MLchartDataset catalogue

Predictive maintenance

Term · Semiconductors · MLC-T-SEM-000261

A strategy that monitors the condition of equipment to forecast when maintenance will be required, preventing unexpected failures. This approach uses sensor data, historical performance, and analytical models to identify patterns indicative of impending issues. Implementing predictive maintenance can extend equipment lifespan and reduce unscheduled downtime in semiconductor fabrication.

Table 1. Record
IdentifierMLC-T-SEM-000261
FieldSemiconductors
SubjectSmart Manufacturing & AI
Record as JSON 
{
  "id": "MLC-T-SEM-000261",
  "term": "Predictive maintenance",
  "field": "Semiconductors",
  "definition": "A strategy that monitors the condition of equipment to forecast when maintenance will be required, preventing unexpected failures. This approach uses sensor data, historical performance, and analytical models to identify patterns indicative of impending issues. Implementing predictive maintenance can extend equipment lifespan and reduce unscheduled downtime in semiconductor fabrication.",
  "subject": "Smart Manufacturing & AI",
  "url": "https://mlchart.com/terminology/semiconductors/predictive-maintenance/"
}

Record 270 of 390 in Semiconductors terminology (MLC-0108). Request the full dataset.