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Multi-agent Based Hierarchy Simulation Models of Carrier-based Aircraft Catapult Launch 被引量:19
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作者 王维军 屈香菊 郭林亮 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2008年第3期223-231,共9页
With the aid of multi-agent based modeling approach to complex systems, the hierarchy simulation models of carrier-based aircraft catapult launch are developed. Ocean, carrier, aircraft, and atmosphere are treated as ... With the aid of multi-agent based modeling approach to complex systems, the hierarchy simulation models of carrier-based aircraft catapult launch are developed. Ocean, carrier, aircraft, and atmosphere are treated as aggregation agents, the detailed components like catapult, landing gears, and disturbances are considered as meta-agents, which belong to their aggregation agent. Thus, the model with two layers is formed i.e. the aggregation agent layer and the meta-agent layer. The information communication among all agents is described. The meta-agents within one aggregation agent communicate with each other directly by information sharing, but the meta-agents, which belong to different aggregation agents exchange their information through the aggregation layer first, and then perceive it from the sharing environment, that is the aggregation agent. Thus, not only the hierarchy model is built, but also the environment perceived by each agent is specified. Meanwhile, the problem of balancing the independency of agent and the resource consumption brought by real-time communication within multi-agent system (MAS) is resolved. Each agent involved in carrier-based aircraft catapult launch is depicted, with considering the interaction within disturbed atmospheric environment and multiple motion bodies including carrier, aircraft, and landing gears. The models of reactive agents among them are derived based on tensors, and the perceived messages and inner frameworks of each agent are characterized. Finally, some results of a simulation instance are given. The simulation and modeling of dynamic system based on multi-agent system is of benefit to express physical concepts and logical hierarchy clearly and precisely. The system model can easily draw in kinds of other agents to achieve a precise simulation of more complex system. This modeling technique makes the complex integral dynamic equations of multibodies decompose into parallel operations of single agent, and it is convenient to expand, maintain, and reuse the program codes. 展开更多
关键词 multi-agent system (MAS) multi-agent based modeling (MABM) TENSOR carrier-based aircraft catapult launch hierarchy simulation model
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CQI Feedback Compression Method for Multi-Carrier MIMO Transmission
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作者 李永杰 宋荣方 《China Communications》 SCIE CSCD 2011年第5期20-27,共8页
In multi-user wireless communication systems,adaptive modulation and scheduling are promising techniques for increasing system throughput.However,for multi-carrier systems,they will lead to overwhelming user feedback ... In multi-user wireless communication systems,adaptive modulation and scheduling are promising techniques for increasing system throughput.However,for multi-carrier systems,they will lead to overwhelming user feedback overhead for Channel Quality Indication(CQI) in every subcarrier.In our work,novel CQI feedback schemes are proposed based on the recently proposed theory of Compressive Sensing(CS).First,the