BetaCitation Atlas

RESEARCH PAPER · Engineering Applications of Artificial Intelligence · 2022

Application of GA-BPNN on estimating the flow rate of a centrifugal pump

Yuezhong Wu, Denghao Wu, Minghao Fei, Henrik Sørensen, Yun Ren, Jiegang Mou

Read original paper ↗

See where this research leads.

78 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-12 · complete coverage
Filter Citing Papers
Press Enter or comma to add · × to remove · searches titles and available abstracts
Journals
All journals
Most represented first · select one or more
Explore Terms In These PapersHide SuggestionsShow Suggestions

Original and current center papers stay visible as anchors.
Numbers show citations received
42 direct citing works

Application of GA-BPNN on estimating the flow rate of a centrifugal pumpOriginalStructural optimization of multistage centrifugal pump via computational fluid dynamics and machine learning method29Monitoring Pumping Units by Convolutional Neural Networks for Operating Point Estimations7Optimization of adsorption performance of cerium-loaded intercalated bentonite by CCD-RSM and GA-BPNN and its application in simultaneous removal of phosphorus and ammonia nitrogen28Deep time–frequency learning for interpretable weak signal enhancement of rotating machineries23Assessing project portfolio risk via an enhanced GA-BPNN combined with PCA58A novel interval decomposition correlation particle swarm optimization-extreme learning machine model for short-term and long-term water quality prediction56Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping47Temperature control characteristics of intelligent cooling system for high-speed marine diesel engine0Systematic investigation of centrifugal slurry pump under different operating condition by DDPM method30Ecological environment value assessment and ecological civilization in the Changjiang River basin2Early Warning of Red Tide of Phaeocystis globosa Based on Phycocyanin Concentration Retrieval in Qinzhou Bay, China2A data-driven model to determine the infiltration characteristics of air curtains at building entrances10A Wide Range Measurement of Methane Using Single Saturated Absorption Spectral Line Concentration Measurement Method2Research on the Measurement of Safety-Civilization Cost Rate Standard of Subway Projects Based on Genetic Algorithm and Back Propagation Neural Network (GA-BPNN)0Optimization Frame Body Durability Testing with Backpropagation Neural Network and Genetic Algorithm0A Modular Soft Sensor for Centrifugal Pumps1Power Generation Efficiency and Resources Saving of the Hydropower Industry Using the Extended Data Based Convolutional Neural Network0A Soft Sensor Model for Predicting the Flow of a Hydraulic Pump Based on Graph Convolutional Network–Long Short-Term Memory9Improving the hydraulic performance of a high-speed submersible axial flow pump based on CFD technology41A two-step data-driven method for predicting the wear of train wheel treads using GA-BPNN and LSTM algorithms17A Novel Hybrid Model Combining BPNN Neural Network and Ensemble Empirical Mode Decomposition11BPNN‐based flow classification and admission control for software defined IIoT0A sensorless centrifugal pump operation states estimation method based on HSSA-BPNN6Flow prediction of irrigation well pump based on experimental and big data analytics1Energy consumption prediction of cement calcination process based on dual-channel temporal convolution neural1CFD-DEM investigation of centrifugal slurry pump with polydisperse particle feeds54Blade redesign based on inverse design method for energy performance improvement and hydro-induced vibration suppression of a multi-stage centrifugal pump31A flow rate estimation method for gas–liquid two-phase flow based on filter-enhanced convolutional neural network15Optimization of model parameters and hyperparameters in deep learning models for spatial interaction prediction9Research and development project portfolio benefit prediction: an improved backpropagation neural network-based approach0A flow rate soft sensor for pumps with complex characteristics0A Multiscale Causal–Neural Framework for Robust Correction of Raman Signals in Confined Gas Detection0A Wide-Range PDH Frequency-Locking Method for Cavity-Enhanced Raman Detection Based on Fitting Error Signal1Machine-learning prediction of DCAA and TCAA concentrations in drinking water0Inversion of Water Quality Parameters from UAV Hyperspectral Data Based on Intelligent Algorithm Optimized Backpropagation Neural Networks of a Small Rural River22An efficient BPNN-NSGA-II-based calibration framework for finite-discrete element method in rock modeling10Multi-dimensional failure risk load prediction of