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Analysis of one dimensional and two dimensional fuzzy controllers
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作者 Ban Xiaojun Gao Xiaozhi +1 位作者 Huang Xianlin Wu Tianbao 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第2期362-373,共12页
The analytical structures and the corresponding mathematical properties of the one dimensional and two dimensional fuzzy controllers are first investigated in detail. The nature of these two kinds of fuzzy controllers... The analytical structures and the corresponding mathematical properties of the one dimensional and two dimensional fuzzy controllers are first investigated in detail. The nature of these two kinds of fuzzy controllers is next probed from the perspective of control engineering. For the one dimensional fuzzy controller, it is concluded that this controller is a combination of a saturation element and a nonlinear proportional controller, and the system that employs the one dimensional fuzzy controller is the combination of an open-loop control system and a closedloop control system. For the latter case, it is concluded that it is a hybrid controller, which comprises the saturation part, zero-output part, nonlinear derivative part, nonlinear proportional part, as well as nonlinear proportional-derivative part, and the two dimensional fuzzy controller-based control system is a loop-varying system with varying number of control loops. 展开更多
关键词 one dimensional fuzzy controller two dimensional fuzzy controller analytical structures fuzzy inference control system analysis.
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Event-triggered robust guaranteed cost control for two-dimensional nonlinear discrete-time systems 被引量:2
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作者 WANG Sen BU Xuhui LIANG Jiaqi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第6期1243-1251,共9页
An event-triggered scheme is proposed to solve the problems of robust guaranteed cost control for a class of two-dimensional(2-D)discrete-time systems.Firstly,an eventtriggered scheme is proposed for 2-D discrete-time... An event-triggered scheme is proposed to solve the problems of robust guaranteed cost control for a class of two-dimensional(2-D)discrete-time systems.Firstly,an eventtriggered scheme is proposed for 2-D discrete-time systems with parameter uncertainties and sector nonlinearities.Then,according to the Lyapunov functional method,the sufficient conditions for the existence of event-triggered robust guaranteed cost controller for 2-D discrete-time systems with parameter uncertainties and sector nonlinearities are given.Furthermore,based on the sufficient conditions and the linear matrix inequality(LMI)technique,the problem of designing event-triggered robust guaranteed cost controller is transformed into a feasible solution problem of LMI.Finally,a numerical example is given to demonstrate that,under the proposed event-triggered robust guaranteed cost control,the closed-loop system is asymptotically stable and fewer communication resources are occupied. 展开更多
关键词 event-triggered robust guaranteed cost control two dimensional(2-D)nonlinear system networked control system.