standard CS method is introduced to reduce CQI feedback overhead for multi-carrier Multiple-Input Multiple-Output transmission.In addition,via further research on the design of measurement matrix with standard CS,a novel CQI feedback scheme based on subspace CS is proposed by exploiting the subspace information of the underlying signal and the feedback rate is greatly decreased.Simulation results show that,with the same feedback rate,the throughputs with subspace CS outperform the Discrete Cosine Transform(DCT)-based method which is usually employed,and the throughputs with standard CS outperform DCT when the feedback rate is larger than 0.13 bits/subcarrier. 展开更多
关键词 CQI multi-carrier feedback compression compressive sensing
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Multi-carrier transport in ZrTe_5 film
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作者 Fangdong Tang Peipei Wang +4 位作者 Peng Wang Yuan Gan Le Wang Wei Zhang Liyuan Zhang 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第8期498-504,共7页
Single-layered zirconium pentatelluride (ZrTes) has been predicted to be a large-gap two-dimensional (2D) topolog- ical insulator, which has attracted particular attention in topological phase transitions and pote... Single-layered zirconium pentatelluride (ZrTes) has been predicted to be a large-gap two-dimensional (2D) topolog- ical insulator, which has attracted particular attention in topological phase transitions and potential device applications. Herein, we investigated the transport properties in ZrTe5 films as a function of thickness, ranging from a few nm to several hundred nm. We determined that the temperature of the resistivity anomaly peak (Tp) tends to increase as the thickness decreases. Moreover, at a critical thickness of ~ 40 rim, the dominating carriers in the films change from n-type to p-type. A comprehensive investigation of Shubnikov-de Hass (SdH) oscillations and Hall resistance at variable temperatures revealed a multi-carrier transport tendency in the thin films. We determined the carrier densities and mobilities of two majority car- riers using the simplified two-carrier model. The electron carriers can be attributed to the Dirac band with a non-trivial Berry phase ~, while the hole carriers may originate from surface chemical reaction or unintentional doping during the microfabrication process. It is necessary to encapsulate the ZrTe5 film in an inert or vacuum environment to potentially achieve a substantial improvement in device quality. 展开更多
关键词 multi-carrier transport ZrTe5 film thickness-dependence gate-dependence
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ICI elimination of M-band wavelet multi-carrier modulation system
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作者 彭章友 刘艳艳 张兴 《Journal of Shanghai University(English Edition)》 CAS 2010年第1期6-11,共6页
To solve the inter carrier interference (ICI) elimination problem of an M-band wavelet multi-carrier modulation system, this paper analyzes the principle of the ICI caused by the Doppler frequency shift and its math... To solve the inter carrier interference (ICI) elimination problem of an M-band wavelet multi-carrier modulation system, this paper analyzes the principle of the ICI caused by the Doppler frequency shift and its mathematical expression based on the M-band wavelet multi-carrier modulation system model. Through the analysis of the mathematical expression and combining with the perfect reconstruction conditions of the filter banks, we propose the design conditions of an M-band filter to reduce and eliminate the ICI. The impulse response model of the filter design conditions and an iterative algorithm is also established. The simulation results show that the proposed ICI reduction and elimination methods can effectively improve the system performance. 展开更多
