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SUMS OF DUAL TOEPLITZ PRODUCTS ON THE ORTHOGONAL COMPLEMENTS OF FOCK-SOBOLEV SPACES
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作者 陈泳 Young Joo Lee 《Acta Mathematica Scientia》 SCIE CSCD 2024年第3期810-822,共13页
We consider dual Toeplitz operators on the orthogonal complements of the FockSobolev spaces of all nonnegative real orders.First,for symbols in a certain class containing all bounded functions,we study the problem of ... We consider dual Toeplitz operators on the orthogonal complements of the FockSobolev spaces of all nonnegative real orders.First,for symbols in a certain class containing all bounded functions,we study the problem of when an operator which is finite sums of the dual Toeplitz products is compact or zero.Next,for bounded symbols,we construct a symbol map and exhibit a short exact sequence associated with the C^(*)-algebra generated by all dual Toeplitz operators with bounded symbols. 展开更多
关键词 dual Toeplitz operators Fock-Sobolev spaces symbol map
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Space Topologies and Their Dual Space Topologies for Conventional Functional Space Topologies
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作者 Mahjoub A. Elamin 《Journal of Applied Mathematics and Physics》 2024年第3期778-804,共27页
In this paper, we have studied the topology of some classical functional spaces. Among these spaces, there are standard spaces, spaces that can be metrizable and others that cannot be metrizable. But they are all topo... In this paper, we have studied the topology of some classical functional spaces. Among these spaces, there are standard spaces, spaces that can be metrizable and others that cannot be metrizable. But they are all topological vector spaces and it is in this context that we have chosen to present this work. We are interested in the topology of its spaces and in the topologies of their dual spaces. The first part, we presented the fundamental topological properties of topological vector spaces. The second part, we studied Frechet spaces and particularly the space S(R<sup>n</sup>) of functions of class C<sup>∞ </sup>on R<sup>n</sup> which are as well as all their rapidly decreasing partial derivatives. We have also studied its dual S'(Rn</sup>) the space of tempered distributions. The last part aims to define a topological structure on an increasing union of Frechet spaces called inductive limit of Frechet spaces. We study in particular the space D(Ω) of functions of class C<sup>∞</sup> with compact supports on Ω as well as its dual D' (Ω) the space distributions over the open set Ω. 展开更多
关键词 Linear Forms dual spaces Frechet spaces Partial Derivatives DISTRIBUTIONS Topological Structure Weak Topology Strong Topology
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The Dual of the Two-Variable Exponent Amalgam Spaces (Lq(),lp())(Ω)
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作者 Sambourou Massinanke Sékou Coulibaly Mamadou Traore 《Journal of Applied Mathematics and Physics》 2024年第2期383-431,共49页
Wiener amalgam spaces are a class of function spaces where the function’s local and global behavior can be easily distinguished. These spaces are ex-tensively used in Harmonic analysis that originated in the work of ... Wiener amalgam spaces are a class of function spaces where the function’s local and global behavior can be easily distinguished. These spaces are ex-tensively used in Harmonic analysis that originated in the work of Wiener. In this paper: we first introduce a two-variable exponent amalgam space (L<sup>q</sup><sup>()</sup>,l<sup>p</sup><sup>()</sup>)(Ω). Secondly, we investigate some basic properties of these spaces, and finally, we study their dual. 展开更多
关键词 Amalgam spaces Variable Exponent Lebesgue spaces dual of a Vector space
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THE DUAL OF NONCOMMUTATIVE LORENTZ SPACES 被引量:3
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作者 韩亚洲 Turdebek N. Bekjan 《Acta Mathematica Scientia》 SCIE CSCD 2011年第5期2067-2080,共14页
We prove some noncommutative analogues of the classical results about dual spaces of the classical Lorentz spaces.