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Optimal design of the aerodynamic parameters for a supersonic two-dimensional guided artillery projectile 被引量:9
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作者 Ke Liang Zheng Huang Jing-min Zhang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2017年第3期206-211,共6页
An optimization method is introduced to design the aerodynamic parameters of a dual-spin twodimensional guided projectile with the canards for trajectory correction. The nose guidance component contains two pairs of c... An optimization method is introduced to design the aerodynamic parameters of a dual-spin twodimensional guided projectile with the canards for trajectory correction. The nose guidance component contains two pairs of canards which can provide lift and despin with the projectile for stability. The optimal design algorithm is developed to decide the profiles both of the steering and spinning canards,and their deflection angles are also simulated to meet the needs of trajectory correction capabilities.Finally, the aerodynamic efficiency of the specific canards is discussed according to the CFD simulations.Results that obtained here can be further applied to the exterior ballistics design. 展开更多
关键词 参数优化设计 制导炮弹 气动参数 二维 超声速 CFD模拟 弹道修正 修正能力
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Simulation of two-dimensional interior ballistics model of solid propellant electrothermal-chem ical launch with discharge rod plasma generator 被引量:6
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作者 Yan-jie Ni Yong Jin +3 位作者 Niankai Cheng Chun-xia Yang Hai-yuan Li Bao-ming Li 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2017年第4期249-256,共8页
Instead of the capillary plasma generator(CPG),a discharge rod plasma generator(DRPG)is used in the30 mm electrothermal-chemical(ETC)gun to improve the ignition uniformity of the solid propellant.An axisymmetric two-d... Instead of the capillary plasma generator(CPG),a discharge rod plasma generator(DRPG)is used in the30 mm electrothermal-chemical(ETC)gun to improve the ignition uniformity of the solid propellant.An axisymmetric two-dimensional interior ballistics model of the solid propellant ETC gun(2D-IB-SPETCG)is presented to describe the process of the ETC launch.Both calculated pressure and projectile muzzle velocity accord well with the experimental results.The feasibility of the 2D-IB-SPETCG model is proved.Depending on the experimental data and initial parameters,detailed distribution of the ballistics parameters can be simulated.With the distribution of pressure and temperature of the gas phase and the propellant,the influence of plasma during the ignition process can be analyzed.Because of the radial flowing plasma,the propellant in the area of the DRPG is ignited within 0.01 ms,while all propellant in the chamber is ignited within 0.09 ms.The radial ignition delay time is much less than the axial delay time.During the ignition process,the radial pressure difference is less than 5 MPa at the place 0.025 m away from the breech.The radial ignition uniformity is proved.The temperature of the gas increases from several thousand K(conventional ignition)to several ten thousand K(plasma ignition).Compare the distribution of the density and temperature of the gas,we know that low density and high temperature gas appears near the exits of the DRPG,while high density and low temperature gas appears at the wall near the breech.The simulation of the 2D-IB-SPETCG model is an effective way to investigate the interior ballistics process of the ETC launch.The 2D-IB-SPETC model can be used for prediction and improvement of experiments. 展开更多
