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基于多状态空间的动态重构系统安全分析技术 被引量:1
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作者 赵诺 赵廷弟 冯畅 《系统工程与电子技术》 EI CSCD 北大核心 2014年第2期317-325,共9页
动态重构系统安全机理分析的主要困难在于系统的复杂特性,这种复杂特性集中表现在动态重构系统功能主体的动态变化。这种动态变化导致了难以获得系统的安全机理,即导致危险产生的系统故障状态演变过程。首先分析了动态重构系统功能主体... 动态重构系统安全机理分析的主要困难在于系统的复杂特性,这种复杂特性集中表现在动态重构系统功能主体的动态变化。这种动态变化导致了难以获得系统的安全机理,即导致危险产生的系统故障状态演变过程。首先分析了动态重构系统功能主体变化带来的多状态空间的分析问题;然后在多状态空间的问题基础上提出了一种危险引导的系统多元故障分析方法,从而分析系统安全机理,获得多状态空间下的系统故障状态演变过程。最后以动态重构航电系统为实例,对这种动态重构安全机理分析方法进行了应用说明。 展开更多
关键词 航空航天系统工程 动态重构 多状态空间 危险引导
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基于多状态空间划分的风电机组非完美维修决策 被引量:1
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作者 张晓红 张剑飞 +3 位作者 何于港 甘婕 王金贺 王欣洁 《太阳能学报》 EI CAS CSCD 北大核心 2022年第11期203-214,共12页
对风电机组的合理维护维修是减少风电场运维成本的重要方式。同一风电场的多台风力发电机构成了一个典型的多部件系统,各风力发电机的运行性能共同决定了系统整体的运行效率和维修需求。同时,对各风力发电机的维修效果也将影响到系统后... 对风电机组的合理维护维修是减少风电场运维成本的重要方式。同一风电场的多台风力发电机构成了一个典型的多部件系统,各风力发电机的运行性能共同决定了系统整体的运行效率和维修需求。同时,对各风力发电机的维修效果也将影响到系统后续的可利用率和维修决策。该文以同一风电场中多台风力发电机的主轴组成的同型多部件系统为对象,在考虑非完美维修的条件下制定基于周期检测的视情机会维修策略;构建考虑非完美维修的多状态退化空间划分模型,以定义系统状态与维修需求的表示及关系,并归纳推导系统维修需求概率的计算模型和非完美维修干预下的系统退化及维修恢复过程中的状态转移概率;在此基础上,建立系统平均费用率解析模型,以确定最优的检测周期和维修阈值。通过某风电场的主轴实际运行数据进行数值实验,验证策略和模型的正确性和有效性,并对参数进行灵敏度分析以说明模型的适用性。结果表明该策略能有效减少风电场的运维成本。 展开更多
关键词 风电机组 维修 决策 多状态退化空间划分 非完美维修
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基于高阶Markov链模型的风电功率预测性能分析 被引量:13
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作者 周封 金丽斯 +1 位作者 王丙全 张再利 《电力系统保护与控制》 EI CSCD 北大核心 2012年第6期6-10,16,共6页
为了提高短期风电功率预测的精度,提出一种基于Markov链理论的预测算法。该算法直接对风电功率数据进行分析,划分了四种状态空间,并根据状态空间数和建模数据量的不同分别建立一阶和二阶Markov链模型。采用新误差公式NRMSE,给出不同状... 为了提高短期风电功率预测的精度,提出一种基于Markov链理论的预测算法。该算法直接对风电功率数据进行分析,划分了四种状态空间,并根据状态空间数和建模数据量的不同分别建立一阶和二阶Markov链模型。采用新误差公式NRMSE,给出不同状态空间数和建模数据量下的一阶、二阶Markov链模型预测性能比较结果。进一步给出在选取相同状态空间数、相同建模数据量的情况下,一阶和二阶Markov链模型的灵敏度分析。经实例验证,该算法能有效地提高单点值预测精度,并且给出了与预测值相关的概率分布结果。 展开更多
关键词 风电功率预测 MARKOV链 多状态空间 高阶模型
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基于改进粒子滤波的煤矿视频监控模糊目标检测 被引量:8
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作者 杨超宇 李策 +1 位作者 梁胤程 杨峰 《吉林大学学报(工学版)》 EI CAS CSCD 北大核心 2017年第6期1976-1985,共10页
针对煤矿井下智能视频监控采集到的视频图像质量较差、干扰多、噪点多、目标检测不准确等问题,提出了一种基于改进粒子滤波的模糊目标检测方法。在标准粒子滤波理论框架下,以视频多图像帧差为基础构建非线性、非高斯多系统状态空间融合... 针对煤矿井下智能视频监控采集到的视频图像质量较差、干扰多、噪点多、目标检测不准确等问题,提出了一种基于改进粒子滤波的模糊目标检测方法。在标准粒子滤波理论框架下,以视频多图像帧差为基础构建非线性、非高斯多系统状态空间融合模型;在图像帧差得到的关键点区域范围内进行粒子抽样及概率密度的传播;利用加权后验样本粒子表示多系统状态空间融合模型的后验概率密度;采用样本均值方法融合估计系统后验状态;最后对系统状态空间模型进行输出,得到目标检测结果。使用三交河煤矿井下视频监控数据进行试验验证,分别釆用改进的粒子滤波、标准粒子滤波、无损卡尔曼滤波以及扩展卡尔曼滤波等方法进行对比。试验结果表明:针对煤矿井下视频模糊目标检测问题,改进的多状态空间模型及关键区域采样粒子滤波算法具有良好的目标检测效果。 展开更多
关键词 信息处理技术 目标检测 粒子滤波 多状态空间 关键区域采样
