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IEEE Transactions on Industrial Informatics最新文献

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DNN-Approximated Offset-Free MPC on FPGA for 10-khz Constrained In-Plane Control of 6-DOF Magnetic Levitation System 基于FPGA的六自由度磁悬浮系统10 khz约束面内控制的dnn逼近无偏置MPC
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-06 DOI: 10.1109/tii.2026.3727055
Chang Hwan Kim, Jung Jun Kim, Hyeong Min Yoon, Jun Young Yoon
{"title":"DNN-Approximated Offset-Free MPC on FPGA for 10-khz Constrained In-Plane Control of 6-DOF Magnetic Levitation System","authors":"Chang Hwan Kim, Jung Jun Kim, Hyeong Min Yoon, Jun Young Yoon","doi":"10.1109/tii.2026.3727055","DOIUrl":"https://doi.org/10.1109/tii.2026.3727055","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"30 1","pages":"1-11"},"PeriodicalIF":12.3,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093103","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}
引用次数: 0
CKFCF-MTSllm: Closed-Loop Textual Knowledge Filtering and Cross-Modal Fusion for LLM-Based Multivariate Time Series Forecasting ckfcf - mtslm：基于llm的多元时间序列预测闭环文本知识过滤和跨模态融合
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-06 DOI: 10.1109/tii.2026.3735513
Jiaqi Chu, Chengbao Liu, Xiwei Bai, Zhenjie Liu, Jie Tan
{"title":"CKFCF-MTSllm: Closed-Loop Textual Knowledge Filtering and Cross-Modal Fusion for LLM-Based Multivariate Time Series Forecasting","authors":"Jiaqi Chu, Chengbao Liu, Xiwei Bai, Zhenjie Liu, Jie Tan","doi":"10.1109/tii.2026.3735513","DOIUrl":"https://doi.org/10.1109/tii.2026.3735513","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"410 1","pages":"1-12"},"PeriodicalIF":12.3,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093106","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}
引用次数: 0
Reliable Multitarget Ensemble Learning for Wind Turbine Fault Detection and Diagnosis 风电机组故障检测与诊断的可靠多目标集成学习
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-06 DOI: 10.1109/tii.2026.3735804
Subhajit Chatterjee, Hamed Badihi
{"title":"Reliable Multitarget Ensemble Learning for Wind Turbine Fault Detection and Diagnosis","authors":"Subhajit Chatterjee, Hamed Badihi","doi":"10.1109/tii.2026.3735804","DOIUrl":"https://doi.org/10.1109/tii.2026.3735804","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"1 1","pages":"1-12"},"PeriodicalIF":12.3,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093111","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}
引用次数: 0
Unified 3-D SVPWM With Radial Basis Function Neural Network-Based Zero-Sequence Current Suppression for Dual-Mode Series-End Winding Drives 基于径向基函数神经网络的统一三维SVPWM双模串联端绕组零序电流抑制
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-06 DOI: 10.1109/tii.2026.3723722
Xingbang Liu, Jian Song, Zhaoyang Fu, Xiao Chen, Kai Zhou, Senyi Liu
{"title":"Unified 3-D SVPWM With Radial Basis Function Neural Network-Based Zero-Sequence Current Suppression for Dual-Mode Series-End Winding Drives","authors":"Xingbang Liu, Jian Song, Zhaoyang Fu, Xiao Chen, Kai Zhou, Senyi Liu","doi":"10.1109/tii.2026.3723722","DOIUrl":"https://doi.org/10.1109/tii.2026.3723722","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"9 1","pages":"1-12"},"PeriodicalIF":12.3,"publicationDate":"2026-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149093108","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}
引用次数: 0
Bidirectional GP-ARX Virtual Sensing for Robust Online Imputation in Unreliable Multisensor Systems 不可靠多传感器系统鲁棒在线插补的双向GP-ARX虚拟传感
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3728257
Luning Li, Longyan Tan, Rui Xia, Ajith Parlikad
{"title":"Bidirectional GP-ARX Virtual Sensing for Robust Online Imputation in Unreliable Multisensor Systems","authors":"Luning Li, Longyan Tan, Rui Xia, Ajith Parlikad","doi":"10.1109/tii.2026.3728257","DOIUrl":"https://doi.org/10.1109/tii.2026.3728257","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"8 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086882","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}