关键词 M-band wavelet multi-carrier modulation Doppler frequency shift inter carrier interference (ICI) impulseresponse
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Multi-body dynamic system simulation of carrier-based aircraft ski-jump takeoff 被引量:6
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作者 Wang Yangang Wang Weijun Qu Xiangju 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第1期104-111,共8页
The flight safety is threatened by the special flight conditions and the low speed of carrier-based aircraft ski-jump takeoff. The aircraft carrier motion, aircraft dynamics, landing gears and wind field of sea state ... The flight safety is threatened by the special flight conditions and the low speed of carrier-based aircraft ski-jump takeoff. The aircraft carrier motion, aircraft dynamics, landing gears and wind field of sea state are comprehensively considered to dispose this multidiscipline intersection problem. According to the particular naval operating environment of the carrier-based aircraft ski-jump takeoff, the integrated dynamic simulation models of multi-body system are developed, which involves the movement entities of the carrier, the aircraft and the landing gears, and involves takeoff instruction, control system and the deck wind disturbance. Based on Matlab/Simulink environment, the multi-body system simulation is realized. The validity of the model and the rationality of the result are verified by an example simulation of carrier-based aircraft ski-jump takeoff. The simulation model and the software are suitable for the study of the multidiscipline intersection problems which are involved in the performance, flight quality and safety of carrier-based aircraft takeoff, the effects of landing gear loads, parameters of carrier deck, etc. 展开更多
关键词 Aircraft carrier carrier-based aircraft MODELS multi-body dynamics SIMULATION Ski-jump takeoff
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Factors affecting the performance of a multi-tone carrier source based re-circulating frequency shifter
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作者 席丽霞 李建平 +2 位作者 张晓光 田凤 张文博 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第8期210-215,共6页
Generation of single-sideband (SSB) multi-carrier source based on a recirculating frequency shifter (RFS) is anal- ysed theoretically and realized experimentally. The effects of affecting factors originating from ... Generation of single-sideband (SSB) multi-carrier source based on a recirculating frequency shifter (RFS) is anal- ysed theoretically and realized experimentally. The effects of affecting factors originating from the deviation from the right operation bias voltage and unbalanced amplitude, and the phase of the radio frequency (RF) drive signals on the performance of the multi-tone source are discussed in detail. Based on the theoretical analysis, high-quality 50-tone out- put is successfully realized. Experiments under some implementation imperfections are also carried out. The imperfect and low-quality output results are in good agreement with theoretical analysis. 展开更多
关键词 multi-tone carrier source recirculating frequency shifter affecting factors
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On the Characteristic of Orthogonality for Multi-Carrier-Based Systems
