Predictive Maintenance
Industrial Predictive Maintenance System Construction is a comprehensive service that focuses on systematically designing and building predictive maintenance capabilities for aerospace manufacturing companies. It aims to help enterprises effectively manage high-value equipment and realise the transformation from passive maintenance to active health management.
The system takes data as the cornerstone, intelligent analysis as the core, and process organisation as the guarantee to build a health management ecology covering the whole life cycle of the equipment.Through the construction of the system, aviation manufacturing enterprises will significantly improve equipment reliability, reduce unplanned downtime, optimise the allocation of operation and maintenance resources, and build a solid and reliable equipment management foundation for intelligent manufacturing transformation.
system development
Business Scenario Analysis
Pinpoint high-value equipment and key O&M pain pointsLaying the groundwork for predictive maintenance
Data acquisition and processing
Based on the existing data collection conditions, build a complete data cleaning and processing solution to ensure the accuracy and completeness of equipment data.
Predictive Algorithm Development
Development of customised predictive models to effectively identify early failure characteristics and predict remaining equipment lifetime
Monitoring platform construction
Build an integrated monitoring platform to realise real-time visualisation and intelligent early warning of equipment health status.
System building support
Provide end-to-end on-the-ground support covering system integration, process optimisation and staff training to ensure that the predictive maintenance system integrates seamlessly with the existing business and continues to create value.