NSTL国家科技图书文献中心

1. Residential Energy Scheduling With Solar Energy Based on Dyna Adaptive Dynamic Programming NSTL国家科技图书文献中心

Kang Xiong | Qinglai Wei ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(2) - 403～413 - 共11页

摘要：Learning-based methods have become mainstream | for solving residential energy scheduling problems | . In order to improve the learning efficiency of | existing methods and increase the utilization of | renewable energy, we propose the Dyna action-dependent

关键词： Training | Renewable energy sources | Adaptation models | Processor scheduling | Computational modeling | Microgrids | Benchmark testing | Dynamic programming | Planning | Energy storage

2. Compensation for Heterogeneous Unknowns and Performance-Prescribed Consensus NSTL国家科技图书文献中心

Linzhen Yu | Yungang Liu - 《IEEE/CAA journal of automatica sinica》 - 2025,12(1) - 173～182 - 共10页

摘要：In this paper, the multiagent systems (MASs | ) typically with heterogeneous unknown nonlinearities and | nonidentical unknown control coefficients are studied | . Although the model information of MASs is coarse, the | leader-following consensus is still pursued, with a

关键词： Protocols | Control design | Topology | Multi-agent systems

3. Distributed Economic Dispatch Algorithms of Microgrids Integrating Grid-Connected and Isolated Modes NSTL国家科技图书文献中心

Zhongxin Liu | Yanmeng Zhang ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(1) - 86～98 - 共13页

摘要：The economic dispatch problem (EDP) of micro | -grids operating in both grid-connected and isolated | modes within an energy internet framework is addressed | in this paper. The multiagent leader-following | consensus algorithm is employed to address the EDP of

关键词： Economics | Power supplies | Energy Internet | Microgrids | Switches | Consensus algorithm | Robustness | Topology | Resource management | Convergence

4. A Multi-Condition Sequential Network Ensemble for Industrial Energy Storage Prediction Considering the Condition Switching Characteristics NSTL国家科技图书文献中心

Tianyu Wang | Fan Zhou ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(2) - 369～380 - 共12页

摘要：As a crucial storage and buffering apparatus | for balancing the production and consumption of | byproduct gases in industrial processes, accurate | prediction of gas tank levels is essential for optimizing | energy system scheduling. Considering that the

关键词： Knowledge engineering | Accuracy | Transfer learning | Switches | Optimal scheduling | Production | Valves | Prediction algorithms | Real-time systems | Steel

5. Beyond Performance of Learning Control Subject to Uncertainties and Noise: A Frequency-Domain Approach Applied to Wafer Stages NSTL国家科技图书文献中心

Fazhi Song | Ning Cui ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(1) - 198～214 - 共17页

摘要：The increasingly stringent performance | requirement in integrated circuit manufacturing | , characterized by smaller feature sizes and higher productivity | , necessitates the wafer stage executing a extreme motion with | the accuracy in terms of nanometers. This demanding

关键词： Noise | Uncertainty | Data models | Semiconductor device modeling | Convergence | Accuracy | Stochastic processes | Adaptation models | Integrated circuit modeling | Feedforward systems

6. Adaptive Control of a Flexible Manipulator with Unknown Hysteresis and Intermittent Actuator Faults NSTL国家科技图书文献中心

Shouyan Chen | Weitian He ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(1) - 148～158 - 共11页

摘要：In this study, we consider a single-link | flexible manipulator in the presence of an unknown Bouc | -Wen type of hysteresis and intermittent actuator | faults. First, an inverse hysteresis dynamics model is | introduced, and then the control input is divided into an

关键词： Actuators | Adaptation models | Fault tolerance | Additives | Fault tolerant systems | Artificial neural networks | Control systems | Numerical simulation | Hysteresis | Manipulator dynamics

7. Penalty Function-Based Distributed Primal-Dual Algorithm for Nonconvex Optimization Problem NSTL国家科技图书文献中心

Xiasheng Shi | Changyin Sun - 《IEEE/CAA journal of automatica sinica》 - 2025,12(2) - 394～402 - 共9页

摘要：This paper addresses the distributed nonconvex | optimization problem, where both the global cost function and | local inequality constraint function are nonconvex. To | tackle this issue, the p-power transformation and | penalty function techniques are introduced to reframe

关键词： Simulation | Cost function | Stability analysis | Linear matrix inequalities | Communication networks | Lagrangian functions | Multi-agent systems | Convergence

8. Broad-Learning-System-Based Model-Free Adaptive Predictive Control for Nonlinear MASs Under DoS Attacks NSTL国家科技图书文献中心

Hongxing Xiong | Guangdeng Chen ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(2) - 381～393 - 共13页

摘要：In this paper, the containment control problem | in nonlinear multi-agent systems (NMASs) under | denial-of-service (DoS) attacks is addressed. Firstly | , a prediction model is obtained using the broad | learning technique to train historical data generated by

关键词： Adaptation models | Simulation | Predictive models | Denial-of-service attack | Prediction algorithms | Data models | Stability analysis | Nonlinear dynamical systems | Predictive control | Multi-agent systems