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作者 Hao Wei Huang Joy Iong-Zong Chen Chi-Tsung Huang 《Engineering(科研)》 2013年第8期642-646,共5页
The dominate factors caused by reasons of losing the orthogonality in fading channel including FBC (fading branch correlation), CFO (carrier frequency offset), and even the CPN (carrier phase noise) are novel discussi... The dominate factors caused by reasons of losing the orthogonality in fading channel including FBC (fading branch correlation), CFO (carrier frequency offset), and even the CPN (carrier phase noise) are novel discussion in this letter. The first one factor causes the ISI (inter-symbol interference), and, however, the latter two will lead to the phenomenon of CPE (common phase error) and ICI (inter-carrier interference). On the other hand, they will lead to the loss of orthogonality for the radio system with multi-carrier modulating schemes, i.e., both them mainly deteriorate a wireless communication system. Eventually, in this letter not only the analytical expressions are derived, but a three dimension numerical results from the analysis involve the three parameters also illustrated is. 展开更多
关键词 CFO CPN FBC multi-carrier Modulating
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Spectrally Efficient Multi-Carrier Modulation Using Gabor Transform
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作者 Shravan Sriram Naveenkumar Vijayakumar +3 位作者 P. Aditya Kumar Akash S. Shetty V. P. Prasshanth K. A. Narayanankutty 《Wireless Engineering and Technology》 2013年第2期112-116,共5页
Non Orthogonal Frequency Division Multiplexing (NOFDM) systems make use of a transmission signal set which is not restricted to orthonormal bases unlike previous OFDM systems. The usage of non-orthogonal bases general... Non Orthogonal Frequency Division Multiplexing (NOFDM) systems make use of a transmission signal set which is not restricted to orthonormal bases unlike previous OFDM systems. The usage of non-orthogonal bases generally results in a trade-off between Bit Error Rate (BER) and receiver complexity. This paper studies the use of Gabor based on designing a Spectrally Efficient Multi-Carrier Modulation Scheme. Using Gabor Transform with a specific Gaussian envelope;we derive the expected BER-SNR performance. The spectral usage of such a NOFDM system when affected by a channel that imparts Additive White Gaussian Noise (AWGN) is estimated. We compare the obtained results with an OFDM system and observe that with comparable BER performance, this system gives a better spectral usage. The effect of window length on spectral usage is also analyzed. 展开更多
关键词 Non-Orthogonal FREQUENCY DIVISION multiPLEXING (NOFDM) Spectrally EFFICIENT FREQUENCY DIVISION multiPLEXING (SEFDM) GABOR Transform OFDM Reisz Bases multi carrier Modulation (MCM)
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基于multi-agent的多式联运各区段分运承运人选择系统 被引量:4
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作者 马彩雯 孙光圻 《上海海事大学学报》 北大核心 2006年第3期51-54,共4页
提出将agent技术应用于多式联运各区段承运人的选择,通过多agent之间的协商完成各区段分运承运人的科学选择.在系统开发实施方面,采用基于Java的agent框架,设计出基于multi-agent的多式联运各区段分运承运人选择系统结构,并给出各区段... 提出将agent技术应用于多式联运各区段承运人的选择,通过多agent之间的协商完成各区段分运承运人的科学选择.在系统开发实施方面,采用基于Java的agent框架,设计出基于multi-agent的多式联运各区段分运承运人选择系统结构,并给出各区段分运承运人选择的原型系统. 展开更多
关键词 多式联运 承运人 多AGENT系统 合同网协议
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A Sensor-less Surface Mounted PMSM for Electronic Speed Control in Multilevel Inverter
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作者 S.Dinesh Kumar A.Jagadeeshwaran 《Intelligent Automation & Soft Computing》 SCIE 2023年第5期2201-2215,共15页
