MULTI-STEP

作品数：130被引量：268H指数：8
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相关机构：清华大学湖北师范学院鄂州职业大学盐城师范学院更多>>
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Multi-Step Clustering of Smart Meters Time Series:Application to Demand Flexibility Characterization of SME Customers
《Computer Modeling in Engineering & Sciences》2025年第1期869-907,共39页Santiago Bañales Raquel Dormido Natividad Duro 
supported by the Spanish Ministry of Science and Innovation under Projects PID2022-137680OB-C32 and PID2022-139187OB-I00.
Customer segmentation according to load-shape profiles using smart meter data is an increasingly important application to vital the planning and operation of energy systems and to enable citizens’participation in the...
关键词：Electric load clustering load profiling smart meters machine learning data mining demand flexibility demand response 
Automatic Generation Control in a Distributed Power Grid Based on Multi-step Reinforcement Learning
《Protection and Control of Modern Power Systems》2024年第4期39-50,共12页Wenmeng Zhao Tuo Zeng Zhihong Liu Lihui Xie Lei Xi Hui Ma 
supported by the National Natural Sci-ence Foundation of China(No.52277108);Guangdong Provincial Department of Science and Technology(No.2022A0505020015).
The increasing use of renewable energy in the power system results in strong stochastic disturbances and degrades the control performance of the distributed power grids.In this paper,a novel multi-agent collaborative ...
关键词：Automatic generation control Dyna framework distributed power grid MULTI-AGENT mod-el-based reinforcement learning 
Multi-step state-based opacity for unambiguous weighted machines
《Science China(Information Sciences)》2024年第11期207-217,共11页Zhipeng ZHANG Chengyi XIA Guoyuan QI Jun FU 
supported by National Natural Science Foundation of China(Grant Nos.62203328,62173247);Tianjin Natural Science Foundation of China(Grant Nos.21JCQNJC00840,22JCZDJC00550);National Key Research and Development Program of China(Grant No.2018AAA0101603)。
Opacity is a central concept in the issue of privacy security and has been studied extensively in fields such as finite automata,probabilistic automata,and stochastic automata.Here,we investigate the problem of valida...
关键词：logical dynamical systems weighted state machine state estimation OPACITY cyber physical systems 
SpikingMiniLM:energy-efficient spiking transformer for natural language understanding
《Science China(Information Sciences)》2024年第10期111-124,共14页Jiayu ZHANG Jiangrong SHEN Zeke WANG Qinghai GUO Rui YAN Gang PAN Huajin TANG 
supported by National Natural Science Foundation of China(Grant Nos.62236007,62306274,61925603);Huawei and Zhejiang University Brain-Inspired Computing Joint Innovation Research Project(Grant No.FA2019111021-2023-01)。
In the era of large-scale pretrained models,artificial neural networks(ANNs)have excelled in natural language understanding(NLU)tasks.However,their success often necessitates substantial computational resources and en...
关键词：spiking neural networks natural language understanding spiking Transformer spike-based attention multi-step encoding ANN-to-SNN distillation 
Optical secret sharing by multi-step liquid crystal planar doublet panning and coupling
《Chinese Optics Letters》2024年第8期21-28,共8页Zhichang Mo Yi Chen Xiangyu Zhu Zhouhao Zhang Dawei Li Jianda Shao Yuanan Zhao Jianguo Wang 
supported by the National Natural Science Foundation of China(No. 52002271);CAS Special Research Assistant Project;China Postdoctoral Science Foundation (No. 2021M703326);Key Foreign Cooperation Projects of Bureau of International Cooperation of Chinese Academy of Sciences(No. 181231KYSB20210001);Cooperation Project with Hong Kong,Macao,Taiwan supported by Science and Technology Commission of Shanghai Municipality(No. 22220760300)。
The hologram, which is formed by phases coupled through cascade devices for secret information sharing, still carries a cracking risk. We propose a liquid crystal planar doublet as the information carrier, and new hol...