关键词 Electrothermal-chemical LAUNCH Interior BALLISTICS SIMULATION two-phase flow two-dimensionAL model
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Two-dimensional Electrophoresis Analysis of Proteins in Response to Cold Stress in Extremely Cold-resistant Winter Wheat Dongnongdongmai 1 Tillering Nodes 被引量:2
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作者 Cang Jing Yu Jing +4 位作者 Liu Li-jie Yang Yang Cui Hong Hao Zai-bin Li Zhuo-fu 《Journal of Northeast Agricultural University(English Edition)》 CAS 2012年第1期27-35,共9页
The overwintering survival ratio of the cultivar Dongnongdongmai 1 with strong cold-resistance in paramos of Heilongjiang Province in China are over 85%. The tillering nodes are the most important organs for overwinte... The overwintering survival ratio of the cultivar Dongnongdongmai 1 with strong cold-resistance in paramos of Heilongjiang Province in China are over 85%. The tillering nodes are the most important organs for overwintering survival of winter wheat, because there are more substances associated with cold resistance in tillering nodes than those in leaves and roots. Proteins in the tillering nodes of the cold-resistant cultivar Dongnongdongmai 1 grown under field conditions with or without any lowtemperature stress were analyzed by 2-dimensional electrophoresis and identified by mass spectrometry. In the range of pH 4-7, the expression of 37 proteins showed obvious difference (±more than two fold) in the proteomic maps of cold-stressed and non-stressed tillering nodes, including a new protein spot. All proteins exhibiting the difference in expression were identified using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry, followed by a database search for protein identification and function prediction. Five groups of proteins were confirmed, namely stress-related proteins (22%), metabolism-associated proteins (35%), and signaling molecules (24%), cell wall-binding proteins (5%), unclear proteins (14%). This indicated that tillering node cells supported the energy requirements of plant growth and stress resistance by signal transduction adapting to metabolism and structure. 展开更多
关键词 Dongnongdongmai 1 PROTEOME two-dimensional electrophoresis peptide mass fingerprinting
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Evolution of Two-Dimensional Correlation Spectroscopy
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作者 Isao Noda 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2016年第S1期3-4,共2页