electric motor based on physical model and data-driven approach2Energy management strategy for electrically-powered hydraulic vehicle based on driving mode recognition12Technological progress accelerates CO2 emissions peaking in a megacity: Evidence from Shanghai, China13Power generation efficiency and resources saving of the hydropower industry using the extended data based convolutional neural network11Energy performance prediction of centrifugal pumps based on adaptive support vector regression32A probabilistic gap based condition prediction approach for desulfurization slurry circulating pump0Multi-objective optimization of centrifugal pumps based on extreme learning machine with Adaptive Non-dominated Sorting Genetic Algorithms III9Applications of artificial intelligence and computational intelligence in hydraulic optimization of centrifugal pumps: a comprehensive review19Safety-aware isoline tracking control for unmanned surface vehicle4Forecasting financial time series using a hybrid model with ICEEMDAN and multidimensional KNN-BP2A mechanism-embedded neural network model for predicting performance parameters of centrifugal pump8A novel XRF and machine learning-based method for predicting weathered rock strength8A Systematic Review on Intelligent Prediction of Inorganic Building Materials Performance3Dynamic Regulation of High-Temperature Austenite Grain Growth in AerMet100 Ultra-High-Strength Steel based on Multiple Models0Development of a Pump Characteristic Curve Prediction Model Using Transfer Learning4Energy efficiency optimization analysis and experimental validation of parallel pumping system based on gravitational search algorithm3Research on the H point-anchorage angle of high-angle seat based on BPNN-GA0Prediction of the NOx emissions from experimental heavy-duty engine using optimized Sparrow search algorithm combined with back propagation neural network7Neural architecture search-based BP neural network for underwater glider motion parameter generation3The bending vibration characteristics of the hull grillage structure based on back propagation neural network2Bootstrap-integrated machine learning techniques for the calibration of near-infrared (NIR) spectra3Intelligent reverse analysis method for elastic-plastic properties of CuPb22Sn2 bearing shell coating via indentation experiment0Machine learning-FDEM-driven rapid identification and modeling of tunnel surrounding rock strength6Mohr-Coulomb strength and FDEM parameter determination of weathered granite via optimized neural network and deep learning8Additive manufacturing method of lattice structure based on material manufacturing performance driven: Using machine learning to optimize manufacturing process2Stability and numerical solutions of higher-order nonlinear time-dependent delay differential equations using Haar wavelet collocation method1Aerodynamic characteristic analysis and prediction for projectiles using particle swarm optimization—back propagation neural network2Application of adaptive GA-BPNN based on weibull distribution for autonomous greenhouse ventilation1A Hybrid Diagnosis Model With Experimental Verification for Composite Faults in Deep-Sea Mud Lifting Pumps0Fusing Driving Behavior Features for Detecting Early Voltage Consistency Anomaly of Battery Pack in Electric Vehicles0Prediction Method of Tunnel-Blasting Ground Vibration in Sand–Mudstone Interbedded Area Using IPSO-BPNN Algorithm1A Filter Method for Vehicle-Based Moving LiDAR Point Cloud Data for Removing IRI-Insensitive Components of Longitudinal Profile2Surging early warning in gas-liquid two-phase centrifugal pump based on autoencoder with contrastive learning2A novel multi-stage joint inversion approach for mechanical parameter determination of complex load-bearing structures0Fractional-order derivative coupled machine learning models for quantitative prediction of soil Ni content0Study on a soft-sensor-based control method for centrifugal pumps0Enhancement of convective heat transfer in Taylor-Couette flow with elliptical slits using machine learning and particle swarm optimization5A diagnostic method for incipient cavitation based on CEEMD and optimized BPNN2Multi-dimensional coupling framework for soil salinity assessment: Revealing spatiotemporal interactions among soil, environment, and cotton growth1Physics-guided joint flow–head identification of centrifugal pumps using stator current signals0Cascaded spectral denoising and concentration inversion method with back propagation neural network for high-accuracy QEPAS CH4 measurement0Three-dimensional pore structure reconstruction and permeability prediction of medical dialysis paper based on GA-BPNN and simulated annealing algorithm0

