KnE Engineering
ISSN: 2518-6841
The latest conference proceedings on all fields of engineering.
Beam Pump Dynamometer Card Prediction using Artificial Neural Networks
Published date: Oct 15 2018
Journal Title: KnE Engineering
Issue title: Sustainability and Resilience Conference: Mitigating Risks and Emergency Planning – Engineering Track
Pages: 198–212
Authors:
Abstract:
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Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, Chuang Sun, Shibin Wang, Ruqiang Yan, Xuefeng Chen (2021)
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study, IEEE Transactions on Instrumentation and MeasurementVolume: 70, First Page: 1
10.1109/TIM.2021.3116309
Xinyan Wang, Liming Zhang, Yunsong Wang, Hao Nie, Yaorui Shen, Kai Zhang (2025)
Visual-Language contrastive learning for zero-shot compound fault diagnosis in sucker rod wells, MeasurementVolume: 243, First Page: 116320
10.1016/j.measurement.2024.116320
Yunpeng He, Chuanzhi Zang, Peng Zeng, Mingxin Wang, Guangxi Wan, Qingwei Dong (2022)
Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Few-Shot Indicator Diagram Based on Meta-learning,Volume: 80, First Page: 436
10.1007/978-3-030-81007-8_49
Haibo Cheng, Haibin Yu, Peng Zeng, Evgeny Osipov, Shichao Li, Valeriy Vyatkin (2020)
Automatic Recognition of Sucker-Rod Pumping System Working Conditions Using Dynamometer Cards with Transfer Learning and SVM, SensorsVolume: 20, Issue: 19, First Page: 5659
10.3390/s20195659
Yun-Peng He, Chuan-Zhi Zang, Peng Zeng, Ming-Xin Wang, Qing-Wei Dong, Guang-Xi Wan, Xiao-Ting Dong (2023)
Few-shot working condition recognition of a sucker-rod pumping system based on a 4-dimensional time-frequency signature and meta-learning convolutional shrinkage neural network, Petroleum ScienceVolume: 20, Issue: 2, First Page: 1142
10.1016/j.petsci.2023.02.017
Yun-Peng He, Hai-Bo Cheng, Peng Zeng, Chuan-Zhi Zang, Qing-Wei Dong, Guang-Xi Wan, Xiao-Ting Dong (2024)
Working condition recognition of sucker rod pumping system based on 4-segment time-frequency signature matrix and deep learning, Petroleum ScienceVolume: 21, Issue: 1, First Page: 641
10.1016/j.petsci.2023.08.031
Zhizhou Zhu, Dongying Han, Zenian Liu, Bingfan Li, Zixuan Ge, Xinrui Yin, Xiao Wei (2025)
Research progress and prospects in fault diagnosis of pumping units using dynamometer cards, Engineering Research ExpressVolume: 7, Issue: 4, First Page: 042201
10.1088/2631-8695/ae0f3a
Yi Du, Peng Zhao, Ting Zhang, Yuqiang Xu (2021)
Fault Recognition of Indicator Diagrams Based on the Dynamic Time Warping Distance of Differential Curves, Mathematical Problems in EngineeringVolume: 2021, First Page: 1
10.1155/2021/6690930