9. From Static and Dynamic Perspectives: A Survey on Historical Data Benchmarks of Control Performance Monitoring NSTL国家科技图书文献中心

Pengyu Song | Jie Wang ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(2) - 300～316 - 共17页

摘要：In recent decades, control performance | monitoring (CPM) has experienced remarkable progress in | research and industrial applications. While CPM research | has been investigated using various benchmarks, the | historical data benchmark (HIS) has garnered the most

关键词： Benchmark testing | Monitoring | Data models | Process control | Artificial intelligence | Servomotors | Analytical models | Regulation | Data analysis | Surveys

10. Event-Triggered Robust Parallel Optimal Consensus Control for Multiagent Systems NSTL国家科技图书文献中心

Qinglai Wei | Shanshan Jiao ... - 《IEEE/CAA journal of automatica sinica》 - 2025,12(1) - 40～53 - 共14页

摘要：This paper highlights the utilization of | parallel control and adaptive dynamic programming (ADP | ) for event-triggered robust parallel optimal | consensus control (ETRPOC) of uncertain nonlinear | continuous-time multiagent systems (MASs). First, the

关键词： Event detection | Simulation | Stability criteria | Artificial neural networks | Consensus control | Control systems | Dynamic programming | Performance analysis | Numerical stability | Multi-agent systems

摘要：Learning-based methods have become mainstream | for solving residential energy scheduling problems | . In order to improve the learning efficiency of | existing methods and increase the utilization of | renewable energy, we propose the Dyna action-dependent

关键词： Training | Renewable energy sources | Adaptation models | Processor scheduling | Computational modeling | Microgrids | Benchmark testing | Dynamic programming | Planning | Energy storage

摘要：In this paper, the multiagent systems (MASs | ) typically with heterogeneous unknown nonlinearities and | nonidentical unknown control coefficients are studied | . Although the model information of MASs is coarse, the | leader-following consensus is still pursued, with a

关键词： Protocols | Control design | Topology | Multi-agent systems

摘要：The economic dispatch problem (EDP) of micro | -grids operating in both grid-connected and isolated | modes within an energy internet framework is addressed | in this paper. The multiagent leader-following | consensus algorithm is employed to address the EDP of

关键词： Economics | Power supplies | Energy Internet | Microgrids | Switches | Consensus algorithm | Robustness | Topology | Resource management | Convergence

摘要：As a crucial storage and buffering apparatus | for balancing the production and consumption of | byproduct gases in industrial processes, accurate | prediction of gas tank levels is essential for optimizing | energy system scheduling. Considering that the

关键词： Knowledge engineering | Accuracy | Transfer learning | Switches | Optimal scheduling | Production | Valves | Prediction algorithms | Real-time systems | Steel

摘要：The increasingly stringent performance | requirement in integrated circuit manufacturing | , characterized by smaller feature sizes and higher productivity | , necessitates the wafer stage executing a extreme motion with | the accuracy in terms of nanometers. This demanding

关键词： Noise | Uncertainty | Data models | Semiconductor device modeling | Convergence | Accuracy | Stochastic processes | Adaptation models | Integrated circuit modeling | Feedforward systems

摘要：In this study, we consider a single-link | flexible manipulator in the presence of an unknown Bouc | -Wen type of hysteresis and intermittent actuator | faults. First, an inverse hysteresis dynamics model is | introduced, and then the control input is divided into an

关键词： Actuators | Adaptation models | Fault tolerance | Additives | Fault tolerant systems | Artificial neural networks | Control systems | Numerical simulation | Hysteresis | Manipulator dynamics

摘要：This paper addresses the distributed nonconvex | optimization problem, where both the global cost function and | local inequality constraint function are nonconvex. To | tackle this issue, the p-power transformation and | penalty function techniques are introduced to reframe

关键词： Simulation | Cost function | Stability analysis | Linear matrix inequalities | Communication networks | Lagrangian functions | Multi-agent systems | Convergence

摘要：In this paper, the containment control problem | in nonlinear multi-agent systems (NMASs) under | denial-of-service (DoS) attacks is addressed. Firstly | , a prediction model is obtained using the broad | learning technique to train historical data generated by

关键词： Adaptation models | Simulation | Predictive models | Denial-of-service attack | Prediction algorithms | Data models | Stability analysis | Nonlinear dynamical systems | Predictive control | Multi-agent systems

摘要：In recent decades, control performance | monitoring (CPM) has experienced remarkable progress in | research and industrial applications. While CPM research | has been investigated using various benchmarks, the | historical data benchmark (HIS) has garnered the most

关键词： Benchmark testing | Monitoring | Data models | Process control | Artificial intelligence | Servomotors | Analytical models | Regulation | Data analysis | Surveys

摘要：This paper highlights the utilization of | parallel control and adaptive dynamic programming (ADP | ) for event-triggered robust parallel optimal | consensus control (ETRPOC) of uncertain nonlinear | continuous-time multiagent systems (MASs). First, the

关键词： Event detection | Simulation | Stability criteria | Artificial neural networks | Consensus control | Control systems | Dynamic programming | Performance analysis | Numerical stability | Multi-agent systems

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