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Niu Dapeng, Yang Minghao, Jia Mingxing, Jin Hongli, Luo Gang. Performance Evaluation ofElevators Using a Novel Hierarchical Softmax Regression Model, Mechanical Systems and SignalProcessing, 2025, 228, 112429 (SCI检索，JCR Q1).
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Niu Dapeng, Guo Lei, Jia Mingxing. Operation Condition Assessment for Elevators UnderLimited High-Quality Label and Unbalanced Data Using Feature Alignment Encoder GAN, MechanicalSystems and Signal Processing, 2025, 229, 112497(SCI检索，JCR Q1).
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Guo Lei, Niu Dapeng*, ZhaoJiaxu, Jia Mingxing. Operation Condition Assessment for ElevatorsBased on Multi-Domain Generalization andAdaptation[J].IEEE/ASME Transactions on Mechatronics, 2025.(SCI检索，JCR Q1).
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Niu Dapeng, Lei Guangyang. Self-Healing Control of Abnormal Conditions for Fused Magnesium Furnace Based on Data Augmentation and Improved JITL[J]. Advanced Engineering Informatics, 2024, 61, 102477.(SCI检索，JCR Q1).
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Niu Dapeng, Song Dandan. Model-Based Robust Fault Diagnosis of IncipientITSC for PMSM in Elevator Traction System[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72, 3533512.(SCI检索，JCR Q1).
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Niu Dapeng, Lei Guangyang. Prediction of abnormal conditions for fused magnesium furnace based on improvedLSTM model and rule-based reasoning[J]. Measurement, 2023, 218, 113163.(SCI检索，JCR Q1).
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Guo Lei, Niu Dapeng*. Operation Condition Assessment for Elevators Based on Deep Siamese Network and T-S Semi-Supervision Model[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73, 7503013.(SCI检索，JCR Q1).