Recent advancements in power electronics technology evolves inverter fed electric motors.Speed signals and rotor position are essential for controlling an electric motor accurately.In this paper,the sensorless speed c... Recent advancements in power electronics technology evolves inverter fed electric motors.Speed signals and rotor position are essential for controlling an electric motor accurately.In this paper,the sensorless speed control of surface-mounted permanent magnet synchronous motor(SPMSM)has been attempted.SPMSM wants a digital inverter for its precise working.Hence,this study incor-poratesfifteen level inverter to the SPMSM.A sliding mode observer(SMO)based sensorless speed control scheme is projected to determine rotor spot and speed of the multilevel inverter(MLI)fed SPMSM.MLI has been operated using a multi carrier pulse width modulation(MCPWM)strategy for generation offif-teen level voltages.The simulation works are executed with MATLAB/SIMU-LINK software.The steadiness and the heftiness of the projected model have been investigated under no loaded and loaded situations of SPMSM.Furthermore,the projected method can be adapted for electric vehicles. 展开更多
关键词 Surface-mounted permanent magnet synchronous motor sensorless speed control multilevel inverter torque estimation multi carrier pulse width modulation
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基于三频观测的Multi_GNSS载波相位特性分析
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作者 刘荟萃 鞠冰 +2 位作者 谭永政 曹建峰 李勰 《测绘与空间地理信息》 2023年第9期6-8,共3页
载波相位观测噪声和多径误差是衡量载波相位观测数据质量的重要指标。采用三频消电离层无几何组合对GPS、BDS和Galileo系统的载波相位观测噪声和多径误差进行计算。选取IGS ARHT和MGO2两测站2021年连续30 d的数据,对上述GNSS系统的载波... 载波相位观测噪声和多径误差是衡量载波相位观测数据质量的重要指标。采用三频消电离层无几何组合对GPS、BDS和Galileo系统的载波相位观测噪声和多径误差进行计算。选取IGS ARHT和MGO2两测站2021年连续30 d的数据,对上述GNSS系统的载波相位观测噪声和多径误差特性进行了分析,采用高阶谐函数对GPS Block IIF卫星的频间钟偏差进行模型化以降低其对DIF的影响,结论显示,各系统的DIF组合均方根值随着仰角的增大逐渐减小,在高仰角区间内比低仰角区间下降约90%;受残余IFCB的影响,GPS系统的DIF组合均方根值最大,约为BDS-2系统的3—7倍,约为BDS-3和GAL系统的20倍。 展开更多
关键词 GNSS 载波相位 观测噪声 多径误差 频间钟偏差
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Multi-h CPM解调算法研究综述 被引量:2
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作者 上官泽胤 《电子测量技术》 2019年第5期60-64,共5页
Multi-h CPM体制凭借着高效的带宽效率和功率效率,在未来航天遥测领域具有巨大的潜在优势,但是解调技术的高复杂度限制了其广泛应用。为了能在较小性能损失的前提下实现解调结构的简化,在对Multi-h CPM体制的特点和发展现状进行了简要... Multi-h CPM体制凭借着高效的带宽效率和功率效率,在未来航天遥测领域具有巨大的潜在优势,但是解调技术的高复杂度限制了其广泛应用。为了能在较小性能损失的前提下实现解调结构的简化,在对Multi-h CPM体制的特点和发展现状进行了简要介绍之后,重点阐述了Multi-h CPM信号的接收机的基本结构,详细总结了其中的载波同步、定时同步、调制指数同步以及序列检测技术的方法来源、发展历程和理论基础,分析了各自的优缺点,最后,提出了Multi-h CPM体制的进一步研究方向。 展开更多
关键词 multi-h CPM 解调 载波同步 定时同步 调制指数同步 序列检测
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Novel scheme of high precision inertial measurement for high-speed rotating carriers 被引量:2
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作者 武庆雅 贾庆忠 +1 位作者 单家元 孟秀云 《Journal of Beijing Institute of Technology》 EI CAS 2015年第2期151-157,共7页
In order to satisfy the requirement of high precision measurement in a high dynamic environment, a kind of gyro aided multi-accelerometer inertial measurement unit (GAMA-IMU) with six accelerometers and two gyros (... In order to satisfy the requirement of high precision measurement in a high dynamic environment, a kind of gyro aided multi-accelerometer inertial measurement unit (GAMA-IMU) with six accelerometers and two gyros (6A2G) was proposed in this paper. The available configurations have the problem of low measurement precision In a high dynamic environment due to channel coupling. The three channels were decoupled when calculating the angular velocity in the