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| Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者: Jiaxin Ren; Jingcheng Wen; Zhibin Zhao; Ruqiang Yan; Xuefeng Chen; Asoke K. Nandi
 Adobe PDF(16165Kb) |  收藏 | 浏览/下载：41/9 | 提交时间：2024/05/22
Out-of-distribution detection traceability analysis trustworthy fault diagnosis uncertainty quantification |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb) | 收藏 | 浏览/下载：124/33 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 762-780
作者: Majid Ghorbani; Mahsan Tavakoli-Kakhki; Aleksei Tepljakov; Eduard Petlenkov
Adobe PDF(5262Kb) | 收藏 | 浏览/下载：238/34 | 提交时间：2023/03/02
Interval uncertainty FOPID controller fractional-order systems robust stability analysis smith predictor |
| A Quantum Tanimoto Coefficient Fidelity for Entanglement Measurement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 439-450
作者: Yangyang Zhao ; Fuyuan Xiao; Masayoshi Aritsugi; Weiping Ding
Adobe PDF(6661Kb) | 收藏 | 浏览/下载：256/90 | 提交时间：2023/01/16
Distance measure entanglement measurement fidelity measure quantum Tanimoto coefficient (QTC) similarity measure uncertainty |
| Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
作者: Wenqiang Cao; Jing Yan; Xian Yang; Xiaoyuan Luo; Xinping Guan
Adobe PDF(8184Kb) | 收藏 | 浏览/下载：302/121 | 提交时间：2023/01/03
Autonomous underwater vehicles (AUVs) communication-aware formation reinforcement learning uncertainty |
| Two-Stage Robust Optimization Under Decision Dependent Uncertainty 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1295-1306
作者: Yunfan Zhang; Feng Liu; Yifan Su; Yue Chen; Zhaojian Wang; João P. S. Catalão
Adobe PDF(1276Kb) | 收藏 | 浏览/下载：273/90 | 提交时间：2022/06/27
Benders decomposition decision-dependent uncertainty endogenous uncertainty robust optimization (RO) |
| Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 749-762
作者: Jing Zhang
Adobe PDF(1291Kb) | 收藏 | 浏览/下载：177/38 | 提交时间：2022/04/24
Crowdsourcing data fusion learning from crowds learning paradigms learning with uncertainty |
| Barrier-Certified Learning-Enabled Safe Control Design for Systems Operating in Uncertain Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 437-449
作者: Zahra Marvi; Bahare Kiumarsi
Adobe PDF(4434Kb) | 收藏 | 浏览/下载：160/50 | 提交时间：2022/03/09
Control barrier functions (CBFs) experience replay learning safety-critical systems uncertainty |
| A Unified Optimization-Based Framework to Adjust Consensus Convergence Rate and Optimize the Network Topology in Uncertain Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1539-1548
作者: Mohammad Saeed Sarafraz; Mohammad Saleh Tavazoei
Adobe PDF(1259Kb) | 收藏 | 浏览/下载：154/41 | 提交时间：2021/09/03
Convergence-rate element-wise uncertainty robust controller topology design |
| Disassembly Sequence Planning: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1308-1324
作者: Xiwang Guo; MengChu Zhou; Abdullah Abusorrah; Fahad Alsokhiry; Khaled Sedraoui
Adobe PDF(4140Kb) | 收藏 | 浏览/下载：200/38 | 提交时间：2021/06/11
Artificial intelligence (AI) disassembly sequence planning (DSP) intelligent optimization modeling methods multi-objective optimization single-objective optimization uncertainty |
