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주성분 분석과 서포트 벡터 머신을 이용한 폴리스티렌 중합 반응기 이상 진단 모델 개발 정연수, 이창준 Korean Chemical Engineering Research, 60(2), 223, 2022 |
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Incipient fault diagnosis for centrifugal chillers using kernel entropycomponent analysis and voting based extreme learning machine Xia Y, Ding Q, Jiang A, Jing N, Zhoug W, Wang J Korean Journal of Chemical Engineering, 39(3), 504, 2022 |
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Dynamic nonlinear batch process fault detection and identification based on two-directional dynamic kernel slow feature analysis Zhang HY, Deng XG, Zhang YC, Hou CJ, Li CD Canadian Journal of Chemical Engineering, 99(1), 306, 2021 |
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Electric Machine Bearing Health Monitoring and Ball Fault Detection by Simultaneous Thermo-Mechanical Fibre Optic Sensing Mohammed A, Djurovic S IEEE Transactions on Energy Conversion, 36(1), 71, 2021 |
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Multiple Open-Switch Fault Diagnosis for Five-Phase Permanent Magnet Machine Utilizing Currents in Stationary Reference Frame Kong JW, Wang K, Zhang JY, Zhang H IEEE Transactions on Energy Conversion, 36(1), 314, 2021 |
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An ANOVA-Based Fault Diagnosis Approach for Variable Frequency Drive-Fed Induction Motors Shabbir MNSK, Liang XD, Chakrabarti S IEEE Transactions on Energy Conversion, 36(1), 500, 2021 |
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Machine learning-based model for lithium-ion batteries in BMS of electric/hybrid electric aircraft Hashemi SR, Baghbadorani AB, Esmaeeli R, Mahajan A, Farhad S International Journal of Energy Research, 45(4), 5747, 2021 |
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A multigroup framework for fault detection and diagnosis in large-scale multivariate systems Luo LJ, Peng X, Tong CD Journal of Process Control, 100, 65, 2021 |
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Sub-period division strategies combined with multiway principle component analysis for fault diagnosis on sequence batch reactor of wastewater treatment process in paper mill Zhou J, Huang FN, Shen WH, Liu Z, Corriou JP, Seferlis P Process Safety and Environmental Protection, 146, 9, 2021 |
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Wind turbine fault diagnosis based on transfer learning and convolutional autoencoder with small-scale data Li YT, Jiang WB, Zhang GY, Shu LJ Renewable Energy, 171, 103, 2021 |