Operators, share experiences using real-time simulations to predict equipment failures.
On our North Sea platform, we wired the twin to auto-create a CMMS work order when a gas compressor’s bearing temp gradient plus a 10–12% efficiency dip pushes the model’s 72‑hour failure risk above 0.3 — made those “real-time simulations” trigger work. It only stuck after we reconciled sensor tags to asset IDs and recalibrated the vibration probes offshore. Are you forecasting 48 or 72 hours on rotating equipment?