Predictive Power

Key Points

• The aim is to evaluate the effectiveness of an AI-driven predictive maintenance model for enhancing pump reliability.
• Developed an AI-driven predictive maintenance model
• Utilized low-cost sensors for data collection
• Applied machine learning algorithms to predict maintenance needs
• Demonstrated improved reliability of pumps
• Potential cost savings for water utilities and industrial sectors
• Showed transformative effects on research facilities' infrastructure

Abstract