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检索条件"任意字段=IEEE Data Driven Control and Learning Systems Conference"
29323 条 记 录,以下是751-760 订阅
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learning Hierarchical control For Multi-Agent Capacity-Constrained systems  63
Learning Hierarchical Control For Multi-Agent Capacity-Const...
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63rd ieee conference on Decision and control, CDC 2024
作者: Vallon, Charlott Pinto, Alessandro Stellato, Bartolomeo Borrelli, Francesco University of California Berkeley Department of Mechanical Engineering BerkeleyCA94720 United States California Institute of Technology Nasa Jet Propulsion Laboratory PasadenaCA91109 United States Princeton University Department of Operations Research and Financial Engineering PrincetonNJ08544 United States
This paper introduces a data-driven hierarchical control scheme for a fleet of nonlinear, capacity-constrained autonomous agents in an iterative environment. The proposed control framework consists of a high-level dyn... 详细信息
来源: 评论
Swarm learning for Secure and Effective Industrial Federated Big data Analytics
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ieee TRANSACTIONS ON RELIABILITY 2025年 第2期74卷 2893-2903页
作者: Jiang, Xiaoyu Cheng, Yubin Song, Zhihuan Ma, Xiaoguang Ye, Lingjian Ge, Zhiqiang Guangdong Univ Petrochem Technol Sch Automat Maoming 525000 Peoples R China Zhejiang Univ Coll Control Sci & Engn State Key Lab Ind Control Technol Hangzhou 310027 Peoples R China Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Peoples R China Huzhou Univ Sch Engn Huzhou Key Lab Intelligent Sensing & Optimal Contr Huzhou 313000 Peoples R China Southeast Univ Sch Math Nanjing 210096 Peoples R China
Industrial intelligent systems (IIS) play a huge role in modern industry, and their intelligent models of IIS enable diagnosis of faults, key performance indicator (KPI) prediction, and other important industrial proc... 详细信息
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Estimating Lyapunov Region of Attraction for Robust Model-Based Reinforcement learning USV
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ieee TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2025年 22卷 8898-8911页
作者: Xia, Lei Cui, Yunduan Yi, Zhengkun Li, Huiyun Wu, Xinyu Chinese Acad Sci Shenzhen Inst Adv Technol Guangdong Hong Kong Macao Joint Lab Human Machine Hong Kong 518071 Guangdong Peoples R China Shenzhen Univ Adv Technol Fac Computil Microelect Shenzhen 518172 Peoples R China
This article addresses the robustness of unmanned surface vehicles (USV) using model-based reinforcement learning (MBRL). A novel MBRL approach, Lyapunov probabilistic model predictive control (LPMPC) is proposed to s... 详细信息
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A Novel Soft Sensor Model for Alumina Concentration Based on Collaborative Training SDBN  13
A Novel Soft Sensor Model for Alumina Concentration Based on...
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13th ieee data driven control and learning systems conference, DDCLS 2024
作者: Li, Yifei The First Business in the Intelligent Industry Chinalco Intelligent Technology Development Co. Ltd Hangzhou311199 China
To address the challenge of insufficient labeled sample data and the difficulty in obtaining labeled samples in industrial processes, we propose a co-training based Soft Deep Belief Network (SDBN) model for soft measu... 详细信息
来源: 评论
data-driven Adaptive Iterative learning Bipartite Consensus for Heterogeneous Nonlinear Cooperation-Antagonism Networks
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ieee TRANSACTIONS ON NEURAL NETWORKS AND learning systems 2023年 第11期34卷 8262-8270页
作者: Hui, Yu Chi, Ronghu Huang, Biao Hou, Zhongsheng Qingdao Univ Sci & Technol Coll Automat & Elect Engn Qingdao 266061 Peoples R China Univ Alberta Dept Chem & Mat Engn Edmonton AB T6G 2G6 Canada Qingdao Univ Sch Automat Qingdao 266071 Peoples R China
Heterogeneous dynamics, strongly nonlinear and nonaffine structures, and cooperation-antagonism networks are considered together in this work, which have been considered as challenging problems in the output consensus... 详细信息
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data-driven Soft Sensing of Polyoxymethylene Melt Index using Takagi-Sugeno Fuzzy Neural Network and Quantum Genetic Algorithm  13
Data-Driven Soft Sensing of Polyoxymethylene Melt Index usin...
