超越预测通过大数据增强组件可靠性

BEYOND PREDICTION:ENHANCING COMPONENT RELIABILITY THROUGH BIG DATARob Stolk|June 13, 20232© 2024 AFI KLM E&M. All rights reserved.billion data points|June 13, 20233© 2024 AFI KLM E&M. All rights reserved.billion data pointsmillimeter drainhole|© 2024 AFI KLM E&M. All rights reserved.billion data pointsmillimeter drainholetimes the MTBUR|© 2024 AFI KLM E&M. All rights reserved.|© 2024 AFI KLM E&M. All rights reserved.|© 2024 AFI KLM E&M. All rights reserved.covering 35 aircraft systems on 8 aircraft typesAirbus A220 Boeing 737Airbus A320 Boeing 747Airbus A330 Boeing 777Airbus A350 Boeing 787vecteezy.com|June 13, 20238© 2024 AFI KLM E&M. All rights reserved.Increased ACM reliability using Big Data|Hypothesis that ACM turbine 2 is suffering from water ingestion|Analysis showing ACM speed drop when ECV opens|Fleet analysis showing this behavior on multiple a/c during history|Shared findings with OEM/OAM to jointly investigate root cause|Collaboration with OAM & OEM resulted in drain hole m