关键词 dual spaces noncommutayive Lorentz spaces operator algebras
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基于B-dual-space的摄像机标定
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作者 徐磊 杨刚 《电子科技》 2011年第11期70-73,89,共5页
针对摄像机标定,提出了一种基于B-dual-space的改进型平面标定法。首先介绍了B-dual-space的概念和基本性质;并将B-dual-space与张正友的平板标定法相结合,提出了改进型的平面标定算法,这一方法继承了张的方法中二阶畸变模型的使用,相较... 针对摄像机标定,提出了一种基于B-dual-space的改进型平面标定法。首先介绍了B-dual-space的概念和基本性质;并将B-dual-space与张正友的平板标定法相结合,提出了改进型的平面标定算法,这一方法继承了张的方法中二阶畸变模型的使用,相较Tsai的方法畸变模型更精细;然后,用棋盘标定平板实验验证了算法的有效性,通过与另外两种经典标定方法的标定结果比较,显示该方法的精度与张正友的方法接近。 展开更多
关键词 摄像机标定 B-dual-space 消失点
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Ordered Generalized Sequence Spaces and their Duals
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作者 卜庆营 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1995年第3期7-10,共4页
The main result of this paper is the identification of the sequential order dual [∧(X)]so containing sequentially order continuous linear functionals on the ordered generalized sequence space ∧(X) with its generaliz... The main result of this paper is the identification of the sequential order dual [∧(X)]so containing sequentially order continuous linear functionals on the ordered generalized sequence space ∧(X) with its generalized Kothe dual ∧x(Xso), defined corresponding to the dual pair <X, Xso>. 展开更多
关键词 ss: GENERALIZED SEQUENCE space order dual Kothe dual
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Dual Space Analyzing Based on Symmetry Properties for Phonons of Si Quantum Dot
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作者 QIN Guo-Yi REN Shang-Fen ZHANG Zhi-Yong 《Communications in Theoretical Physics》 SCIE CAS CSCD 2002年第7期91-98,共8页
Phonon modes in spherical Si quantum dots (QDs) with up to 7.9 nm in diameter are calculated by using the projection operators of the group theory into valence force field model. The phonons of dot modes in each of fi... Phonon modes in spherical Si quantum dots (QDs) with up to 7.9 nm in diameter are calculated by using the projection operators of the group theory into valence force field model. The phonons of dot modes in each of five irreducible representations (symmetries) are classified by using a dual space analysis method. It is found that the bulk-like modes with localization radius much smaller than the dot's radius have clearly pronounced bulk specific-κdefinite bulk band (one in six modes). In Si dots of all sizes, each specific bulk-like dot mode has specific symmetry.TO dot modes and bulk-like X-derived TA and LA dot modes red-shift in frequency with decreasing dot size. There is almost not LO/TO mixing for bulk-like modes. As for the surface-like modes localized at the periphery of the dot,their eigenmodes have not a dominant bulk specific-κ point parentage or a dominant BZ parentage around some special point. They are a superposition of many bulk bands with κ from all over the bulk BZ. They have much significant mode mixing than the bulk-like phonons. The classification of dot modes based on the symmetry of group theory will bring advantageous to the discussion of Ramam spectrum, electron-phonon interaction and other phonon-assisted effects in QDs. 展开更多
关键词 PHONON modes quantum dots dual space ANALYZING
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BANACH SPACES AND INEQUALITIES ASSOCIATED WITH NEW GENERALIZATION OF CESàRO MATRIX 被引量:1
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作者 Feyzi BASAR Hadi ROOPAEI 《Acta Mathematica Scientia》 SCIE CSCD 2023年第4期1518-1536,共19页
