Technical Description
The technology introduces a system and method for machine tool lifecycles monitoring, reliability, analysis and performance using operational data, sensor inputs, structured failure reports, and integrated manufacturing databases. It applies non-parametric reliability models to identify failure trends, critical subassemblies, and corrective actions for machine tools.
Problems Addressed
- Limited Structured Field-failure Recording
- Poor Integration Of Maintenance And Factory Data
- Lack Of Shopfloor Reliability Engineering Practice
- Operators Or Service Personnel Not Fully In Failure Data Loop
- Identifying Critical Subassemblies
Tech Features
- Information, Feedback And Networks Units
- Vibration Sensor
- Centralized Collection Server
- Push-button
- Laplace or Centroid Failure-trend Test
Target Audience
- Machine Tool Manufacturing Industry
- Industrial Equipment Manufactures
- Manufacturing Plant Operators
- Maintenance and Reliability Engineering Teams
- Original Equipment Manufacturers (OEMs)
Tech ID: P33-2022 TRL 5 Patent Status: Published Available For Exclusive and Non-exclusive License
