Root cause analysis methods: 5-Why, Fishbone, Fault Tree Analysis and FMEA frameworks.
95 articles
Servo motor thermal failures in cyclic automation applications often stem from compounding errors: undersized motors, misclassified duty cycles, and degraded cooling circuits. This root cause…
The application of Natural Language Processing (NLP) makes it possible to structure textual data resulting from maintenance interventions. This technical approach standardizes the classification of…
The EN 60204-1:2018 standard defines the electrical safety requirements for machine tools, critical to preventing accidents and machine downtime. This article analyzes the obligations for…
Root cause analysis of premature failures in VFD-driven motor bearings, focusing on shaft stress, EDM damage, and practical mitigation strategies. Includes field checklist, vibration data…
A detailed technical analysis of the material properties, performance metrics and integration requirements of steel, hybrid and all-ceramic bearings for industrial applications. Learn how to…
Automating the classification of technical requests with NLP significantly reduces processing time and improves MRO efficiency. Learn how to implement AI in your production.
Systematic analysis of winding failure in an Allen Bradley 700SCF440EJBC motor, investigating insulation degradation caused by voltage unbalance and mechanical overload. Forensic methodology identifies root…
Systematic analysis of premature failures in spherical roller bearings of Italian machine tools. Evidence-based diagnostic methodology to identify root causes and implement effective prevention strategies.…
This article highlights the application of artificial intelligence in maintenance, particularly anomaly detection using machine learning for early diagnosis of bearing damage. He analyzes the…
ABNT NBR ISO 13849-1 is crucial for designing and validating safety systems in industrial machines, ensuring compliance with NR-12 in Brazil. The Performance Level (PL)…