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13th ieee data driven control and learning systems conference, DDCLS 2024
作者: Yu, Guangji Zhao, Haiquan Liang, Yangyang Gao, Yong Zhang, Weiyong Sader, Malika Methanol Branch Ningxia Coal Co. Ltd. Yinchuan China Technologies Co. Ltd Beijing China Technologies Co. Ltd Beijing China Tsinghua University Department of Automation Beijing China
As a frequently used polymer material, polyoxymethylene (POM) has played an indispensable role in a variety of industrial fields. For production efficiency and safety, online monitoring of POM melt index is of importa... 详细信息
来源: 评论
Trustworthy Driver State Perception via Contextual Interaction-driven Evidential Vision-Language Fusion in Vehicular Cyber-Physical systems
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ieee TRANSACTIONS ON INTELLIGENT TRANSPORTATION systems 2025年
作者: Hu, Chuanfei Li, Xinde Pang, Jianxin Southeast Univ Sch Automat Key Lab Measurement & Control CSE Nanjing 210096 Peoples R China Nanjing Ctr Appl Math Nanjing 211135 Peoples R China Southeast Univ Shenzhen Res Inst Shenzhen 518063 Peoples R China UBTECH Robot Shenzhen 518000 Peoples R China
A vision-driven driver monitoring system plays a vital role of vehicular cyber-physical systems (VCPS) to guarantee the driving safety. Recent advances focus on modeling a deep learning-based method to realize the dri... 详细信息
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A Deep learning Soft Sensor Based on Domain-Invariant Features Extraction and Online Local Adaptation  13
A Deep Learning Soft Sensor Based on Domain-Invariant Featur...
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13th ieee data driven control and learning systems conference, DDCLS 2024
作者: Wang, Yelei Jin, Huaiping Wang, Bin Yang, Biao Kunming University of Science and Technology Faculty of Information Engineering and Automation Department of Automation Kunming650500 China Kunming University of Science and Technology Yunnan Key Laboratory of Artificial Intelligence Kunming650500 China
data-driven approaches, especially those based on deep learning, have received much attention in quality prediction in the modern process industry. However, in practice, industrial data are often generated in the form... 详细信息
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Multiple Uncertainty Rejection-Based Power Lifting Adaptive Fixed-Time Tracking control  13
Multiple Uncertainty Rejection-Based Power Lifting Adaptive ...
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13th ieee data driven control and learning systems conference, DDCLS 2024
作者: Liu, Yang Ren, Hongru Hui, Yu Li, Hongyi College of Automation and Electronic Engineering Qingdao University of Science and Technology Qingdao266061 China School of Automation and Guangdong Provincial Key Laboratory of Intelligent Decision and Cooperative Control Guangdong University of Technology Guangzhou510006 China
This work investigates an adaptive fixed-time tracking control issue of nonlinear systems with the multiple uncertainty. A practically fixed-time lemma is established, and the singularity problem of fixed-time trackin... 详细信息
来源: 评论
HypoTreat: Reducing Hypoglycemia in Artificial Pancreas Simulation
HypoTreat: Reducing Hypoglycemia in Artificial Pancreas Simu...
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ieee conference on Evolving and Adaptive Intelligent systems (ieee EAIS)
作者: Chlumsky-Harttmann, Miriam Ayad, Ahmad Schmeink, Anke Rhein Westfal TH Aachen Chair Informat Theory & Data Analyt D-52074 Aachen Germany
Maintaining optimal blood glucose levels is paramount in diabetes management. Currently, patients are tasked with deciding when and how much insulin to administer. In contrast, reinforcement learning offers a closed-l... 详细信息
来源: 评论