Data-driven Pump Performance Analysis Using Online Monitoring Data Accumulated with Supervisory Control and Data Acquisition System

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Published Sep 4, 2023
Ryo Namba Hiroyuki Hokari Hideaki Komine

Abstract

Pump degradation has significant impacts on the operation of water treatment plants since pumps are widely used as basic facilities to supply and distribute water. The authors develop a method for quantifying pump performance to monitor pump degradation by using online monitoring data accumulated with a supervisory control and data acquisition (SCADA) system. The developed method estimates the performance of each pump from the measured values at the confluence of pipes with the least-squares method and respective on-off signals. From the viewpoint of practicality, the usefulness of the developed method was evaluated.

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Keywords

Pump, Maintenance and management, Diagnosis, Performance monitoring, Least-squares method

References
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Section
Special Session Papers