引用次数: 0
World Model Enhanced End-to-End Autonomous Driving for Unstructured Mining Environments 世界模型增强的端到端自动驾驶非结构化采矿环境
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3732691
Ruixi Qiao, Jie Cheng, Chao Guo, Yunfeng Ai, Yisheng Lv
{"title":"World Model Enhanced End-to-End Autonomous Driving for Unstructured Mining Environments","authors":"Ruixi Qiao, Jie Cheng, Chao Guo, Yunfeng Ai, Yisheng Lv","doi":"10.1109/tii.2026.3732691","DOIUrl":"https://doi.org/10.1109/tii.2026.3732691","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"21 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086883","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}
引用次数: 0
Energy Divergence Direction Discrimination Guided Synchrosqueezing Transform for Enhanced Instantaneous Frequency Estimation and Time–Frequency Concentration 基于能量发散方向识别的同步压缩变换增强瞬时频率估计和时频集中
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3735480
Youzhe Li, Yaocheng Yang, Yifan Li, Ming J. Zuo
{"title":"Energy Divergence Direction Discrimination Guided Synchrosqueezing Transform for Enhanced Instantaneous Frequency Estimation and Time–Frequency Concentration","authors":"Youzhe Li, Yaocheng Yang, Yifan Li, Ming J. Zuo","doi":"10.1109/tii.2026.3735480","DOIUrl":"https://doi.org/10.1109/tii.2026.3735480","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"47 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149087261","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}
引用次数: 0
A Deterministic Noniterative Variational Filtering Framework for Robust State Estimation in Resource-Constrained Systems 资源约束系统鲁棒状态估计的确定性非迭代变分滤波框架
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3732359
Zhi Zhang, Xiaojun Ban, Shengkun Xie, Kai Zhang, Jian Li
{"title":"A Deterministic Noniterative Variational Filtering Framework for Robust State Estimation in Resource-Constrained Systems","authors":"Zhi Zhang, Xiaojun Ban, Shengkun Xie, Kai Zhang, Jian Li","doi":"10.1109/tii.2026.3732359","DOIUrl":"https://doi.org/10.1109/tii.2026.3732359","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"35 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086881","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}
引用次数: 0
Memory-Guided Adaptive Routing Network for Efficient Image Super-Resolution in Industrial Vision Systems 工业视觉系统中高效图像超分辨率的记忆导向自适应路由网络
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3735364
Jintuo Wang, Zhenghan Ding, Hong Yang, Xianqiang Yang
{"title":"Memory-Guided Adaptive Routing Network for Efficient Image Super-Resolution in Industrial Vision Systems","authors":"Jintuo Wang, Zhenghan Ding, Hong Yang, Xianqiang Yang","doi":"10.1109/tii.2026.3735364","DOIUrl":"https://doi.org/10.1109/tii.2026.3735364","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"150 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149087270","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}
引用次数: 0
Transformer-Based Soft Actor–Critic With Safety Supervised Execution for UAV Navigation in Dynamic Environments 基于变压器安全监督执行的无人机动态导航软评价方法
IF 12.3 1区 计算机科学
IEEE Transactions on Industrial Informatics Pub Date : 2026-10-05 DOI: 10.1109/tii.2026.3732315
Lu Liu, Manting Zhang, Yingxin Wang, Dan Liu, Peng Shi
{"title":"Transformer-Based Soft Actor–Critic With Safety Supervised Execution for UAV Navigation in Dynamic Environments","authors":"Lu Liu, Manting Zhang, Yingxin Wang, Dan Liu, Peng Shi","doi":"10.1109/tii.2026.3732315","DOIUrl":"https://doi.org/10.1109/tii.2026.3732315","url":null,"abstract":"","PeriodicalId":13301,"journal":{"name":"IEEE Transactions on Industrial Informatics","volume":"50 1","pages":""},"PeriodicalIF":12.3,"publicationDate":"2026-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149086884","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}
引用次数: 0
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