{"title":"The Acoustic Signal Denoising Method for Rotating Machinery via the Virtual Sample Based DpConformer","authors":"Peng Wu, Xin Pan, Gongye Yu, Chao Chen, Yongming Han, Bo Ma, Jijie Hou","doi":"10.1109/tii.2026.3655890","DOIUrl":"https://doi.org/10.1109/tii.2026.3655890","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"52 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.1109/tii.2026.3657899
Zhenyang Yan, Xiang-Peng Xie
{"title":"Dynamic Safety-Margin-Aware Shared Steering Control via a Memory Membership Fusion Gain Scheduling Scheme","authors":"Zhenyang Yan, Xiang-Peng Xie","doi":"10.1109/tii.2026.3657899","DOIUrl":"https://doi.org/10.1109/tii.2026.3657899","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"9 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-06DOI: 10.1109/tii.2026.3652802
Lu Zheng, Chen Zhang, Tao Feng, Chunhua Su
{"title":"ESPL: Efficient and Secure Privacy-Preserving Federated Learning in Internet of Vehicles","authors":"Lu Zheng, Chen Zhang, Tao Feng, Chunhua Su","doi":"10.1109/tii.2026.3652802","DOIUrl":"https://doi.org/10.1109/tii.2026.3652802","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"90 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146134920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-04DOI: 10.1109/tii.2026.3658580
Xue Li, Tengfei Zhang, Zhe Zhou, Zhongyao Du
{"title":"Multiarea Distributed State Estimation Using a Dual-Stream Neural Network With Collaborative Learning in Smart Grids","authors":"Xue Li, Tengfei Zhang, Zhe Zhou, Zhongyao Du","doi":"10.1109/tii.2026.3658580","DOIUrl":"https://doi.org/10.1109/tii.2026.3658580","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"9 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Best Achievable Control Performance of Networked Systems Over Bandwidth-Constrained Channels","authors":"Ruyan Li, Houjun Liang, Xiaowei Jiang, Xianhe Zhang","doi":"10.1109/tii.2026.3657370","DOIUrl":"https://doi.org/10.1109/tii.2026.3657370","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"398 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-04DOI: 10.1109/tii.2025.3648912
Jince Li, You Fan, Bo Yang
{"title":"Multivariate Trend Feature Learning: Dual-Branch Graph Neural Networks for Fault Diagnosis in Process Industry","authors":"Jince Li, You Fan, Bo Yang","doi":"10.1109/tii.2025.3648912","DOIUrl":"https://doi.org/10.1109/tii.2025.3648912","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"92 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146115901","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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