Arrows point to the paper being cited. Selecting a paper shows its incoming citations and its known path back to the original paper.

Drag to pan · Use + / − to zoom · Escape to close43 nodes / 53 citation links
Browse Matching Papers

Papers that cite this work

78 direct citing papers saved. Showing the first 50 here; use Browse Matching Papers in the map for all loaded papers.

  1. Structural optimization of multistage centrifugal pump via computational fluid dynamics and machine learning method

    Journal of Computational Design and Engineering · 2023-04-29

    Jiantao Zhao, Ji Pei, Jianping Yuan, Wenjie Wang

    Read original paper ↗ ·

  2. Monitoring Pumping Units by Convolutional Neural Networks for Operating Point Estimations

    Energies · 2023-05-29

    Hanbing Ma, Lukas Gaisser, Stefan Riedelbauch

    Read original paper ↗ ·

  3. Optimization of adsorption performance of cerium-loaded intercalated bentonite by CCD-RSM and GA-BPNN and its application in simultaneous removal of phosphorus and ammonia nitrogen

    Chemosphere · 2023-06-15

    Mingrong Lu, Shuju Fang, Guizhen Li, Wei Wang, Xuewen Tan, Wanqin Wu

    Read original paper ↗ ·

  4. Deep time–frequency learning for interpretable weak signal enhancement of rotating machineries

    Engineering Applications of Artificial Intelligence · 2023-06-19

    Jiakai Ding, Yi Wang, Yi Qin, Baoping Tang

    Read original paper ↗ ·

  5. Assessing project portfolio risk via an enhanced GA-BPNN combined with PCA

    Engineering Applications of Artificial Intelligence · 2023-07-20

    Libiao Bai, Chaopeng Song, Xinyu Zhou, Yuanyuan Tian, Lan Xin Wei

    Read original paper ↗ ·

  6. A novel interval decomposition correlation particle swarm optimization-extreme learning machine model for short-term and long-term water quality prediction

    Journal of Hydrology · 2023-08-11

    Songhua Huan

    Read original paper ↗ ·

  7. Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping

    Engineering Applications of Artificial Intelligence · 2023-08-22

    Yan Li, Maohan Liang, Huanhuan Li, Zaili L. Yang, Liang Du, Zhong Shuo Chen

    Read original paper ↗ ·

  8. Temperature control characteristics of intelligent cooling system for high-speed marine diesel engine

    Ships and Offshore Structures · 2023-09-04

    Bo Zhang, Zhang Ping, Fanming Zeng

    Read original paper ↗ ·

  9. Systematic investigation of centrifugal slurry pump under different operating condition by DDPM method

    Powder Technology · 2023-09-28

    Haoyu Wang, Zhen Wah Tan, Shibo Kuang, Aibing Yu

    Read original paper ↗ ·

  10. Ecological environment value assessment and ecological civilization in the Changjiang River basin

    Water and Environment Journal · 2023-10-11

    Zhaoli Ma, Guo Xia

    Read original paper ↗ ·

  11. Early Warning of Red Tide of Phaeocystis globosa Based on Phycocyanin Concentration Retrieval in Qinzhou Bay, China

    Applied Sciences · 2023-10-19

    Yin Liu, Huanmei Yao, Huaquan Chen, Mengsi Wang, Zengshiqi Huang, Weiping Zhong

    Read original paper ↗ ·

  12. A data-driven model to determine the infiltration characteristics of air curtains at building entrances

    Physics of Fluids · 2023-11-01

    Linye Song, Cong Zhang, Jing Hua, Kaijun Li, Wei Xu, Xinghui Zhang, Caohui Duan

    Read original paper ↗ ·

  13. A Wide Range Measurement of Methane Using Single Saturated Absorption Spectral Line Concentration Measurement Method

    IEEE Transactions on Instrumentation and Measurement · 2023-11-28

    Weihao Dong, Chen Chen, Zheng Li, Yanzhang Wang

    Read original paper ↗ ·

  14. Research on the Measurement of Safety-Civilization Cost Rate Standard of Subway Projects Based on Genetic Algorithm and Back Propagation Neural Network (GA-BPNN)

    Unknown journal · 2023-11-30

    Wei Chen, Qiang Huo, Fanghao Wu, Jia Chang

    Read original paper ↗ ·

  15. Optimization Frame Body Durability Testing with Backpropagation Neural Network and Genetic Algorithm

    Unknown journal · 2023-12-01

    R Nugraha Pratama, Alief Wikarta

    Read original paper ↗ ·

  16. A Modular Soft Sensor for Centrifugal Pumps

    IFAC-PapersOnLine · 2024-01-01

    Sebastian Leonow, Qi Zhang, Martin Mönnigmann

    Read original paper ↗ ·

  17. Power Generation Efficiency and Resources Saving of the Hydropower Industry Using the Extended Data Based Convolutional Neural Network

    SSRN Electronic Journal · 2024-01-01

    Zhiqiang Geng, Wei Chen, Chong Chu, Yongming M Han

    Read original paper ↗ ·

  18. A Soft Sensor Model for Predicting the Flow of a Hydraulic Pump Based on Graph Convolutional Network–Long Short-Term Memory

