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Pump Failure Prediction System

泵浦

 

The pump, submerged in a liquid environment with a prolonged risk of corrosion, is susceptible to conditions leading to impeller blockage and wear. Due to the challenging nature of inspections in water, it is often discovered that the pump has incurred damage only during urgent drainage or water intake situations, resulting in the emergence of disasters. MiTAC Pump Failure Prediction System collects sensor data such as flow meters and temperature gauges onto a smart dashboard. Through AI algorithm analysis on MiSeeR, it promptly anticipates the pump's health index. Utilizing AI algorithms, it predicts when the pump is likely to malfunction, enabling proactive maintenance to enhance the pump's operational lifespan.

 

 

Features

特色一

 

Facilitates the transformation of both newly installed and existing pump equipment into Industry 4.0 networked devices, seamlessly connecting with intelligent mobile devices.

特色二

 

Immediately issues warning notifications when operating values exceed the upper limit or abrupt changes surpass the specified variation threshold.

特色三

 

Provides real-time remote reporting on vital components within the pump equipment, encompassing operational conditions such as temperature, current, voltage, vibration, switches, and more.

特色四

 

Enables interaction between the pump and remote smart terminal devices for remote diagnostics and troubleshooting recommendations.

 

 

Applications

 

Manufacturing industry, smart buildings, intelligent architecture, wastewater treatment plants, flood control pumping stations, water treatment plants, desalination plants.

 

 

System Components

 

  • Intelligent PanelIn addition to circuits and switches, the intelligent panel includes the necessary equipment for edge computing. It collects key factors detected by the pump, establishes data collection and analysis mechanisms based on this critical data, and provides real-time feedback on the pump's health status along with maintenance recommendations.

  • Smart Pump Cloud Service Platform:The service system offers maintenance forecasts for the pump and real-time status detection before, during, and after operation. This immediate data is made available for proactive communication with users, enhancing the quality of post-sales service for the owner. Additionally, in the event of abnormal pump operation, users can utilize the system's maintenance knowledge base (FAQ) to access detection and troubleshooting methods, thereby reducing the probability of faults occurring.

 


 

DM Download

 

pdfPump Motor Failure Prediction System DM