A number of useful techniques associated with two-dimensional correlation spectroscopy(2DCOS)to improve its performance and utility have been developed in the last 30years.Evolution of these 2DCOS techniques,including... A number of useful techniques associated with two-dimensional correlation spectroscopy(2DCOS)to improve its performance and utility have been developed in the last 30years.Evolution of these 2DCOS techniques,including some of the very recent developments,is reviewed with examples.Topics include merged or modified asynchronous 2Dcorrelation spectrum,two-dimensional codistribution spectroscopy(2DCDS),Pareto scaling,and null-space projection treatment of spectral dataset. 展开更多
关键词 two-dimensional correlation spectroscopy 2DCOS 2DCDS Merged 2D Pareto scaling Nullspace projection
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Two-dimensional linear connected-k system with trinary states and its reliability
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作者 Xian Zhao Wei Zhao Weijuan Xie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第5期866-870,共5页
Existing studies about two-dimensional consecutivek-out-of-n: F system is dealt with two states (either component or system): working or failure. A new model for two-dimensional linear consecutive-k-out-of-n: F s... Existing studies about two-dimensional consecutivek-out-of-n: F system is dealt with two states (either component or system): working or failure. A new model for two-dimensional linear consecutive-k-out-of-n: F system is proposed, in which the components and systems can be at any of the three states: full working, derating working, and failure. Furthermore, two engineer- ing concrete instances of the new system are given. By using the finite Markov chain imbedding approach, the system reliability is presented in a unified formula with the product of matrices for the case of independent and identically distributed component states which can be extended to the independent but non-identical case easily. Finally, an example is given to illustrate the effectiveness of the above approach and tractability of various problems. 展开更多
关键词 RELIABILITY two-dimensional systems trinary states
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Study on the Hydrogen Bond Interaction Between Soy Protein Isolate and Glycerol Using Two-Dimensional Correlation Fourier-Transform Infrared Spectroscopy
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作者 YAN Zhi-wei YANG He-li ZHANG Pu-dun 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2016年第S1期85-86,共2页
A series of soy protein isolate(SPI)films plasticized by glycerol(Gly)were studied using attenuated total reflectance-Fourier transform infrared spectroscopy(ATR/FTIR).Perturbation-correlation movingwindow two-dimensi... A series of soy protein isolate(SPI)films plasticized by glycerol(Gly)were studied using attenuated total reflectance-Fourier transform infrared spectroscopy(ATR/FTIR).Perturbation-correlation movingwindow two-dimensional(PCMW2D)and two-dimensional correlation(2DCOS)analyses were applied to the amideⅠband and thus the hydrogen bond interaction between SPI and Gly was systematically investigated.When Gly concentrations were in the range 0~35%,the hydrogen bond amongβ-sheets was replaced by the one between SPI chain and Gly molecule,which caused these protein chains being changed toα-helix.However,the transformation ofβ-sheet toα-helix was saturated and both of them tend to change to random coil when Gly concentrations were in the range 35%~60%. 展开更多