Let the triangle matrix A^(ru)be a generalization of the Cesàro matrix and U∈{c_(0),c,l_(∞)}.In this study,we essentially deal with the space U(A^(ru))defined by the domain of A^(ru)in the space U and give the ... Let the triangle matrix A^(ru)be a generalization of the Cesàro matrix and U∈{c_(0),c,l_(∞)}.In this study,we essentially deal with the space U(A^(ru))defined by the domain of A^(ru)in the space U and give the bases,and determine the Kothe-Toeplitz,generalized K?theToeplitz and bounded-duals of the space U(A^(ru)).We characterize the classes(l_(∞)(A^(ru)):l_(∞)),(l_(∞)(A^(ru)):c),(c(A^(ru)):c),and(U:V(A^(ru)))of infinite matrices,where V denotes any given sequence space.Additionally,we also present a Steinhaus type theorem.As an another result of this study,we investigate the l_(p)-norm of the matrix A^(ru)and as a result obtaining a generalized version of Hardy's inequality,and some inclusion relations.Moreover,we compute the norm of well-known operators on the matrix domain l_(p)(A^(ru)). 展开更多
关键词 matrix domain normed sequence space duals and matrix transformations
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A semantic and emotion-based dual latent variable generation model for a dialogue system 被引量:1
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作者 Ming Yan Xingrui Lou +2 位作者 Chien Aun Chan Yan Wang Wei Jiang 《CAAI Transactions on Intelligence Technology》 SCIE EI 2023年第2期319-330,共12页
With the development of intelligent agents pursuing humanisation,artificial intelligence must consider emotion,the most basic spiritual need in human interaction.Traditional emotional dialogue systems usually use an e... With the development of intelligent agents pursuing humanisation,artificial intelligence must consider emotion,the most basic spiritual need in human interaction.Traditional emotional dialogue systems usually use an external emotional dictionary to select appropriate emotional words to add to the response or concatenate emotional tags and semantic features in the decoding step to generate appropriate responses.However,selecting emotional words from a fixed emotional dictionary may result in loss of the diversity and consistency of the response.We propose a semantic and emotion-based dual latent variable generation model(Dual-LVG)for dialogue systems,which is able to generate appropriate emotional responses without an emotional dictionary.Different from previous work,the conditional variational autoencoder(CVAE)adopts the standard transformer structure.Then,Dual-LVG regularises the CVAE latent space by introducing a dual latent space of semantics and emotion.The content diversity and emotional accuracy of the generated responses are improved by learning emotion and semantic features respectively.Moreover,the average attention mechanism is adopted to better extract semantic features at the sequence level,and the semi-supervised attention mechanism is used in the decoding step to strengthen the fusion of emotional features of the model.Experimental results show that Dual-LVG can successfully achieve the effect of generating different content by controlling emotional factors. 展开更多
关键词 conditional variational autoencoder dual latent space emotional responses latent variable generation
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SIR phasing by combination of SOLVE/RESOLVE and dual-space fragment extension involving OASIS
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作者 何尧 古元新 +2 位作者 林政炯 郑朝德 范海福 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第10期3022-3028,共7页