关键词：liquid crystal HOLOGRAPHY optical steganography displacement coupled geometrical phase 
New Numerical Integration Formulations for Ordinary Differential Equations
《Advances in Pure Mathematics》2024年第8期650-666,共17页Serdar Beji 
An entirely new framework is established for developing various single- and multi-step formulations for the numerical integration of ordinary differential equations. Besides polynomials, unconventional base-functions ...
关键词：Single- and Multi-Step Numerical Integration Unconventional Base-Functions Ordinary Differential Equations 
Synthesis and molecular recognition characteristics of a tetrapodal benzene cage
《Chinese Chemical Letters》2024年第8期240-244,共5页Caihong Mao Yanfeng He Xiaohan Wang Yan Cai Xiaobo Hu 
support by the National Natural Science Foundation of China(No.22101260);Natural Science Foundation of Zhejiang Province(No.LQ22B020001).
In this contribution,we describe the preparation and recognition characteristics of a novel tetrapodal benzene cage(1).The cage can express a wide recognition range without losing selectivity for the object of appropr...
关键词：Cage molecules Host-guest chemistry Multi-step organic synthesis d-Lactate recognition l-Asp recognition 
Unraveling high efficiency multi-step sodium storage and bidirectional redox kinetics synergy mechanism of cobalt-doping vanadium disulfide anode
《Journal of Energy Chemistry》2024年第7期148-157,共10页Enzhi Li Mingshan Wang Yuanlong Feng Lin Yang Qian Li Zhenliang Yang Junchen Chen Bo Yu Bingshu Guo Zhiyuan Ma Yun Huang Jiangtao Liu Xing Li 
supported by the National Natural Science Foundation of China(Grant Nos.52072322,22209137,51604250);the Department of Science and Technology of Sichuan Province(CN)(GrantNos.2022YFG0294,23GJHZ0147,23ZDYF0262);Production-Education Integration Demonstration Project of Sichuan Province"Photovoltaic Industry Production-Education Integration Comprehensive Demonstration Base of Sichuan Province"(Sichuan Financial Education[2022]No.106.n)。
Sodium-based storage devices based on conversion-type metal sulfide anodes have attracted great atten-tion due to their multivalent ion redox reaction ability.However,they also suffer from sodium polysul-fides(NaPSs)s...
关键词：Sodium-ionbatteries Sodium-ion hybrid capacitors Pouch cells Vanadium disulfide Shuttle effect 
Extraction method of typical IEQ spatial distributions based on low-rank sparse representation and multi-step clustering
《Building Simulation》2024年第6期983-1006,共24页Yuren Yang Yang Geng Hao Tang Mufeng Yuan Juan Yu Borong Lin 
the China National Key Research and Development Program(Grant No.2022YFC3801300);the Young Scientists Fund of the National Natural Science Foundation of China(Grant No.52208113);the Key Program of National Natural Science Foundation of China(Grant No.52130803);the Hang Lung Center for Real Estate,Tsinghua University.The authors also express special thanks to the Command Center of Beijing Daxing International Airport for their long-term and strong support to this research.
Indoor environment quality(IEQ)is one of the most concerned building performances during the operation stage.The non-uniform spatial distribution of various IEQ parameters in large-scale public buildings has been demo...
关键词：indoor environment quality(IEQ) thermal environment spatial distribution temperature field low-rank sparse representation(LRSR) CLUSTERING 
Development and application of a multi-step porcine in vitro system to evaluate feedstuffs and feed additives for their efficacy in nutrient digestion,digesta characteristics,and intestinal immune responses
《Animal Nutrition》2024年第2期265-282,共18页Hee Yeon Kim Jun-Ok Moon Sung Woo Kim 
technical supports from all members of the Application Center at the CJ Blossom Park(Suwon,Republic of Korea)and Kim Lab at North Carolina State University(Raleigh,NC,USA);financial supports from North Carolina Agricultural Foundation(Raleigh,NC,USA)and CJ BIO(Seoul,Republic of Korea).
In vitro model provides alternatives to the use of live animals in research.In pig nutrition,there has been a tremendous increase in in vivo research over the decades.Proper utilization of in vitro models could provid...
关键词：DIGESTION Feed additive Feedstuff In vitro INTESTINE Pig 
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