ML/AI has not changed too much, other than platforms. The one that comes to mind for what you are looking for would be Falkonry. There are a few others - most are involved in anomaly detection.
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Howard W Penrose, Ph.D., CMRP, CEM, CMVP
Past SMRP Chair (2018), 2019-2022 Govt Relations Smart Grid, Infrastructure and Cybersecurity Working Group Chair,
Chair Technical Standards wind, solar, energy storage, American Clean Power (formerly AWEA), and
President
MotorDoc LLC
Lombard, Illinois
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Original Message:
Sent: 05-11-2024 08:43 AM
From: Jerry Motter
Subject: AI Solutions
Good morning everyone,
Does anyone have any experience using AI software to aid in machine predictive maintenance and troubleshooting? Years ago we had software that learned the sequence of our machine processes, and if it stopped for any reason it would tell us either what did or didn't happen right before it stopped...whether that be a limit didn't make, pressure switch not made, etc.. We are moving towards more automation in our process and I think this would greatly aid us in optimizing our machine uptime. It could even learn the processes enough to eventually predict when failures are likely to occur. I'm curious if there are any suggestions out there on software to accomplish this task. Any help would be appreciated.