A new phasing procedure has been proposed for dealing with single isomorphous replacement (SIR) x-ray diffraction data. The procedure combines SOLVE/RESOLVE with the dual-space fragment extension involving OASIS. Tw... A new phasing procedure has been proposed for dealing with single isomorphous replacement (SIR) x-ray diffraction data. The procedure combines SOLVE/RESOLVE with the dual-space fragment extension involving OASIS. Two sets of SIR data at 0.28 nm resolution taken from the protein (R)-phycoerythrin (PDB code: 1LIA) were used in the test. For one of the two SIR data sets, a default run of SOLVE/RESOLVE based on the heavy-atom substructure found by SHLEXD led automatically to an interpretable electron density map. OASIS could not effectively improve the result. For the other set of SIR data, SOLVE/RESOLVE resulted in a fragmented model consisting of 454 of the total 668 residues, in which only 29 residues were docked into the sequence. Based on this model, 7 iteration cycles of OASIS-DM- RESOLVE (build only) yielded automatically a model of 547 residues with 133 residues docked into the sequence. The overall-averaged phase error decreased considerably and the quality of electron density map was improved significantly. Two more cycles of iterative OASIS-DM-RESOLVE were carried out, in which the output phases and figures of merit from DM were merged with that from the original run of SOLVE/RESOLVE before they were passed onto RESOLVE (build only). This led automatically to a model containing 452 residues with 173 docked into the sequence. The resultant electron density map is manually traceable. It is concluded that when results of SOLVE/RESOLVE are not sufficiently satisfactory, the combination of SOLVE/RESOLVE and OASIS-DM-RESOLVE (build only) may significantly improve them. 展开更多
关键词 SIR phasing SOLVE/RESOLVE OASIS dual-space fragment extension for proteins
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Study on Factors Influencing Urban-rural Dual Economic Structure of Chongqing Based on the State Space Variable Parameter Method
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作者 Xiuchuan XU Yuqing WANG Xiang HE 《Asian Agricultural Research》 2013年第11期9-13,共5页
Firstly,this paper reviews and analyzes historic background of urban-rural integration of Chongqing,and the evolution and trend of urban and rural dual economic structure.On the basis of previous researches,it selects... Firstly,this paper reviews and analyzes historic background of urban-rural integration of Chongqing,and the evolution and trend of urban and rural dual economic structure.On the basis of previous researches,it selects factors and variables influencing urban and rural dual economic structure,and establishes an econometric model.By state space Kalman filtering method,it analyzes dynamic influence of factors upon urban-rural dual economic intensity.According to empirical conclusion,it puts forward corresponding policy recommendations for promoting integrated urban and rural economic development of Chongqing. 展开更多
关键词 URBAN and RURAL dual ECONOMIC structure State SPAC
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Singular perturbation composite control of a free-floating flexible dual-arm space robot
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作者 罗战武 王从庆 《Journal of Pharmaceutical Analysis》 SCIE CAS 2008年第1期43-47,70,共6页
The Free-floating Flexible Dual-arm Space Robot is a highly nonlinear and coupled dynamics system. In this paper, the dynamic model is derived of a Free-floating Flexible Dual-arm Space Robot holding a rigid payload. ... The Free-floating Flexible Dual-arm Space Robot is a highly nonlinear and coupled dynamics system. In this paper, the dynamic model is derived of a Free-floating Flexible Dual-arm Space Robot holding a rigid payload. Furthermore, according to the singular perturbation method, the system is separated into a slow subsystem representing rigid body motion of the robot and a fast subsystem representing