TL;DR · Korea-Japan automotive OEE 2027 in 60 words Korea-Japan automotive: Hyundai Motor Group (~7M vehicles/year), Toyota Motor Corporation (~10M), Honda, Nissan, Mazda, Subaru, Suzuki. Toyota Production System (TPS) lineage dominates Japanese OEM OEE methodology....
TL;DR · ASEAN manufacturing OEE 2027 in 60 words ASEAN (Thailand, Indonesia, Philippines, Vietnam, Malaysia, Singapore) is the world’s 4th manufacturing region after China, US, EU. Thailand (automotive Detroit of Asia, EV transition), Indonesia (nickel + EV...
Predictive maintenance and unplanned downtime: conditions for success Predictive maintenance has been presented for several years as a breakthrough technological solution for reducing unplanned downtime. Vibration, thermal, acoustic sensors, AI-based analytics: the...
MTBF and MTTR: measuring unplanned downtime To effectively reduce unplanned downtime, you first need to measure it correctly. Beyond the cumulative stop volume that appears in OEE, two finer indicators illuminate the exact nature of the problem: MTBF (Mean Time...