关键词 two-dimensional correlation infrared spectroscopy Soy protein isolate GLYCEROL Hydrogen bond interaction
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Thermal Behavior and Crystal Transition of Biodegradable Poly(butylenes adipate)Revealed by Two-Dimensional Correlation Spectroscopy
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作者 CHEN Yu-jing Isao Noda Young Mee Jung 《光谱学与光谱分析》 SCIE EI CAS CSCD 北大核心 2016年第S1期139-140,共2页
In the present study,thermal behavior and crystal transition of pure poly(butylene adipate)(PBA)upon heating process were investigated by FTIR spectroscopy.To gain further insight into the thermal behavior alteration ... In the present study,thermal behavior and crystal transition of pure poly(butylene adipate)(PBA)upon heating process were investigated by FTIR spectroscopy.To gain further insight into the thermal behavior alteration and the phase transition of PBA,we performed two-dimensional(2D)correlation analysis.We found thatβ-form PBA crystal undergoes not only the melting process but also crystal transition upon the heating process. 展开更多
关键词 Poly(butylene adipate) Thermal behavior Crystal transition two-dimensional correlation spec-troscopy
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Analytic Solution to the MT Responses of a Two-Segment Model with Axially Anisotropic Conductivity Structures Overlying a Perfect Insulator
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作者 Qin Linjiang Yang Changfu 《吉林大学学报(地球科学版)》 EI CAS CSCD 北大核心 2016年第4期1260-1267,共8页
The analytic solution of the magnetotelluric fields for an idealized 2-D model which is composed of two segments with diagonal anisotropy underlain by aperfect insulator basement is considered using aquasi-static anal... The analytic solution of the magnetotelluric fields for an idealized 2-D model which is composed of two segments with diagonal anisotropy underlain by aperfect insulator basement is considered using aquasi-static analytic approach.The analytic magnetotelluric responses for a particular model are presented.The resulting analytic solution could be used to check the numerical solutions given by numerical algorithms before more complex situations are investigated. 展开更多
关键词 ANISOTROPY MAGNETOTELLURICS ANALYTIC SOLUTION two-dimensionalanisotropy MAGNETOTELLURICS ANALYTIC SOLUTION two-dimensionalanisotropy MAGNETOTELLURICS ANALYTIC SOLUTION two-dimensionAL
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我国“双一流”建设高校高层次人才政策研究 被引量:9
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作者 陈英杰 孙东东 《高校教育管理》 北大核心 2025年第1期36-48,共13页
本研究抽样选取我国4个地区17所“双一流”建设高校高层次人才政策文本,构建“政策工具政策内容要素”二维分析框架,探讨高层次人才政策工具和政策内容要素的组合方式与地区差异。研究发现,我国“双一流”建设高校高层次人才政策的环境... 本研究抽样选取我国4个地区17所“双一流”建设高校高层次人才政策文本,构建“政策工具政策内容要素”二维分析框架,探讨高层次人才政策工具和政策内容要素的组合方式与地区差异。研究发现,我国“双一流”建设高校高层次人才政策的环境型政策工具使用不足,尤其是西部高校的环境型政策工具亟待加强;需求型政策工具中教师培育政策子工具使用不足;南部、西部和北部地区高校对人才培养政策的关注度不够。我国“双一流”建设高校在制定高层次人才政策时,应适度增强环境型政策工具的运用,进一步完善和充实教师培育相关政策;西部地区高校应改善办公实验条件,提高团队建设水平;南部、西部和北部高校应加快制定人才培养相关政策。 展开更多
关键词 “双一流”建设高校 高层次人才 政策文本分析 政策工具 政策内容要素 二维分析框架
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长江中游急弯段二维水沙数学模型及应用 被引量:2