    Actuators · 2024-01-17

    Shengfei Ji, Wei Li, Yong Wang, Bo Zhang, See-Kiong Ng

    Read original paper ↗ ·

  19. Improving the hydraulic performance of a high-speed submersible axial flow pump based on CFD technology

    International Journal of Fluid Engineering · 2024-02-29

    Rong Lu, Martin Böhle, Yandong Gu

    Read original paper ↗ ·

  20. A two-step data-driven method for predicting the wear of train wheel treads using GA-BPNN and LSTM algorithms

    International Journal of Rail Transportation · 2024-03-02

    Saisai Liu, Qixin He, Wenjie Fu, Qibo Feng

    Read original paper ↗ ·

  21. A Novel Hybrid Model Combining BPNN Neural Network and Ensemble Empirical Mode Decomposition

    International Journal of Computational Intelligence Systems · 2024-04-02

    Huiling Li, Qi Wang, Daijun Wei

    Read original paper ↗ ·

  22. BPNN‐based flow classification and admission control for software defined IIoT

    IET Communications · 2024-07-05

    Cheng Wang, Hai Xue, Zhan Huan

    Read original paper ↗ ·

  23. A sensorless centrifugal pump operation states estimation method based on HSSA-BPNN

    Measurement · 2024-07-09

    Yuhang Chen, Denghao Wu, Yun Ren, Chunxu Shao, Dong Wang, Yunqing Gu

    Read original paper ↗ ·

  24. Flow prediction of irrigation well pump based on experimental and big data analytics

    Journal of Physics Conference Series · 2024-08-01

    Rui Jiang, Haizhen Xian, F Li, Wenqiang Su, Ningling Wang, Yuning Zhang

    Read original paper ↗ ·

  25. Energy consumption prediction of cement calcination process based on dual-channel temporal convolution neural

    Thermal Science · 2024-08-05

    Zijian Wang, Hongtao Kao

    Read original paper ↗ ·

  26. CFD-DEM investigation of centrifugal slurry pump with polydisperse particle feeds

    Powder Technology · 2024-08-24

    Haoyu Wang, Fayuan Huang, Mohammad Fazli, Shibo Kuang, Aibing Yu

    Read original paper ↗ ·

  27. Blade redesign based on inverse design method for energy performance improvement and hydro-induced vibration suppression of a multi-stage centrifugal pump

    Energy · 2024-08-28

    Jiantao Zhao, Ji Pei, Wenjie Wang, Xingcheng Gan

    Read original paper ↗ ·

  28. A flow rate estimation method for gas–liquid two-phase flow based on filter-enhanced convolutional neural network

    Engineering Applications of Artificial Intelligence · 2024-11-11

    Yuxiao Jiang, Yinyan Liu, Lihui Peng, Yi Li

    Read original paper ↗ ·

  29. Optimization of model parameters and hyperparameters in deep learning models for spatial interaction prediction

    Expert Systems with Applications · 2024-12-13

    Lin Liu, Xiaojing Cao, Hengsheng Wang, Junying Xiang

    Read original paper ↗ ·

  30. Research and development project portfolio benefit prediction: an improved backpropagation neural network-based approach

    Kybernetes · 2024-12-17

    Libiao Bai, Xinru Zhang, Chaopeng Song, Jiaqi Wei

    Read original paper ↗ ·

  31. A flow rate soft sensor for pumps with complex characteristics

    IFAC-PapersOnLine · 2025-01-01

    Sebastian Leonow, Qi Zhang, Martin Mönnigmann

    Read original paper ↗ ·

  32. A Multiscale Causal–Neural Framework for Robust Correction of Raman Signals in Confined Gas Detection

    IEEE Transactions on Instrumentation and Measurement · 2025-01-01

    Haozhi Xu, Chen Chen, Youtong Li, Yanguo Guo, Yongyang Li, Qiang Ren

    Read original paper ↗ ·

  33. A Wide-Range PDH Frequency-Locking Method for Cavity-Enhanced Raman Detection Based on Fitting Error Signal

    IEEE Transactions on Instrumentation and Measurement · 2025-01-01

    Haozhi Xu, Chen Chen, Youtong Li, Yanguo Guo, Yongyang Li, Qiang Ren

    Read original paper ↗ ·

  34. Machine-learning prediction of DCAA and TCAA concentrations in drinking water

    Environmental Science Water Research & Technology · 2025-01-01

    Mengyu Liu, Wenzhong Huang, Caihong Yu, Hongyu Zhang, Li Lin, Zhuwu Jiang

    Read original paper ↗ ·

  35. Inversion of Water Quality Parameters from UAV Hyperspectral Data Based on Intelligent Algorithm Optimized Backpropagation Neural Networks of a Small Rural River