proposed configuration. The yawing and pitching angular velocity were directly measured by gyros, while only the rolling angular velocity was obtained by the GAMA-IMU indirectly from the rolling angular acceleration and quadratic component of rolling angular velocity. Then a single channel rolling angular velocity calculation model was established and the extended Kalman filter (EKF) was used to do state esti- mation. Simulations were carried out and results indicated that the calculation precision of the proposed 6A2G configuration could meet the demand of high precision measurement for a high-speed rotating carrier. 展开更多
关键词 high-speed rotating carrier gyro aided multi-accelerometer angular velocity calcula- tion extended kaiman filter (EKF)
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离散小波变换的超奈奎斯特速率无线光FBMC通信系统性能 被引量:1
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作者 曹明华 韩生春 +3 位作者 张悦 张霞 陈轩 张凌雲 《光通信技术》 北大核心 2025年第5期21-26,共6页
为消除厄米特对称(Hermitian Symmetry)对滤波器组多载波(FBMC)在无线光通信(WOC)系统中的限制问题,提出了一种将离散小波变换(DWT)应用到光FBMC的新方案,并引入超奈奎斯特(FTN)技术提高系统频谱效率。采用蒙特卡洛法对系统的误码率、... 为消除厄米特对称(Hermitian Symmetry)对滤波器组多载波(FBMC)在无线光通信(WOC)系统中的限制问题,提出了一种将离散小波变换(DWT)应用到光FBMC的新方案,并引入超奈奎斯特(FTN)技术提高系统频谱效率。采用蒙特卡洛法对系统的误码率、峰均比(PAPR)、频谱效率和复杂度进行了分析,并与传统方案进行了对比。仿真结果表明:与直流偏置光(DCO)-FBMC和非对称限幅光(ACO)-FBMC相比,DWT-FBMC系统在误码率为10^(-4)时信噪比提升约5、2 dB,频谱效率分别提高了1.5、1 bit·s^(-1)·Hz^(-1);引入FTN后,FTN-DWT-FBMC系统能大幅提升频谱效率。 展开更多
关键词 无线光通信 滤波器组多载波 小波变换 超奈奎斯特
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Evaluation of multi-cycle performance of chemical looping dry reforming using CO_2 as an oxidant with Fe–Ni bimetallic oxides 被引量:7
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作者 Zhen Huang Huanqi Jiang +7 位作者 Fang He Dezhen Chen Guoqiang Wei Kun Zhao Anqing Zheng Yipeng Feng Zengli Zhao Haibin Li 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2016年第1期62-70,共9页
Chemical looping dry reforming(CLDR) is an innovative technology for CO2 utilization using the chemical looping principle.The CLDR process consists of three stages,i.e.CH4 reduction,CO2 reforming,and air oxidation.S... Chemical looping dry reforming(CLDR) is an innovative technology for CO2 utilization using the chemical looping principle.The CLDR process consists of three stages,i.e.CH4 reduction,CO2 reforming,and air oxidation.Spinel nickel ferrite(NiFe2O4) was prepared and its multi-cycle performance as an oxygen carrier for CLDR was experimentally investigated.X-ray diffraction(XRD) and Laser Raman spectroscopy showed that a pure spinel crystalline phase(NiFe2O4) was obtained by a parallel flow co-precipitating method.NiFe2O4was reduced into Fe-Ni alloy and wustite(FexO) during the CH4 reduction process.Subsequent oxidation of the reduced oxygen carrier was performed with CO2 as an oxidant to form an intermediate state:a mixture of spinel Ni(1-x)Fe(2+x)O4,Fe(2+y)O4 and metallic Ni.And CO was generated in parallel during this stage.Approximate 185 mL of CO was generated for 1 g spinel NiFe2O4 in a single cycle.The intermediate oxygen carrier was fully oxidized in the air oxidation stage to form a mixture of Ni(1+x)Fe(2-x)O4 and Fe2O3.Although the original state of oxygen carrier(NiFe2O4) was not fully regenerated and agglomeration was observed,a good recyclability was shown in 10 successive redox cycles. 展开更多
关键词 Chemical looping Oxygen carrier Nickel ferrite CO2 utilization multi-cycle performance
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物质流能量流协同的钢铁企业能源系统动态调控 被引量:1
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作者 孙彦广 盛刚 《钢铁》 北大核心 2025年第7期167-179,共13页
