Reliability Engineering and AI
Abstract
Carl and Fred discussing the integration of artificial intelligence with the tools and procedures of reliability engineering.
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SOR 868 Reliability Engineering and AI
262 – Why AI Fails with Matt Kirchner
Why AI Fails with Matt Kirchner
Matt is the Chief Product Officer at Atonix Digital and is involved with AI, works on software packages, analytics etc. More about Matt:
He has a background in mechanical engineering and started off in a large firm where they offered remote monitoring services to power generating customers. They oversaw reliability and operational performance. Over time, the company started investing in software tools to facilitate better and more efficient monitoring. The firm then split and now a portion of it only focuses on operational intelligence tools.
In this episode we covered:
- What is operational intelligence and how is it different from reliability or preventive maintenance programs?
- Why do many organizations miss operational intelligence in reliability?
- How do companies benefit from operational intelligence?
242 – Am I ready for AI with Geraldo Signorini
Am I ready for AI with Geraldo Signorini
We’re pleased to have Geraldo, the principal consultant at Eruditio. He spends a lot of time doing reliability activities like instructing and consulting, among others. He started his engineering career in 2008 and spent more than ten years in oil and gas in roles related to reliability and maintenance engineering. He’s also talked at presentations and contributed to articles on Machine Learning and Artificial intelligence, which is the topic we’ll dive into.
In this episode, we will be discussing:
- What is AI or ML
- More prerequisites to prepare for AI or ML
- What are the roles you need in place for AI or ML
- Are any more fundamentals necessary
…and so much more!
206-Reliability Basics and AI with Fred Schenkelberg
Reliability Basics and AI with Fred Schenkelberg
Artificial Intelligence has become a hot topic today with organisations attempting to find ways of applying it. The fact is, however, that a good number haven’t found a compelling case for the adaption. Fred of Accendo Reliability joins us on this episode to break down what AI means for the reliability industry.
Key highlights from this interaction are:
- How reliability is influenced by AI
- Why people are jumping on the ‘trend’ without looking at the relevance
- Considerations to make before adopting AI for reliability