the flexible link dynamics. For the slow subsystem, based on the second method of Lyapunov, using simple quantitative bounds on the model uncertainties, a robust tracking controller design is used during the trajectory tracking phase. The optimal control method is designed in the fast subsystem to guarantee the exponential stability. With the combination of the two above, the system can track the expected trajectory accurately, even though with uncertainty in model parameters, and its flexible vibration gets suppressed, too. Finally, some simulation tests have been conducted to verify the effectiveness of the proposed methods. 展开更多
关键词 free-floating Flexible dual-arm space Robot singular perturbation robust tracking control vibration suppression
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Adaptive neural network control for coordinated motion of a dual-arm space robot system with uncertain parameters
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作者 郭益深 陈力 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第9期1131-1140,共10页
Control of coordinated motion between the base attitude and the arm joints of a free-floating dual-arm space robot with uncertain parameters is discussed. By combining the relation of system linear momentum conversati... Control of coordinated motion between the base attitude and the arm joints of a free-floating dual-arm space robot with uncertain parameters is discussed. By combining the relation of system linear momentum conversation with the Lagrangian approach, the dynamic equation of a robot is established. Based on the above results, the free-floating dual-arm space robot system is modeled with RBF neural networks, the GL matrix and its product operator. With all uncertain inertial system parameters, an adaptive RBF neural network control scheme is developed for coordinated motion between the base attitude and the arm joints. The proposed scheme does not need linear parameterization of the dynamic equation of the system and any accurate prior-knowledge of the actual inertial parameters. Also it does not need to train the neural network offline so that it would present real-time and online applications. A planar free-floating dual-arm space robot is simulated to show feasibility of the proposed scheme. 展开更多
关键词 flee-floating dual-arm space robot RBF neural network GL matrix andits product operator coordinated motion adaptive control
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“双碳”目标下国土空间优化的挑战与应对 被引量:1
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作者 薛领 赵威 刘丽娜 《区域经济评论》 北大核心 2024年第1期43-51,F0002,共10页
国土空间优化与调控始终是现代化建设面临的重大理论和实践问题。现有的国土空间规划研究多聚焦于对低碳空间治理思路、框架、工具的整体性把握,尚缺乏明确的碳约束目标及行动指南,亟待将“双碳”目标全面融入国土空间规划的目标体系、... 国土空间优化与调控始终是现代化建设面临的重大理论和实践问题。现有的国土空间规划研究多聚焦于对低碳空间治理思路、框架、工具的整体性把握,尚缺乏明确的碳约束目标及行动指南,亟待将“双碳”目标全面融入国土空间规划的目标体系、决策体系和保障体系,发挥规划在空间治理上的统筹引领作用。首先,国土空间优化光论“地”不谈“天”不行,也不能“就土论土、就地论地”;其次,低碳和“双碳”目标并不完全等同,要避免“双碳”研究中忽视国土,也要在研究国土问题中厘清“双碳”;再次,空间优化是个复杂动态过程,需要高度重视深度不确定性。因此,未来有必要建立国土空间抗解性识别分析范式和方法,开发应对深度不确定性的国土空间协同演化集成模型,构建国土空间多目标优化调控理论体系,并沿着科学认知、信息技术、智能规划、创新制度四个主轴展开深入研究和理论构建。 展开更多
关键词 “双碳”目标 国土空间优化 深度不确定性 抗解问题 范式转型
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用户资源创新能力、创业模式与创业绩效关系研究——基于众创空间的双重网络嵌入的调节作用 被引量:1
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作者 周劲波 李炆灿 《科技进步与对策》 北大核心 2024年第4期33-42,共10页
资源对用户开展创业活动至关重要,但对用户创业者资源创新能力影响创业模式选择以及关于创业绩效理论机制的探讨较少。通过构建不同资源创新能力、创业模式与创新绩效之间的匹配关系模型,对221家嵌入众创空间的用户创业企业进行实证研... 资源对用户开展创业活动至关重要,但对用户创业者资源创新能力影响创业模式选择以及关于创业绩效理论机制的探讨较少。通过构建不同资源创新能力、创业模式与创新绩效之间的匹配关系模型,对221家嵌入众创空间的用户创业企业进行实证研究。结果发现:①资源获取创新能力有助于用户创业者选择协同型创业模式并促进生存绩效提升;②资源利用创新能力有助于用户创业者选择自主型创业模式并促进成长绩效提升;③创业模式在资源创新能力对创业绩效影响中发挥部分中介作用;④众创空间双重网络嵌入对资源创新能力与创业模式关系以及创业模式与创业绩效关系发挥正向调节作用。 展开更多
