Research on Intelligent Operation and Maintenance of Subway Fan and Water Pump Based on Logistic Regression Classification Algorithm
In view of the characteristics of the logistic regression analysis algorithm,this paper proposes an algorithm and mathematical model for the intelligent operation and maintenance technology of high-power subway fans and water pumps based on vibration signal analysis. By analyzing vibration signals,the common typical faults of fans and water pumps are classified and summarized,and an intelligent fault diagnosis model is established. The diagnostic results show that the algorithm has high accuracy,reduces the interference of human subjective judgment,improves diagnostic accuracy,realizes automatic identification and prediction of fan and water pump status,and improves the intelligent operation and maintenance level of the equipment.
logistic regressionintelligent operation and maintenancefault diagnosis
万方数据
维普
