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Automation: Predictive Maintenance
AI foresees future breakdowns, preventing downtime and optimizing equipment lifespan.
Goal
- To predict the status of the water pump at any given time.
- To forecast the status of the machine beforehand.
Technique
- Statistical Analysis, SMOTE, Predictive Maintenance Analysis, Time Series Forecasting, Long short-term memory networks (LSTM), Visualization.
Impact
- Breakdown of water pumps are very expensive and could be fatal ​.
- Pumps can be stooped in advance to avoid breakdown. ​