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Multipartite State Representations in Multi-mode Fock Space and Their Squeezing Transformations 被引量:1
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作者 YUAN Hong-Chun LI Heng-Mei QI Kai-Guo 《Communications in Theoretical Physics》 SCIE CAS CSCD 2007年第1期31-34,共4页
We present the continuous state vector of the total coordinate of multi-partlcle and the state vector of their total momentum, respectively, which possess completeness relation in multi-mode Fock space by virtue of th... We present the continuous state vector of the total coordinate of multi-partlcle and the state vector of their total momentum, respectively, which possess completeness relation in multi-mode Fock space by virtue of the integration within an order product (IWOP) technique. We also calculate the transition from classical transformation of variables in the states to quantum unitary operator, deduce a new multi-mode squeezing operator, and discuss its squeezing effect. In progress, it indicates that the IWOP technique provides a convenient way to construct new representation in quantum mechanics. 展开更多
关键词 IWOP technique multipartite state representations squeezing operator
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Analysis and Prototyping of Multicellular DC-DC Transformer for Environmentally Friendly Data Centers
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作者 Yusuke Hayashi Tamotsu Ninomiya 《Journal of Energy and Power Engineering》 2016年第5期313-323,共11页
A multicellular DCX (dc-dc transformer) using unregulated cell converters has been proposed for the environmentally friendly data centers. The high speed cell converter with the switching frequency over MHz behaves ... A multicellular DCX (dc-dc transformer) using unregulated cell converters has been proposed for the environmentally friendly data centers. The high speed cell converter with the switching frequency over MHz behaves as an ideal transformer, and this behavior solves the voltage imbalance issue in the multicellular converter topology. The analysis of the unregulated cell converter is conducted by using the state space averaging method, and the operation condition for the ideal transformer is specified. The behavior of the multicellular DCX using the high speed cell converters has been also analyzed, and the voltage imbalance issue among cell converters is discussed quantitatively. A prototype of a 19.2 kW 384 V-384 V multicellular DCX using sixty-four unregulated cell converters is fabricated and the validity of the analyses is verified. 展开更多
关键词 DCX (dc-dc transformer) high frequency dc-dc converter ISOP (input series output parallel) IPOS (input parallel output series) state space averaging method.