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作者 刘鑫 夏军强 +1 位作者 邓珊珊 周美蓉 《湖泊科学》 北大核心 2025年第3期1011-1023,共13页
深入研究急弯段水沙输移及河床变形的数值模拟方法,能为长江中游河段河势预测提供技术支撑,具有重要意义。本文在基于单元中心格式有限体积法的二维水沙数学模型基础上,考虑整治工程和二次流的影响,构建了适用于急弯段的二维水沙数学模... 深入研究急弯段水沙输移及河床变形的数值模拟方法,能为长江中游河段河势预测提供技术支撑,具有重要意义。本文在基于单元中心格式有限体积法的二维水沙数学模型基础上,考虑整治工程和二次流的影响,构建了适用于急弯段的二维水沙数学模型。将改进后的模型应用于长江中游监利—城陵矶河段。本研究主要结论如下:(i)考虑整治工程影响时对计算河段中有工程的区域进行节点代码标记,计算过程中有整治工程且前期模拟未形成可冲层的区域不发生冲刷,考虑二次流修正时计算了扩散应力项,用于反映二次流对垂线平均流速横向分布的影响;(ⅱ)采用2014年和2018年监利—城陵矶河段的实测水沙及地形资料对模型进行率定及验证,计算结果表明:广兴洲站水位过程的纳什效率系数在0.97以上,且急弯段典型断面水深、垂线平均流速及含沙量横向分布的计算值与实测值符合较好,故改进后的模型可以较准确地模拟急弯段水沙输移过程;(ⅲ)下荆江急弯段弯顶上游的主流线偏靠凸岸,在弯顶下游才向凹岸摆动,比已有研究报道的急弯段的主流摆动过程更滞后,且观音洲弯道凹岸弯顶上游和凸岸弯顶下游均存在回流区。七弓岭和观音洲弯道含沙量均呈现凸岸高于凹岸的特点,且河床总体呈现凸冲凹淤的特点。 展开更多
关键词 二维水沙模型 整治工程 二次流 急弯段 长江中游
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基于二维码识别的分拣机械臂控制系统设计 被引量:1
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作者 关静丽 侯明 柏森 《机床与液压》 北大核心 2025年第3期60-65,共6页
为了提高物流行业自动化水平,提高物料分拣的工作效率、减少人工成本,设计基于二维码识别的分拣机械臂控制系统。以树莓派为主控制器,通过OpenCV图像处理、二维码识别、逆运动学求解和六自由度机械臂驱动等环节,实现了根据二维码存储的... 为了提高物流行业自动化水平,提高物料分拣的工作效率、减少人工成本,设计基于二维码识别的分拣机械臂控制系统。以树莓派为主控制器,通过OpenCV图像处理、二维码识别、逆运动学求解和六自由度机械臂驱动等环节,实现了根据二维码存储的信息进行物料分拣。为了提高二维码识别的准确率,针对二维码图像的磨损、划痕等问题,利用OpenCV对图像进行灰度化、滤波、二值化和闭运算等图像预处理操作;针对二维码位置的随机性和镜头畸变问题,通过定位算法和透视矫正提取出二维码,再根据QR码结构和编码规则进行二维码译码。为了使机械臂平滑稳定运行,采用简洁的几何法进行逆运动学的计算,并在机械臂驱动中加入多路舵机速度控制。实验结果表明:对于正常和有轻微划痕的二维码,二维码识别率可以达到100%,机械臂能够有效完成自动分拣任务,具有一定的实用价值。 展开更多
关键词 分拣机械臂 树莓派 二维码 OPENCV
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电化学储能电站运行风险评价模型与应用研究 被引量:1
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作者 陈西江 毛晓萱 胡少华 《安全与环境学报》 北大核心 2025年第4期1257-1266,共10页
为提升电化学储能电站风险管控水平和本质安全能力,研究基于等级全息模型(Hierarchical Holographic Modeling,HHM)建立电化学储能电站运行风险评价指标体系,包括人员因素、电池因素、环境因素、管理因素4个一级指标,以及壳体破损、荷... 为提升电化学储能电站风险管控水平和本质安全能力,研究基于等级全息模型(Hierarchical Holographic Modeling,HHM)建立电化学储能电站运行风险评价指标体系,包括人员因素、电池因素、环境因素、管理因素4个一级指标,以及壳体破损、荷电状态等20个二级指标。运用最优最劣法(Best-Worst Method,BWM)和改进CRITIC(Criteria Importance Through Intercriteria Correlation)法确定评价指标的主客观权重,利用博弈论方法计算评价指标的组合权重,并应用二维云模型通过仿真分析确定风险指标等级,构建了基于BWM-改进CRITIC-二维云模型的电化学储能电站运行风险评价模型。工程应用结果显示:永川松溉储能电站运行风险等级为Ⅲ级,处于一般风险。该电站电池荷电状态和单体间温度不一致的概率等级、后果等级风险云数字特征较高,分别为5.05、6.58和5.87、5.78,二者在风险管控中应处于核心地位。 展开更多
关键词 安全工程 储能电站 风险评价 二维云模型
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双向数据扩充和LSTNet的户用光伏发电预测 被引量:4
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作者 王媛媛 尹有鹏 +3 位作者 籍宏震 张立志 曹成军 叶宇轩 《可再生能源》 北大核心 2025年第1期45-53,共9页
整县光伏政策促使小容量屋顶光伏急剧增长,实现屋顶分布式光伏超短期发电功率的准确预测是分析海量细粒户用光伏电站对电力系统影响的前提。然而,屋顶分布式光伏在原有波动性的基础上存在小容量、分散式、离线式经营的特点,同时缺乏准... 整县光伏政策促使小容量屋顶光伏急剧增长,实现屋顶分布式光伏超短期发电功率的准确预测是分析海量细粒户用光伏电站对电力系统影响的前提。然而,屋顶分布式光伏在原有波动性的基础上存在小容量、分散式、离线式经营的特点,同时缺乏准确的气象数据,使得光伏功率预测异常复杂。为此,文章在有限数据下纵向地从光伏系统历史功率数据中搜索相似样本,横向地收集相邻分布式光伏发电用户功率数据,实现双向数据扩充,在一定程度上克服了光伏发电预测对于一些关键输入特征的依赖;在此基础上借助LSTNet(Long-and Short-term Time-series Network)神经网络的短期局部特征捕捉、长期时序信息强化、周期线性成分提取功能实现光伏功率预测。实验结果表明,在缺乏重要辐照数据的情况下,所提模型仍具有较好的预测精度。 展开更多
关键词 整县光伏 光伏发电 短期功率预测 双向数据扩充 神经网络
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基于时序二维变换和多尺度Transformer的电能质量扰动分类方法 被引量:2
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作者 王守相 李慧强 +3 位作者 赵倩宇 郭陆阳 王同勋 王洋 《电力系统自动化》 北大核心 2025年第7期198-207,共10页
