上海交大研究生院主页平台管理系统褚学宁--中文主页--科学研究

褚学宁

研究员

所在单位：机械与动力工程学院

职称：研究员

电子邮箱：xnchu@sjtu.edu.cn

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科学研究

中文主页 - 科学研究

研究领域

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论文成果 MORE+

· Research on the module configuration of complex products considering the evolution of the product family.Journal of Intelligent and Fuzzy Systems.2020
· A two-phased SEM-neural network approach for consumer preference analysis.Advanced Engineering Informatics.2020
· Anomaly detection and critical attributes identification for products with multiple operating conditions based on isolation forest.Advanced Engineering Informatics.2020
· Operating Condition Identification of Complete Wind Turbine using DBN and Improved DDPG-SOM.Proceedings of 2022 IEEE 11th Data Driven Control and Learning Systems Conference, DDCLS 2022.2022
· Remaining Useful Life Prediction of Wind Turbine Gearbox Bearings with Limited Samples Based on Prior Knowledge and PI-LSTM.SUSTAINABILITY.2022
· Sentiment analysis from Customer-generated online videos on product review using topic modeling and Multi-attention BLSTM.ADVANCED ENGINEERING INFORMATICS.2022
· 基于SCADA参数关系的风电机组部件重要度分析.可再生能源.2021
· A deformable CNN-DLSTM based transfer learning method for fault diagnosis of rolling bearing under multiple working conditions.INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH.2021
· 基于多特征信息融合的风电机组整机性能评估.计算机集成制造系统.2022
· Data-driven approach to identify obsolete functions of products for design improvements.Journal of Intelligent and Fuzzy Systems.2021

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科研项目

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