SELF REPAIR TRANSFORMER MODEL -HEALER
Abstract
This paper introduces a Self-Repair Transformer model using the attention mechanism for automobiles and industrial machines. By taking normal and current/abnormal statuses as inputs, it performs multi-dimensional calculations to understand issues. The architecture features a 'Healer' module designed to autonomously resolve the problem internally, or alternatively, provide users with simple repair instructions and critical alerts in the event of a malfunction.
Fields of Study & Subjects
Machine Fault Diagnosis Techniques
Fault Detection and Control Systems
Technical Engine Diagnostics and Monitoring
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 March 2026
- Language
- EN
- Document type
- Preprint