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Dynamic analysis on methanation reactor using a double-input–multi-output linearized model
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作者 李星星 李佳庚 +1 位作者 杨伯伦 张勇 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2015年第2期389-397,共9页
A double-input–multi-output linearized system is developed using the state-space method for dynamic analysis of methanation process of coke oven gas.The stability of reactor alone and reactor with feed-effluent heat ... A double-input–multi-output linearized system is developed using the state-space method for dynamic analysis of methanation process of coke oven gas.The stability of reactor alone and reactor with feed-effluent heat exchanger is compared through the dominant poles of the system transfer functions.With single or double disturbance of temperature and CO concentration at the reactor inlet,typical dynamic behavior in the reactor,including fast concentration response,slow temperature response and inverse response,is revealed for further understanding of the counteraction and synergy effects caused by simultaneous variation of concentration and temperature.Analysis results show that the stability of the reactor loop is more sensitive than that of reactor alone due to the positive heat feedback.Remarkably,with the decrease of heat exchange efficiency,the reactor system may display limit cycle behavior for a pair of complex conjugate poles across the imaginary axis. 展开更多
关键词 Coke oven gas methanation Synthetic natural gas Double-input–multi-output linearized system Dynamic analysis Limit cycle behavior
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A new coordination method for multi-robot system
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作者 谢文龙 Su Jianbo 《High Technology Letters》 EI CAS 2009年第1期1-6,共6页
This paper proposes a new coordination method for multi-robot system.The state space for a multi-robot system is constructed according to the task requirements and system characteristics.Reachable statefor the system ... This paper proposes a new coordination method for multi-robot system.The state space for a multi-robot system is constructed according to the task requirements and system characteristics.Reachable statefor the system is constrained by the system s internal and external constraints,under which the task isexecutable if there exists a state transition trajectory from the initial to the goal state in its state space.Ifthe task is realizable,the feasible or the optimal strategy for task execution could then be investigated inthe state space.Otherwise,the task could be modified to be realizable via adjusting system s configura-tions and/or task constraints,which provides critical guidance for system reconstructions.This con-tributes to the designing and planning of the robotic tasks.Experiments of multi-robot formation movementare conducted to show the validity of the proposed method. 展开更多
关键词 multi-robot system COORDINATION state space state transition
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A reduced-order-model-based multiple-in multiple-out gust alleviation control law design method in transonic flow 被引量:2
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作者 CHEN Gang WANG Xian LI YueMing 《Science China(Technological Sciences)》 SCIE EI CAS 2014年第2期368-378,共11页
Gust alleviation is very important to a large flexible aircraft.A nonlinear low-order aerodynamic state space model is required to model the nonlinear aeroelastic responses due to gust.Based on the proper orthogonal d... Gust alleviation is very important to a large flexible aircraft.A nonlinear low-order aerodynamic state space model is required to model the nonlinear aeroelastic responses due to gust.Based on the proper orthogonal decomposition method,a reduced order modeling of gust loads was proposed.And then the open-loop and closed-loop reduced order state space model for the transonic aeroelastic system was developed.The static output feed back control scheme was used to design a simple multiple-in multiple-out(MIMO)gust alleviation control law.The control law was demonstrated with the Goland+wing model with four control surfaces.The simulation results of different discrete gusts show the capability and good performance of the designed MIMO controller in transonic gust alleviation. 展开更多
关键词 transonic gust alleviation reduced order model proper orthogonal decomposition static output feed back
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Bi-dimension decomposed hidden Markov models for multi-person activity recognition
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作者 Wei-dong ZHANG Feng CHEN Wen-li XU 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第6期810-819,共10页
We present a novel model for recognizing long-term complex activities involving multiple persons. The proposed model, named ‘decomposed hidden Markov model’ (DHMM), combines spatial decomposition and hierarchical ab... We present a novel model for recognizing long-term complex activities involving multiple persons. The proposed model, named ‘decomposed hidden Markov model’ (DHMM), combines spatial decomposition and hierarchical abstraction to capture multi-modal, long-term dependent and multi-scale characteristics of activities. Decomposition in space and time offers conceptual advantages of compaction and clarity, and greatly reduces the size of state space as well as the number of parameters. DHMMs are efficient even when the number of persons is variable. We also introduce an efficient approximation algorithm for inference and parameter estimation. Experiments on multi-person activities and multi-modal individual activities demonstrate that DHMMs are more efficient and reliable than familiar models, such as coupled HMMs, hierarchical HMMs, and multi-observation HMMs. 展开更多
关键词 Multi-channel setting Hierarchical modeling Hidden Markov model Activity recognition
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