关键词 资源创新能力 用户创业模式 用户创业绩效 众创空间 双重网络嵌入
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“能耗双控”向“碳排放双控”转变下的企业政策响应研究——以浙江省为例
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作者 黄炜 邬梦晓俊 魏丹青 《生态经济》 北大核心 2024年第9期153-160,共8页
具有负外部性的复杂环境政策对企业的影响和企业的应对策略之间缺乏联动性的整体研究,因此,论文提出DIIS政策文本分析法、DANP网络分析法和SPACE矩阵融合的企业环境政策响应模型(DDS),对“能耗双控”向“碳排放双控”转变形势下浙江省... 具有负外部性的复杂环境政策对企业的影响和企业的应对策略之间缺乏联动性的整体研究,因此,论文提出DIIS政策文本分析法、DANP网络分析法和SPACE矩阵融合的企业环境政策响应模型(DDS),对“能耗双控”向“碳排放双控”转变形势下浙江省工业企业的政策响应开展研究和实证分析。建立“能耗双控”和“碳排放双控”政策库,通过基于DIIS理论的政策文本分析,形成政策、经济、社会、技术四个维度的18项影响因素;结合问卷调研,通过DANP法分析得到8种企业类别的环境政策影响指标权重;进而将指标与权重映射到SPACE矩阵,最终得到不同企业的应对策略选择。结果表明:(1)不同类型的企业响应程度不同,国有企业偏向于响应政策调控,民营企业偏向于对市场竞争和技术突破做出响应;(2)产业链低碳转型等社会性的因素受到所有企业的关注,而资源倾斜、低碳人才培养、核算标准制定等因素普遍被企业忽视;(3)综合考虑不同企业响应策略,建议政府部门应针对企业特点精准施策。 展开更多
关键词 “能耗双控”转“碳排放双控” 企业环境政策响应策略 DIIS DANP space矩阵
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职住学空间测度及儿童通学决策的影响机理——以昆明市双职工家庭为例 被引量:1
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作者 何保红 郭静辉 《城市交通》 2024年第1期92-98,共7页
当代城市家庭选择居住地时往往将临近学校作为重要参考,在缩小学住距离的同时加剧了职住分离。选取昆明市561个有学龄儿童的双职工家庭为研究对象,分析家庭空间分异对儿童通学决策的影响。首先,基于时间地理学理论构建考虑职住学三个锚... 当代城市家庭选择居住地时往往将临近学校作为重要参考,在缩小学住距离的同时加剧了职住分离。选取昆明市561个有学龄儿童的双职工家庭为研究对象,分析家庭空间分异对儿童通学决策的影响。首先,基于时间地理学理论构建考虑职住学三个锚点的家庭活动空间及测度理论模型。其次,根据测度结果将家庭活动空间划分为职住学就近型和职住学分离型两类。最后,建立结构方程模型分别探究两种模式下父母工作时长以及父母儿童组合时间窗对儿童通学时空行为的影响。研究结果表明:相对于学住距离,父母的职住距离和工作时长对通学行为的影响更为显著,因此就近入学政策对于促进儿童步行上学的作用有限;对于职住学分离型家庭,父母下班与儿童放学组合时间窗的宽裕程度对儿童出行影响显著,组合时间窗越宽裕,儿童小汽车出行的可能越大,因此弹性放学时间的效果也有待商榷;儿童在通学行为中的性别差异主要在职住学分离型家庭中体现。 展开更多
关键词 交通管理 通学出行方式 结构方程模型 时间地理学 家庭活动空间 双职工家庭 组合时间窗 昆明市
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基于虚拟电压矢量的双三相直线磁通切换永磁电机容错SVPWM策略
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作者 杜怿 严序康 +3 位作者 张丽 朱孝勇 毛怡 孙旭 《中国电机工程学报》 EI CSCD 北大核心 2024年第3期1153-1161,I0025,共10页
高可靠性是电梯驱动系统的首要指标。针对双三相直线磁通切换永磁(dual-three-phase linear flux switching permanent magnet,DTP-LFSPM)电机单相开路故障,提出一种基于虚拟电压矢量的容错空间矢量脉宽调制策略。首先,基于单相开路故... 高可靠性是电梯驱动系统的首要指标。针对双三相直线磁通切换永磁(dual-three-phase linear flux switching permanent magnet,DTP-LFSPM)电机单相开路故障,提出一种基于虚拟电压矢量的容错空间矢量脉宽调制策略。首先,基于单相开路故障下的五维变换矩阵计算得到故障后的32个空间电压矢量分布。然后,筛选部分空间电压矢量,以z子空间电压幅值为零且每个扇区产生对称的脉宽调制波形为目标,重构得到12个虚拟电压矢量,相邻的2个虚拟电压矢量都由3个基本电压矢量组成,并用于合成参考电压矢量,不仅可以减少单相开路故障容错控制时的电流谐波,而且具有计算简单,易于硬件实现等优点。最后,搭建DTP-LFSPM电机驱动控制系统仿真与实验平台,仿真和实验测试结果证明所提容错策略的正确性和有效性。 展开更多
关键词 双三相 直线电机 空间矢量脉宽调制 虚拟电压矢量 容错
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“双碳”战略下我国关停矿山资源开发利用现状与政策法规研究
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作者 赵玉栋 夏晓庆 李北康 《煤炭工程》 北大核心 2024年第10期130-138,共9页
“双碳”战略背景下,我国关停矿山资源开发利用面临着前所未有的机遇和挑战。通过对政策法规、环境治理、社会经济影响及技术管理等多维度的分析,揭示了当前我国关停矿山可持续发展现状,结合典型案例,总结了我国关停矿山在生态环境修复... “双碳”战略背景下,我国关停矿山资源开发利用面临着前所未有的机遇和挑战。通过对政策法规、环境治理、社会经济影响及技术管理等多维度的分析,揭示了当前我国关停矿山可持续发展现状,结合典型案例,总结了我国关停矿山在生态环境修复、地下空间利用、其他潜在资源开发等方面的研究成果,指出了当前关停矿山可持续发展中存在的问题。通过对我国在矿山关闭退出、矿井水综合利用、地下热能开发、环境影响评价、土地复垦与生态修复等方面的现有政策法规及标准规范的研究,建议在强化政治引领与完善法规政策、加快建立健全资源标准评价体系、加强部门联动与体制创新、促进政策创新与科技创新相结合等方面持续发力,为关停矿山可持续发展提供政策支持和重要保障。 展开更多
关键词 “双碳”目标 关停矿山 资源再开发 地下空间利用 标准规范
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一种动态锁定式多星协同任务规划的A2C算法
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作者 张晋 赵雪婷 李博文 《宇航学报》 EI CAS CSCD 北大核心 2024年第5期700-710,共11页
提出了一种基于强化学习算法的多星协同任务规划方法。该方法将多星协同任务规划视为多个双星协同规划,采用相邻双星锁定的方式来共享双星任务规划结果信息,基于A2C(优势动作评价)强化学习算法对双星任务规划的结果进行再调整。针对多... 提出了一种基于强化学习算法的多星协同任务规划方法。该方法将多星协同任务规划视为多个双星协同规划,采用相邻双星锁定的方式来共享双星任务规划结果信息,基于A2C(优势动作评价)强化学习算法对双星任务规划的结果进行再调整。针对多星协同任务规划状态空间复杂且变化的问题,设计了两级状态空间和价值评价函数决策的方法,对强化学习所依赖的状态空间进行维度限制,确保智能体对任务进行调整的过程不影响状态空间维度。算法设计过程考虑了多种约束条件,设置了天气、成像质量和成像优先级等可调参数作为强化学习A2C算法的评价参数,这些可调参数有助于用户自定义决策评价体系。最后,通过仿真验证了算法的可行性。仿真结果表明,该算法多星协同任务规划的组合任务抛弃率小于10%。 展开更多
关键词 多星协同任务规划 双星锁定 任务调整 两级状态空间 强化学习
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