Is there a way to use Dataminer AI to automatically identify the device that first reported the fault and isolate it from subsequent alarms? In other words, display the "root cause device"?
I don't think that's possible, but maybe I'm wrong 😉
Probably not exactly what you are looking for but would the DMS Root Cause Analysis (RCA) feature of DataMiner be helpful to your use case?
It should be possible to use RCA to build a chain of how elements interact with each other and how they can affect each other and from that extract some information.
See the following 2 links for some extra info:
Working with the Connectivity Editor | DataMiner Docs
Using the RCA slider | DataMiner Docs
It could be that DataMiner AI could build on top of the existing RCA feature to bring some more value or to automate even more this procedure.