Data Analysis System for Sewage Pump Test Bench
DOI:
https://doi.org/10.6919/ICJE.202504_11(4).0045Keywords:
Sewage Pump Test Bench; Fault Diagnosis; Trend Prediction; GA-BP Neural Network.Abstract
With the acceleration of urbanization, the stability and efficiency of sewage pumps are crucial for sewage treatment. This article designs and develops a data analysis software system that integrates state monitoring, fault diagnosis, and trend prediction functions. The system adopts wavelet threshold denoising to optimize data, uses GA-BP neural network model for fault prediction, and combines expert system to improve diagnostic accuracy. The front-end is based on Vue.js, and the back-end uses SpringBoot, combined with Echarts to achieve visual data analysis. This system effectively improves the operational efficiency of sewage pumps and provides intelligent management support for sewage treatment plants.
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[1] Su S ,Miao Z ,Zhao Y , et al.Research on digital twin-based dual-hull yacht sewage pump monitoring and retrieval system[J].Multimedia Tools and Applications,2024,(prepublish):1-23.
[2] Zhou P ,Zeng W ,Zhang W , et al.Multi-cavitation states identification of a sewage pump using CEEMDAN and BOA-SVM[J].Journal of Water Process Engineering,2024,61105299-.
[3] Zhou P ,Zeng W ,Zhang W , et al.Multi-cavitation states identification of a sewage pump using CEEMDAN and BOA-SVM[J].Journal of Water Process Engineering,2024,61105299-.
[4] Jingyu H ,Shuangshuang M ,Zhihao H , et al.An experimental study on influence of oily content on spray falling film flow and heat transfer properties over horizontal tubes in a sewage source heat pump[J].Journal of Thermal Analysis and Calorimetry,2022,148(3):1047-1060.
[5] Yang Y ,Ling Z ,Ling B , et al.Numerical Investigation of Tip Clearance Effects on the Performance and Flow Pattern Within a Sewage Pump[J].Journal of Fluids Engineering,2022,144(8):
[6] Qin ,Na,Tian , et al.Operational analysis of a newly untreated sewage source heat pump with a plate heat exchanger[J].Heat and Mass Transfer,2021,58(4):1-11.
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