Data Analysis System for Sewage Pump Test Bench
International Core Journal of Engineering, (2025), Vol.11, No.4, pp.381-388
Published: March 19, 2025
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.
Keywords:
Sewage Pump Test Bench; Fault Diagnosis; Trend Prediction; GA-BP Neural Network.
APA Citation:
Boya Zhang, Haifeng Zhao (2025). Data Analysis System for Sewage Pump Test Bench. International Core Journal of Engineering, 11(4), 381-388. https://doi.org/10.6919/ICJE.202504_11(4).0045
References
- 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.
- 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-.
- 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-.
- 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.
- 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):
- 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.