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Applications of Machine Learning to Reciprocating Compressor Fault Diagnosis: A Review

机译：机器学习在往复式压缩机故障诊断中的应用：综述

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Qian Lv; Xiaoling Yu; Haihui Ma; Junchao Ye; Weifeng Wu; Xiaolin Wang;
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1. Fault-diagnosis for reciprocating compressors using big data and machine learning [J] . Guanqiu Qi, Zhiqin Zhu, Ke Erqinhu, Simulation modelling practice and theory: International journal of the Federation of European Simulation Societies . 2018,第期

机译：使用大数据和机器学习往复式压缩机的故障诊断
2. Applications of machine learning to machine fault diagnosis: A review and roadmap [J] . Yaguo Lei, Bin Yang, Xinwei Jiang, Mechanical systems and signal processing . 2020,第Apra期

机译：机器学习在机器故障诊断中的应用：回顾与路线图
3. Fault Diagnosis of Reciprocating Compressor Valve Based on Transfer Learning Convolutional Neural Network [J] . Fu-Yan Guo, Yan-Chao Zhang, Yue Wang, Mathematical Problems in Engineering: Theory, Methods and Applications . 2021,第a期

机译：基于转移学习卷积神经网络的往复式压缩机阀故障诊断
4. Application of Support Vector Machines in Reciprocating Compressor Valve Fault Diagnosis [C] . Quanmin Ren, Xiaojiang Ma, Gang Miao International Conference on Advances in Natural Computation(ICNC 2005); 20050827-29; Changsha(CN) . 2005

机译：支持向量机在往复式压缩机气门故障诊断中的应用。
5. Fault diagnosis and prediction in reciprocating air compressors by quantifying operating parameters. [D] . Feng, Ming-Fa. 1992

机译：通过量化运行参数对往复式空气压缩机进行故障诊断和预测。
6. Object-Based Thermal Image Segmentation for Fault Diagnosis of Reciprocating Compressors [O] . Rongfeng Deng, Yubin Lin, Weijie Tang, 2020

机译：基于对象的热图像分割用于往复式压缩机故障诊断
7. Fault Diagnosis of Reciprocating Compressors Using Revelance Vector Machines with A Genetic Algorithm Based on Vibration Data [O] . Ahmed, M., Smith, Ann, Gu, Fengshou, 2014

机译：基于振动数据的遗传算法的往复式压缩机故障诊断

Applications of Machine Learning to Reciprocating Compressor Fault Diagnosis: A Review

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