2016-04-05-奥纬咨询-MRO_Survey_2016_16页_671kb

Oliver Wyman MRO Survey 2016: Big Data in Aviation Maintenance

This report analyzes innovation and adoption trends in Aviation Maintenance, Repair, and Overhaul (MRO) with a focus on big data technologies. Key findings include:

1. Big Data Growth: The global aircraft fleet may generate up to 98 million terabytes of data by 2026, presenting unprecedented opportunities for maintenance optimization.
2. Technology Adoption: Aircraft Health Monitoring (AHM) and Predictive Maintenance (PM) systems are in widespread use, with AHM adoption (56%) surpassing PM (44%). Engine maintenance remains the primary focus, with OEMs leading in deployment.
3. Adoption Challenges: Despite progress, implementation of big data solutions faces several hurdles, including legacy IT systems, unresolved data ownership and standardization issues, and unproven business cases.
4. Key Trends:
   • Operators are adopting a pragmatic approach, focusing initial efforts on manageable datasets for smaller pilots.
   • Data privacy and full data access remain critical concerns for airlines.
   • The market for big data solutions is fragmented, involving OEMs, MROs, third parties, and end-users themselves.
5. Future Outlook: Long-term success requires integrating data science, advanced analytics, and operational expertise. Value will be captured through reliable diagnostics, predictive capabilities, and commercialization pathways. The industry must define standards and establish clearer business cases for wide-scale big data implementation in MRO.

Summary
The survey highlights aviation’s transition toward proactive, data-driven maintenance, though obstacles like legacy systems and standards gaps challenge faster adoption. Data availability could revolutionize MRO processes and the aftermarket. However, realizing this potential will require industry-wide collaboration and sustained investment.