随着新能源渗透率的不断提高,电网面临的电能质量扰动(PQD)问题变得更加复杂,基于一维PQD信号的传统分类方法难以同时提取并辨识周期性与趋势性扰动。针对此问题,提出了一种基于时序二维变换和多尺度Transformer的PQD分类方法。首先,利... 随着新能源渗透率的不断提高,电网面临的电能质量扰动(PQD)问题变得更加复杂,基于一维PQD信号的传统分类方法难以同时提取并辨识周期性与趋势性扰动。针对此问题,提出了一种基于时序二维变换和多尺度Transformer的PQD分类方法。首先,利用时序二维变换将一维PQD时间序列转换为一组基于多个周期的二维张量,以实现在二维空间中深入挖掘PQD信号中所包含的特征信息。然后,通过多尺度Transformer编码器模块提取PQD信号的多尺度特征图,利用多尺度Transformer解码器模块对多尺度特征图进行拼接和特征融合,有效合并在不同尺度上提取的特征图。最后,通过全连接层和Softmax分类器完成PQD分类任务。为验证所提方法的有效性,建立了含24种PQD的数据集对模型进行测试,结果表明所提方法对PQD信号具有较高的分类准确率和噪声鲁棒性。 展开更多
关键词 电能质量 扰动 分类 时序二维变换 多尺度Transformer 特征提取 特征融合
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混凝土二维毛细吸水规律研究的细观数值模拟方法 被引量:1
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作者 王立成 殷鸿杰 邹凯 《计算力学学报》 北大核心 2025年第3期478-484,共7页
当混凝土结构表面局部区域或角部位置相邻侧面与潮湿环境接触时,水分在非饱和混凝土中将以二维毛细吸水的方式传输,呈现与一维毛细吸水过程不同的规律。本文基于非饱和流体理论,建立了混凝土二维毛细吸水规律研究的细观数值模拟方法,并... 当混凝土结构表面局部区域或角部位置相邻侧面与潮湿环境接触时,水分在非饱和混凝土中将以二维毛细吸水的方式传输,呈现与一维毛细吸水过程不同的规律。本文基于非饱和流体理论,建立了混凝土二维毛细吸水规律研究的细观数值模拟方法,并开展了混凝土二维毛细吸水过程的数值仿真分析。结果发现,相同时间内,毛细吸水高度随混凝土表面与水接触区域面积的减小而减小,但单位面积的累计吸水量却表现出增加规律。粗骨料和界面过渡区(ITZ)会分别抑制和促进混凝土局部区域的二维毛细吸水过程。在数值模拟基础上,建立了混凝土一维与二维毛细吸水率之间的关系式。此外,定量分析了混凝土构件角部区域毛细吸水过程的交互效应。 展开更多
关键词 混凝土 二维毛细吸水 细观方法 数值模拟 吸水率
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小样本下基于DWT和2D-CNN的齿轮故障诊断方法 被引量:1
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作者 宋庭新 黄继承 +2 位作者 刘尚奇 杜敏 李子平 《计算机集成制造系统》 北大核心 2025年第6期2206-2214,共9页
针对齿轮设备运维过程中故障信号较少的情况,提出一种将离散小波变换(DWT)与二维卷积神经网络(2D-CNN)相结合的故障识别方法。该方法通过将少量信号经卷积神经网络得到的分类标签与信号的小波能量进行权值分配,实现对齿轮的故障识别。... 针对齿轮设备运维过程中故障信号较少的情况,提出一种将离散小波变换(DWT)与二维卷积神经网络(2D-CNN)相结合的故障识别方法。该方法通过将少量信号经卷积神经网络得到的分类标签与信号的小波能量进行权值分配,实现对齿轮的故障识别。为了充分获取小样本中的信息来训练神经网络,利用离散小波分解、图像变换和Markov变迁场方法对样本信号进行增量和转换。通过验证齿轮箱数据集得到96%的训练准确率和87.5%的分类准确率,同时通过消融实验和对比实验证明,该方法可以有效克服小样本数据中的噪声干扰,使数据得到增强,在齿轮故障识别中具有很好的现实意义。 展开更多
关键词 故障诊断 小样本 二维卷积神经网络 小波变换
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基于IAHP-CRITIC二维云模型的舰船电力系统韧性评价 被引量:1
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作者 胡涛 刘昊邦 +3 位作者 陈童 王宇江 李明贵 杜凯 《系统工程与电子技术》 北大核心 2025年第1期217-229,共13页
舰船电力系统是舰船正常运行的关键,具有高度的复杂性和模糊性,导致难以对其韧性做出准确、客观地评价。对此,基于对舰船电力系统主要任务的分析,对舰船电力系统韧性评价指标体系进行构建,采用区间层次分析法(interval analytic hierarc... 舰船电力系统是舰船正常运行的关键,具有高度的复杂性和模糊性,导致难以对其韧性做出准确、客观地评价。对此,基于对舰船电力系统主要任务的分析,对舰船电力系统韧性评价指标体系进行构建,采用区间层次分析法(interval analytic hierarchy process,IAHP)和层间相关性准则重要性法(criteria importance though intercrieria correlation,CRITIC)分别求解评价指标体系的主、客观权重,并运用改进博弈论方法确定组合权重,降低权重计算的主观性和随机性。结合二维云模型从防御能力和恢复能力两个维度对舰船电力系统韧性进行评价,更为全面、客观地反映舰船电力系统韧性。示例表明,所提方法能够有效解决舰船电力系统韧性评价中的随机性和不确定性问题,有利于得到更为准确、客观的评价结果。 展开更多
关键词 舰船电力系统 二维云模型 韧性评价 区间层次分析法 层间相关性准则重要性法
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中心切割二维液相色谱法测定烟草中西柏三烯二醇
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作者 陈敏 徐蓬军 +5 位作者 张玮 李俊杰 柳彩云 王秀芳 费婷 吴达 《济南大学学报(自然科学版)》 北大核心 2025年第5期770-775,共6页
针对烟叶中重要香味前体物西柏三烯二醇(CBD)含量低、干扰多且准确测定难度较大的问题,建立中心切割二维液相色谱法高效测定烟叶中α-CBD、 β-CBD含量;该法采用中心切割去除大部分干扰成分,且样品前处理简单,仅用乙酸乙酯提取烟叶粉末... 针对烟叶中重要香味前体物西柏三烯二醇(CBD)含量低、干扰多且准确测定难度较大的问题,建立中心切割二维液相色谱法高效测定烟叶中α-CBD、 β-CBD含量;该法采用中心切割去除大部分干扰成分,且样品前处理简单,仅用乙酸乙酯提取烟叶粉末中的目标物CBD,经离心分离和过滤即可上机检测。结果表明:该方法灵敏度高,重复性好,线性相关系数的平方大于0.999,回收率大于93%,日内、日间重复性小于5%,α-CBD、 β-CBD的质量浓度定量限分别为1.10、 0.80 mg/L。烟叶中CBD含量受产地、品种影响较大,受部位、施氮量影响较小;同产地、同品种的青烟叶中CBD含量显著高于烤后烟叶的,必须控制烟叶烤制过程CBD的降解。 展开更多
关键词 二维液相色谱 中心切割 西柏三烯二醇 烟草
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