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Layered Temporal Spatial Graph Attention Reinforcement Learning for Multiplex Networked Industrial Chains Energy Management
《Tsinghua Science and Technology》2025年第2期528-542,共15页Yuanshuang Jiang Kai Di Xingyu Wu Zhongjian Hu Fulin Chen Pan Li Yichuan Jiang 
supported by the National Key Research and Development Program of China(No.2022YFB3304400);the National Natural Science Foundation of China(Nos.62303111,62076060,and 61932007);the Key Research and Development Program of Jiangsu Province of China(No.BE2022157);the Defense Industrial Technology Development Program(No.JCKY2021214B002);the Fellowship of China Postdoctoral Science Foundation(No.2022M720715).
Demand response has recently become an essential means for businesses to reduce production costs in industrial chains.Meanwhile,the current industrial chain structure has also become increasingly complex,forming new c...
关键词：demand response multiplex networked industrial chains MULTIAGENT reinforcement learning 
Nonlinear observer-based state-of-charge balancing of networked battery energy storage systems
《Journal of Control and Decision》2025年第1期49-64,共16页Tingyang Meng Zongli Lin Yan Wan Yacov A.Shamash 
supported in part by the US Office of Naval Research under grants N00014-20-1-2858,N00014-22-1-2001,and N00014-23-1-2124.
In this paper,we propose an observer-based algorithm for balancing the state-of-charge(SoC)among battery units in a battery energy storage system(BESS).The dynamical behaviour of a battery unit is approximated by an e...
关键词：MICROGRIDS networked battery energy storage systems power distribution state-of-charge balancing equivalent circuit model nonlinear observer 
Time-of-Use Price Resource Scheduling in Multiplex Networked Industrial Chains
《Tsinghua Science and Technology》2025年第1期303-317,共15页Pan Li Kai Di Xinlei Bai Fulin Chen Yuanshuang Jiang Xiping Fu Yichuan Jiang 
supported by the National Key Research and Development Program of China(No.2022YFB3304400);the National Natural Science Foundation of China(Nos.62303111,62076060,and 61932007);the Key Research and Development Program of Jiangsu Province of China(No.BE2022157);the Defense Industrial Technology Development Program(No.JCKY2021214B002);the Fellowship of China Postdoctoral Science Foundation(No.2022M720715).
With the advancement of electronic information technology and the growth of the intelligent industry,the industrial sector has undergone a shift from simplex,linear,and vertical chains to complex,multi-level,and multi...
关键词：multiplex networked industrial chains resource scheduling time-of-use price 
Distributed Control of Networked Microgrid with Heterogeneous Energy Storage Units Considering Multiple Types of Time Delays
《Journal of Modern Power Systems and Clean Energy》2024年第6期1930-1941,共12页Guoxiu Jing Bonan Huang Rui Wang Chao Yang Qiuye Sun 
This work was supported in part by the National Key Research and Development Program of China(No.2018YFA0702200);the National Natural Science Foundation of China(No.52377079);the Liaoning Revitalization Talents Program of China(No.XLYC2007181);the Fundamental Research Funds for the Central Universities(No.N2204010).
This paper focuses on the distributed control prob-lem in a networked microgrid(NMG)with heterogeneous ener-gy storage units(HESUs)in the environment considering multi-ple types of time delays,which include the state,...
关键词：Networked microgrid(NMG) heterogeneous energy storage unit(HESU) distributed control time delay 
Wireless Networked Cognitive Radar System:Overview and Design Guidelines
《China Communications》2024年第12期1-27,共27页Wu Qinhao Wang Hongqiang Zhang Bo Wang Shuai 
This work was supported by the National Natural Science Foundation of China under Grant No.91948303.
Cognitive radar is a concept proposed by Simon Haykin in 2006 as a new generation of radar system that imitates human cognitive features.Different from the adaptive signal processing at the receiver in adaptive radar,...
关键词：electronic countermeasures networked cognitive radar OODA loop radar-communication co-design spectrum sensing 
Design of zero-determinant strategies and its application to networked repeated games
《Science China(Information Sciences)》2024年第10期223-239,共17页Daizhan CHENG Changxi LI 
supported by National Natural Science Foundation of China(Grant Nos.62103232,62073315,62350037);Natural Science Fund of Shandong Province(Grant No.ZR2021QF005);Taishan Scholar Project of Shandong Province(Grant No.tsqn202312033)。
Using the semi-tensor product(STP)of matrices,the profile evolutionary equation(PEE)for repeated finite games is obtained.By PEE,the zero-determinant(ZD)strategies are developed for general finite games.A formula is t...
关键词：finite repeated game profile evolutionary equation ZD strategy networked repeated games semi-tensor product of matrices 
Graph Neural Network Based Column Generation for Energy Management in Networked Microgrid
《Journal of Modern Power Systems and Clean Energy》2024年第5期1506-1519,共14页Yuchong Huo Zaiyu Chen Qun Li Qiang Li Minghui Yin 
supported in part by the National Science Foundation of China(No.51977111);the Jiangsu Qinglan Project;the State Grid Corporation Science and Technology Project“Key technologies of active frequency support for mid and long distance offshore wind farm with multiple grid-forming converter connected via VSC-HVDC”(No.5108-202218280A-2-241-XG)。
In this paper,we apply a model predictive control based scheme to the energy management of networked microgrid,which is reformulated based on column generation.Although column generation is effective in alleviating th...
关键词：Column generation energy management graph neural network machine learning MICROGRID 
Networked dynamic systems with higher-order interactions:stability versus complexity
《National Science Review》2024年第9期285-295,共11页Ye Wang Aming Li Long Wang 
supported by the National Key Research and Development Program of China(2022YFA1008400);the National Natural Science Foundation of China(62036002 and 62173004);the Beijing Nova Program(Z211100002121105).
The stability of complex systems is profoundly affected by underlying structures,which are often modeled as networks where nodes indicate system components and edges indicate pairwise interactions between nodes.Howeve...
关键词：networked system set structure higher-order interaction stability criteria 
An Embedded Consensus ADMM Distribution Algorithm Based on Outer Approximation for Improved Robust State Estimation of Networked Microgrids被引量：1
《Journal of Modern Power Systems and Clean Energy》2024年第4期1217-1226,共10页Zifeng Zhang Yuntao Ju 
supported by the National Natural Science Foundation of China(No.5217070269).
Networked microgrids(NMGs)are critical in theaccommodation of distributed renewable energy.However,theexisting centralized state estimation(SE)cannot meet the demandsof NMGs in distributed energy management.The curren...
关键词：Distributed optimization alternating direction of multiplier methods(ADMM) robust state estimation(RSE) mixed-integer nonlinear programming(MINLP) networked microgrid(NMG) 
Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems With Unreliable Communication Channel: A Buffer-Aided Strategy
《IEEE/CAA Journal of Automatica Sinica》2024年第7期1566-1578,共13页Yuhan Zhang Zidong Wang Lei Zou Yun Chen Guoping Lu 
supported in part by the National Natural Science Foundation of China (61933007,62273087,U22A2044,61973102,62073180);the Shanghai Pujiang Program of China (22PJ1400400);the Royal Society of the UK;the Alexander von Humboldt Foundation of Germany。
This paper concerns ultimately bounded output-feedback control problems for networked systems with unknown nonlinear dynamics. Sensor-to-observer signal transmission is facilitated over networks that has communication...
关键词：Buffer-aided strategy neural networks nonlinear control output-feedback control unreliable communication channel 
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