection method. They were defeated by context, operating state, and the absence of a path to action.
What Your Historian Threw Away, and Why It Matters for Analytics
Exception and compression are the reason decades of history fit on modest hardware. They are also why naive resampling models the algorithm instead of the equipment.
Your Tag Names Are Institutional Knowledge. That Is the Problem.
PLANT2.U3.BRG.VIB.01 means something to one engineer and nothing to anyone else. Asset Framework is where that changes.
From Historian to Lakehouse: What Operators Are Actually Getting From OT Data in Data
Delta Sharing and Lakeflow have removed the integration barrier between industrial historians and the lakehouse. The engineering effort now sits where it belongs — carrying asset context across, so the data can answer