    Remote Sensing · 2025-01-02

    Manqi Wang, Caili Zhou, Jiaqi Shi, Fei Lin, Yucheng Li, Yimin Hu, Xuesheng Zhang

    Read original paper ↗ ·

  36. An efficient BPNN-NSGA-II-based calibration framework for finite-discrete element method in rock modeling

    Computers and Geotechnics · 2025-01-05

    Tong Ye, Qinghui Jiang, Shu Ai Jiang, Chunshun Zhang, Wei Wei, Jie Dong, Congying Li

    Read original paper ↗ ·

  37. Multi-dimensional failure risk load prediction of electric motor based on physical model and data-driven approach

    Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability · 2025-01-15

    Zhen Wang, Lihui Zhao, Dongdong Zhang, Zhiguo Kong, Chunyang Qin, Chuliang Yan

    Read original paper ↗ ·

  38. Energy management strategy for electrically-powered hydraulic vehicle based on driving mode recognition

    Energy Sources Part A Recovery Utilization and Environmental Effects · 2025-01-16

    Yanhong Lin, Benyou Liu, Tiezhu Zhang, Hongxin Zhang, Zhen Zhang

    Read original paper ↗ ·

  39. Technological progress accelerates CO2 emissions peaking in a megacity: Evidence from Shanghai, China

    Sustainable Cities and Society · 2025-01-21

    Wei Li, Zhenjie Chen, Manchun Li, Yuling Wen

    Read original paper ↗ ·

  40. Power generation efficiency and resources saving of the hydropower industry using the extended data based convolutional neural network

    Renewable Energy · 2025-01-29

    Jiajun Huang, Peihao Zheng, Xuan Hu, Wei Chen, Zhiqiang Geng, Chong Chu, Yongming M Han

    Read original paper ↗ ·

  41. Energy performance prediction of centrifugal pumps based on adaptive support vector regression

    Engineering Applications of Artificial Intelligence · 2025-02-14

    Huican Luo, Peijian Zhou, Jiayi Cui, Yang Wang, Haisheng Zheng, Yantian Wang

    Read original paper ↗ ·

  42. A probabilistic gap based condition prediction approach for desulfurization slurry circulating pump

    Advances in Mechanical Engineering · 2025-03-01

    Jiaxing Zhu, Buyun Sheng, Junlan Hu, Yanfei Li, Ruiping Luo, Yue Shi

    Read original paper ↗ ·

  43. Multi-objective optimization of centrifugal pumps based on extreme learning machine with Adaptive Non-dominated Sorting Genetic Algorithms III

    Physics of Fluids · 2025-03-01

    Zhi Li, Wei Dong, Haoqing Jiang

    Read original paper ↗ ·

  44. Applications of artificial intelligence and computational intelligence in hydraulic optimization of centrifugal pumps: a comprehensive review

    Engineering Applications of Computational Fluid Mechanics · 2025-03-10

    Yuanhui Xu, Xingcheng Gan, Ji Pei, Wenjie Wang, Jia Chen, Shouqi Yuan

    Read original paper ↗ ·

  45. Safety-aware isoline tracking control for unmanned surface vehicle

    Ocean Engineering · 2025-03-20

    Yuzhou Song, Bing Huang, Cheng Zhu, Bo Cheng

    Read original paper ↗ ·

  46. Forecasting financial time series using a hybrid model with ICEEMDAN and multidimensional KNN-BP

    Nonlinear Dynamics · 2025-04-20

    Yidi Pan, Aijing Lin

    Read original paper ↗ ·

  47. A mechanism-embedded neural network model for predicting performance parameters of centrifugal pump

    Energy · 2025-04-23

    Min Chai, Qing Huang, Weiwei Zhang, Yun Ren, Shuihua Zheng

    Read original paper ↗ ·

  48. A novel XRF and machine learning-based method for predicting weathered rock strength

    International Journal of Rock Mechanics and Mining Sciences · 2025-05-01

    Tong Ye, Zhuang Chen, Chunshun Zhang, Congying Li, Wei Wei, Jie Dong

    Read original paper ↗ ·

  49. A Systematic Review on Intelligent Prediction of Inorganic Building Materials Performance

    International Journal of Computational Intelligence Systems · 2025-05-21

    Mengru Li, Zhenya Zhang, Xianyi Zeng, Zhenglei He

    Read original paper ↗ ·

  50. Dynamic Regulation of High-Temperature Austenite Grain Growth in AerMet100 Ultra-High-Strength Steel based on Multiple Models

    Journal of Materials Engineering and Performance · 2025-05-21

    Ze-Fei Wang, Jingyu Zhang, Xudong Ran, Wei Lei, Yi Meng, Qiang Chen

    Read original paper ↗ ·
More citing papers →
Citation Atlas · A map of research, not a ranking.