MULTI-STATE

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Reset-Free Reinforcement Learning via Multi-State Recovery and Failure Prevention for Autonomous Robots
《Tsinghua Science and Technology》2024年第5期1481-1494,共14页Xu Zhou Benlian Xu Zhengqiang Jiang Jun Li Brett Nener 
supported by the National Natural Science Foundation of China(No.61876024);partly by the Higher Education Colleges in Jiangsu Province(No.21KJA510003);the Suzhou Municipal Science and Technology Plan Project(Nos.SYG202351 and SYG202129).
Reinforcement learning holds promise in enabling robotic tasks as it can learn optimal policies via trial and error.However,the practical deployment of reinforcement learning usually requires human intervention to pro...
关键词：reinforcement learning manual reset multi-state recovery failure prediction 
Multi-state photoluminescent properties of an overcrowded alkene-based molecular motor in aggregates
《Aggregate》2024年第5期1-8,共8页Yahan Shan Jinyu Sheng Qi Zhang Marc C.A.Stuart Da-Hui Qu Ben L.Feringa 
National Natural Science Foundation of China,Grant/Award Numbers:22220102004,22025503;Shanghai Municipal Science and Technology Major Project,Grant/Award Number:2018SHZDZX03;Innovation Program of Shanghai Municipal Education Commission,Grant/Award Number:2023ZKZD40;Fundamental Research Funds for the Central Universities,the Program of Introducing Talents of Discipline to Universities,Grant/Award Number:B16017;Science and Technology Commission of Shanghai Municipality,Grant/Award Number:21JC1401700;Starry Night Science Fund of Zhejiang University Shanghai Institute for Advanced Study,Grant/Award Number:SN-ZJU-SIAS-006;China Scholarship Council,Grant/Award Number:202006745016;Dutch Ministry of Education,Culture and Science,Grant/Award Number:024.001.035。
Photoisomerization and photoluminescence are two distinct energy dissipation path-ways in light-driven molecular motors.The photoisomerization properties of discrete molecular motors have been well established in solu...
关键词：aggregation-induced emission gelation-induced emission mechanochromicfluorescence molecular motor PHOTOLUMINESCENCE 
Optimal Operation Control Strategies for Active Distribution Networks Under Multiple States:A Systematic Review
《Journal of Modern Power Systems and Clean Energy》2024年第5期1333-1344,共12页Jingtao Zhao Zhi Wu Huan Long Huapeng Sun Xi Wu Chingchuen Chan Mohammad Shahidehpour 
supported in part by the Science and Technology Project of the State Grid Corporation of China(No.5108-202218280A-2-231-XG)。
With the large-scale integration of distributed renewable generation(DRG)and increasing proportion of power electronic equipment,the traditional power distribution network(DN)is evolving into an active distribution ne...
关键词：Multi-state control strategy active distribution network(ADN) identification indicator regulation capacity quantification 
Multi-state system reliability:An emerging paradigm for sophisticated engineered systems
《Frontiers of Engineering Management》2024年第3期568-575,共8页Yu LIU Tangfan XIAHOU Qin ZHANG Liudong XING Hong-Zhong HUANG 
supported by National Natural Science Foundation of China under grant numbers 72271044,72301057,and 72331002.
1 Introduction Reliability is defined as the probability that a system or component will perform its required function for a specified period of time under specified operating conditions(Ebeling,2019).Traditional reli...
关键词：SYSTEM STATE specified 
Dynamic Analysis of the Multi-state Reliability System with Priority Repair Discipline
《Acta Mathematicae Applicatae Sinica》2024年第3期665-694,共30页Aihemaitijiang YUMAIER Ehmet KASIM 
supported by the Natural Science Foundation of Xinjiang Uygur Autonomous Region(No.2022D01C46);National Natural Science Foundation of China(No.11801485)。
This paper considers a multi-state repairable system that is composed of two classes of components,one of which has a priority for repair.First,we investigate the well-posedenss of the system by applying the operator ...
关键词：multi-state system C0-SEMIGROUP Dirichlet operator WELL-POSEDNESS asymptotic behavior 
A novel multi-state bogie system reliability evaluation approach by extended d-MC model for high-speed trains
《Transportation Safety and Environment》2024年第3期35-46,共12页Yong Fu Ruoqu Liu Jisheng Dai Wenlong Zhu Xin Liu Yong Qin 
funded by the Hunan Science and Technology‘Lotus Bud’Talent Support Program(Grant No.2022TJ-XH-009).
Bogie is a pivotal system and plays a critical part in the safety and reliability management of high-speed rail.However,the available bogie system reliability analysis methods lack the consideration of multi-state cha...
关键词：MULTI-STATE system reliability BOGIE flow network extended d-MC model 
A Multi-State Model Study of the Disability-Free Life Expectancy Among Older Adults with Chronic Multimorbidity Based on CHARLS—China,2011–2020被引量：1
《China CDC weekly》2024年第28期695-698,I0002,共5页Shan Yang Panliang Zhong Xinran Shen Binbin Su Zuliyaer Talifu Shuai Guo Xiaoying Zheng 
Supported by the National Key Research and Development Program of China[No.2022YFC3600800];the Postdoctoral Fellowship Program of CPSF under Grant Number GZC20240134&GZC20240155.
What is already known about this topic?Chronic disease multimorbidity is prevalent among older Chinese people,seriously affecting their wellbeing and quality of life.What is added by this report?This study estimated t...
关键词：AMONG prevention MORBIDITY 
Development of diabetic complications and influencing factors among 32653 type 2 diabetes patients:retrospective cohort study using a multi-state Markov
《Medical Data Mining》2024年第2期1-8,共8页Shu-Yuan Shi Hou-Yu Zhao Zhi-Ke Liu Ruo-Gu Meng Peng Shen Si-Yan Zhan Hong-Bo Lin Feng Sun 
supported by the National Natural Science Foundation of China(grant No.72074011);the Real World Study Project of Hainan Boao Lecheng Pilot Zone(Real World Study Base of NMPA)(HNLC2022RWS012);the fundamental research funds for central public welfare research institutes(2023CZ-11);National Natural Science Foundation of China(No.82003536).
Background:Patients with type 2 diabetes are at high risk for developing multiple chronic complications.However,there is a lack of studies of the cumulative number of diabetic complications in China.Methods:A retrospe...
关键词：multi-state Markov model transition probability type 2 diabetes diabetic chronic complications 
Optimization of multi-state generation problem based on spatial information network topology
《High-Confidence Computing》2023年第1期58-65,共8页Peng Yang JiaYing Zhang Shijie Zhou Jinyu Zhou 
This work was supported by the Science and Technology Department of Sichuan Province,China(2023YFG0155).
Spatial information network is a kind of satellite network with high speed node movement and fast dynamic topology change.With the increasing number of low-orbit satellites,the research on the subnets topology and dyn...
关键词：Spatial information network Simulated annealing NSGA-II 
Dynamics of multi-state in a simplified mode-locked Yb-doped fiber laser
《Chinese Optics Letters》2022年第8期47-53,共7页Zexin Zhang Jinrong Tian Youshuo Cui Yunfeng Wu Yanrong Song 
This work was supported by the Beijing Natural Science Foundation(No.4192015);the National Natural Science Foundation of China(No.61975003).
The dispersive Fourier transform technique provides feasibility of exploring non-repetitive events and the buildup process in ultrafast lasers.In this paper,we report a new buildup process of dissipative solitons in a...
关键词：dispersive Fourier transform dynamics process simplified mode-locked fiber lasers dissipative soliton noise-like pulse DOUBLE-PULSE 
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