物质流与能量流协同是钢铁企业能源系统优化和节能降耗的重要切入点之一。针对物质流能量流协同的钢铁企业能源系统动态调控问题,基于煤气、蒸汽和电力等能源介质的能量流与能量流网络的宏观运行动力学分析,从2个视角提出了钢铁制造流... 物质流与能量流协同是钢铁企业能源系统优化和节能降耗的重要切入点之一。针对物质流能量流协同的钢铁企业能源系统动态调控问题,基于煤气、蒸汽和电力等能源介质的能量流与能量流网络的宏观运行动力学分析,从2个视角提出了钢铁制造流程能量流与能量流网络的动态调控机制。一是针对特定的外部环境和内在条件,通过协同各工序/设备的运行参数,确定合理的耗散最小稳态“吸引子”并促其快速达成;二是感知钢铁制造流程的内在不确定性和外部“刺激”,做出及时或预测性动态“响应”,自适应维持耗散最小的稳态“吸引子”,或自决策主动做出向新稳态的变迁。分析了以5维动态甘特图为核心的能量流动态调控过程,5维动态甘特图预测主要能源介质产生、消耗和缓冲状态和态势,给出预计采取的调控动作指令。通过能量流5维动态甘特图,可以实现预知变化、及时调整、优化运行的目的。设计了多能源介质能量流动态调控递阶功能结构和支撑平台,分为多介质动态优化和单介质动态调控2个层级,多介质动态优化层级是集中协同优化,多个单介质动态调控层级是分布式控制系统。数字化平台具有实时态运行、历史态反演和未来态推演等运行状态,支撑功能的持续改进。归纳了能源系统动态调控中物质流能量流协同作用的层级,强调了实现从信息交换层级、决策支持层级到协同优化层级跃升的必要性。 展开更多
关键词 物质流能量流协同 能源系统动态调控 宏观动力学分析 动态甘特图 动态调控机制 节能降耗 多介质 钢铁企业
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基于总分式控制的准Z源级联多电平光伏逆变器
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作者 金宁治 侯焦伟 孙东阳 《电工技术学报》 北大核心 2025年第20期6699-6715,共17页
准Z源级联多电平逆变器(QZS-CMI)可实现单级升压和逆变的功能,其每个功率单元可独立控制且不存在电容均压问题,适用于分布式光伏发电系统。针对准Z源逆变器(QZSI)传统简单升压调制导致开关频率过高的问题,该文提出一种多载波移相脉宽调... 准Z源级联多电平逆变器(QZS-CMI)可实现单级升压和逆变的功能,其每个功率单元可独立控制且不存在电容均压问题,适用于分布式光伏发电系统。针对准Z源逆变器(QZSI)传统简单升压调制导致开关频率过高的问题,该文提出一种多载波移相脉宽调制(MPSPWM)方法,通过将直通零矢量插入开关切换时刻,减小系统开关频率。为提高系统动态响应、减小QZS-CMI电流畸变率,该文提出一种总分式控制策略。直流母线电压分控制器采用PI控制实现直流链电压的稳定,并网电流总控制器采用改进的无差拍控制(DBC)实现并网电流的快速跟踪。当各模块间输出功率不平衡时,功率较大的模块易发生过调制。该文提出一种3次谐波注入控制策略,通过在过调制模块中注入3次谐波,在未过调制的模块中注入同量的反向3次谐波,有效地提高了功率运行范围,防止过调制的产生。最后通过三模块级联QZS-CMI仿真及实验验证上述理论的有效性。 展开更多
关键词 准Z源级联多电平逆变器 多载波移相脉宽调制 总分式控制 无差拍控制 3次谐波注入
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基于多任务学习的通用滤波多载波调制识别与信噪比估计
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作者 张天骐 吴云戈 +1 位作者 吴仙越 李春运 《电讯技术》 北大核心 2025年第8期1213-1220,共8页
非协作通信通用滤波多载波(Universal Filtered Multi-carrier,UFMC)信号子载波所存在的调制识别以及信噪比估计问题有待解决,但目前研究只针对于单一任务。对此,提出一种利用多任务学习框架的神经网络模型,同时解决调制识别以及信噪比... 非协作通信通用滤波多载波(Universal Filtered Multi-carrier,UFMC)信号子载波所存在的调制识别以及信噪比估计问题有待解决,但目前研究只针对于单一任务。对此,提出一种利用多任务学习框架的神经网络模型,同时解决调制识别以及信噪比估计任务。首先得到UFMC系统接收端信号,求解出信号同相正交分量作为输入特征;接着在多任务学习框架上构建神经网络,采用的神经网络是将卷积神经网络与长短时记忆网络串联;最后利用上述模型对两个任务进行联合求解。实验结果表明,所构建多任务学习模型性能优于单任务学习,在信噪比为0 dB时,子载波调制识别准确率提升7.71%,信噪比估计均方误差减小45.6%。 展开更多
关键词 通用滤波多载波(UFMC) 调制识别 信噪比估计 多任务学习 神经网络
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语义双通道特征提取下图书馆多载体信息推荐研究
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作者 汤松梅 《情报科学》 北大核心 2025年第3期85-90,98,共7页
【目的/意义】图书馆信息载体多样,数据结构、元数据格式和存储方式存在差异且资源情景相似,传统以结构化数据存储信息的图书馆管理系统,语义表达单一,仅关注内容特征,只能单通道提取语义特征,无法适应用户搜索习惯,导致图书信息推荐匹... 【目的/意义】图书馆信息载体多样,数据结构、元数据格式和存储方式存在差异且资源情景相似,传统以结构化数据存储信息的图书馆管理系统,语义表达单一,仅关注内容特征,只能单通道提取语义特征,无法适应用户搜索习惯,导致图书信息推荐匹配度低、用户满意度不高,所以需要新的推荐方法。【方法/过程】提出语义双通道特征提取下的图书馆多载体信息推荐方法。一是采用语义双通道特征提取策略,提取图书馆多载体信息内容特征和用户需求特征:将注意力机制引入卷积神经网络形成ATTCNN模型,在卷积层捕捉局部特征后,利用注意力层通过学习权重分布,选择性地关注输入数据中与信息推荐任务最相关的部分,提取信息内容特征。通过引入核函数将数据映射到高维特征空间,进而在该空间中执行聚类操作,发现数据的内在结构和分布规律,以提取用户需求特征。二是采用Apriori算法获取两者的匹配关系,依据强关联性筛选出契合用户个性化需求的信息实现智能推荐。【结果/结论】实验表明,用ATTCNN模型和核聚类算法分别提取特征时,F1始终高于0.9,推荐信息匹配度高于92%,用户满意度高于89%,证明该方法可精准推荐信息,提高用户满意度。【创新/局限】创新点在于采用语义双通道特征提取策略,结合多种算法实现精准推荐。 展开更多
关键词 语义双通道 图书馆 特征提取 多载体 信息推荐 Apriori算法
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一种低电压应力的三电平PFC电路研究
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作者 袁建华 苏超 卢云 《电子技术应用》 2025年第1期118-123,共6页
三电平及多电平电路具有更小的直流侧电压脉动和降低电路损耗的优点,并且能使直流侧电流波形更接近正弦化,因此提出一种基于四开关三电平PFC电路。利用四个开关管进行组合,使其具有多向开关功能,不仅能将输出电压抬升至三电平,降低开关... 三电平及多电平电路具有更小的直流侧电压脉动和降低电路损耗的优点,并且能使直流侧电流波形更接近正弦化,因此提出一种基于四开关三电平PFC电路。利用四个开关管进行组合,使其具有多向开关功能,不仅能将输出电压抬升至三电平,降低开关管电压应力,还能为电感充电提供回路。同时该电路在每个模态最多两个开关管开通并共用一个脉冲信号,一定意义上简化了控制复杂度。最后,通过搭建一个额定功率为800 W的实验平台,验证理论分析正确性。 展开更多
关键词 多电平技术 功率因数调制 双闭环控制 多载波调制
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