Technical Description
The invention is a analysis that integrates a physical machine tool factory with cyberspace to perform automated reliability and maintainability analysis. By connecting distributed sensor networks and physical operator feedback devices to a centralized server accessing design, manufacturing, and assembly databases, it automatically identifies critical subassemblies, benchmarks units, and generates automated reliability improvement plans.
Problems Addressed
- Unavailability of Granular Field Failure Data
- Disconnecting Operators from Real-time Failure
- Highly Complex Manual Tracing of Subassembly Failures
- Lack of Structured, Automated Reliability Logging
Tech Features
- Cyber-Physical Database Integration
- Three-Category Machine Failure Analysis
- Operator-in-the-Loop Feedback Hardware
- Multi-Protocol IoT Sensor Network
- Statistical Reliability Analysis Engine
- Automated Corrective Action Generation
Target Audience
- Manufacturing Plant Shopfloor Operators
- Original Equipment Manufacturers (OEMs)
- Quality Control and Maintenance Management Sectors
Tech ID: P38-2128 TRL 4 Patent Status: Published Available For Exclusive and Non-exclusive License
