Intelligent early warning method and system for water pump

The invention provides an intelligent early warning method and system for a water pump. The intelligent early warning method for the water pump comprises the following steps that S1, measuring pointsare determined according to the structure functional property of the water pump, and historical data...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: MAO XIAOMING, HUANG HUAQI, ZHANG SHENG, SHEN JIANGFEI, LI LIN
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention provides an intelligent early warning method and system for a water pump. The intelligent early warning method for the water pump comprises the following steps that S1, measuring pointsare determined according to the structure functional property of the water pump, and historical data of all the measuring points are acquired; the measuring points are grouped according to the correlation among the measuring points so as to enable the historical data at the same moment of each group of measuring points to form a historical data group; and a filter used for screening abnormal real-time data is arranged; S2, a historical data group of each group of measuring points are clustered to obtain a monitoring model; and S3, real-time data of the measuring points are acquired, and abnormal real-time data are removed through the filter; and the real-time data processed by the filter are analyzed according to the monitoring model, and then early warning is carried out for the water pump according to the analys