I talk to predictive operations veteran Erik Udstuen, CEO @ TwinThread, about deploying and scaling predictive analytics fast using digital twin technology.
Shownotes -- [ Ссылка ]
Timecodes:
00:00 —Start
01:17 — Erik Udstuen background
02:47 — Digital twin explained (7 layers)⭐⭐
06:40 — AI and digital twin
08:33 — Making the pitch for digital twin and analytics
10:10 — Baselining for AI projects ⭐
13:00 — Scaling with digital twin classes
15:12 — Classes are IP of customers (contrary view) 🤔💡
16:45 — Modeling for gas turbines⭐
18:15 — First-principle vs. data-driven models 🔥
23:37 — Change management
27:45 — Speed to deployment in Industry 4.0
33:27 — Assisted onboarding
36:35 — Machine learning in 1990’s ⭐⭐
42:12 — Engineering versus data science 💡🆚
49:26 — How to speed up the digital transformation journey
52:36 — Hot topics driving digital transformation (sustainability, quality, etc.)
54:45 — The future for Industry 4.0: Autonomous operations ⭐⭐⭐
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