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Research on Gas-Path Fault-Diagnosis Method of Marine Gas Turbine Based on Exergy Loss and Probabilistic Neural Network

机译：基于漏洞损失和概率神经网络的海洋燃气轮机气体路径故障诊断方法研究

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Yunpeng Cao; Xinran Lv; Guodong Han; Junqi Luan; Shuying Li;
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1. Performance-based fault diagnosis of a gas turbine engine using an integrated support vector machine and artificial neural network method [J] . Fentaye Amare Desalegn, Gilani Syed Ihtsham Ul-Haq, Baheta Aklilu Tesfamichael, Proceedings of the Institution of Mechanical Engineers . 2019,第6期

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2. A NEURAL NETWORK-BASED METHOD FOR GAS TURBINE BLADING FAULT DIAGNOSIS [J] . C. Angelakis, E. N. Loukis, A. D. Pouliezos International Journal Of Modelling & Simulation . 2001,第1期

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4. Fault Prediction Method of the Marine Gas Turbine Based on Neural Network-Markov [C] . Jianguo Cui, Long Zhang, Guihua Wang, International Conference on Mechanical, Electronic and Engineering Technology . 2014

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5. Issues in verification and validation of neural network based approaches for fault-diagnosis in autonomous systems. [D] . Ramachandran, Uma Bharathi. 2005

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6. Fault Diagnosis of Wind Turbine Gearbox Based on the Optimized LSTM Neural Network with Cosine Loss [O] . Aijun Yin, Yinghua Yan, Zhiyu Zhang, 2020

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7. An artificial neural network-based diagnostic methodology for gas turbine path analysis—part II: case study [O] . Capata, Roberto 2016

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8. Nuclear power plant fault-diagnosis using artificial neural networks. [R] . Kim, K., Aljundi, T. L., Bartlett, E. B. 1992

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Research on Gas-Path Fault-Diagnosis Method of Marine Gas Turbine Based on Exergy Loss and Probabilistic Neural Network

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