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Study of Control rod worth in the TMSR 被引量:5
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作者 ZHOU Xuemei LIU Guimin 《Nuclear Science and Techniques》 SCIE CAS CSCD 2013年第1期38-42,共5页
Control rod is a primary control part of emergency control and power regulation in nuclear reactor. The main application of it is to control fast change of the reactivity. The theoretical analysis for the worth of con... Control rod is a primary control part of emergency control and power regulation in nuclear reactor. The main application of it is to control fast change of the reactivity. The theoretical analysis for the worth of control rod is necessary in the stage of design. Based on design requirements, some results are calculated. Firstly, control rod worth with different density of neutron absorber is calculated by MCNP here. Secondly, the study of integral and differential control rod worth is presented in this paper while the control rod is inserted into reactor core and total worth of three rods with different positions are also calculated. Finally, the effect of the axial and radial neutron flux in reactor core which is caused by the control rods is simulated. The simulation results of the control rods meet design requirements for TMSR. 展开更多
关键词 控制杆 核反应堆 设计阶段 计算结果 中子通量 仿真结果 控制棒 功率调节
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Thermal behavior of the HTR-10 under combined PLOFC and ATWS condition initiated by unscrammed control rod withdrawal 被引量:5
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作者 Feng Gou Yuan Liu +1 位作者 Fu-Bing Chen Yu-Jie Dong 《Nuclear Science and Techniques》 SCIE CAS CSCD 2018年第9期130-138,共9页
Two tests initiated by unscrammed control rod withdrawal were performed on the High Temperature GasCooled Reactor-Test Module(HTR-10) in November 2003 after the reactor achieved its full power, and the test conditions... Two tests initiated by unscrammed control rod withdrawal were performed on the High Temperature GasCooled Reactor-Test Module(HTR-10) in November 2003 after the reactor achieved its full power, and the test conditions represented a typical transient scenario of modular high-temperature reactors(HTRs), called pressurized loss of forced cooling, and anticipated transient without scram.Based on the test parameters, the HTR-10 thermal behaviors under the test conditions were studied with the help of the system analysis code THERMIX. The combination of the test results and the investigation results makes the HTR-10 safety potential better understood. Key phenomena, such as the helium natural circulation and the temperature redistribution in the reactor, were revealed. As the safety feature of most significance, there is a large margin between the maximum fuel temperature and its safety limit in each test. Temperatures of thermocouples in different components were calculated by THERMIX and compared with the test values. The applicability of the code was verified by good agreement obtained from the comparison. 展开更多
关键词 HTR-10 control rod WITHDRAWAL ATWS THERMIX
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Control Rod Calibration and Worth Calculation for Optimized Power Reactor 1000 (OPR-1000) Using Core Simulator OPR1000 被引量:1
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作者 Nguyen An Son Nguyen Duc Hoa +2 位作者 Tran Trung Nguyen Tran Quoc Tuan Osvaldo Camueje Raul 《World Journal of Nuclear Science and Technology》 2017年第1期15-23,共9页
Control rod is used to change the power in nuclear reactor.?Certainly, the core at any moment can be made subcritical condition and shut downs when occurring?to emergency instance in the core. The rod is grouped based... Control rod is used to change the power in nuclear reactor.?Certainly, the core at any moment can be made subcritical condition and shut downs when occurring?to emergency instance in the core. The rod is grouped based?on their function and located at different places in the core where their feature is maximized.?Two methods of control rod calibration are the asymptotic period method and the rod-drop method, which were applied in this experiment. In the first method, the reactor is made supcritical by inserting the control rod to be calibrated a certain level. The rod drop method is to determine the subcritical;at the critical state, the rod to be calibrated is dropped into the core, and the resulting decay of neutron flux is observed and related to the reactivity. In this paper, the regulating rod will be calibrated according to the reactivity in OPR-1000 that corresponds to a certain control rod insert or withdraw, and the reactivity in power reactor depends?on the integral and differential control rod group too. The core simulator OPR1000 is used to test those methods. 展开更多
关键词 control rod The ASYMPTOTIC Period METHOD The rod-Drop METHOD CORE SIMULATOR OPR1000
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Minimizing torque ripple in a brushless DC motor with fuzzy logic: applied to control rod driving mechanism of MNSR
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作者 Mohammad Divandari Mehdi Hashemi-Tilehnoee +2 位作者 Bahram Asgari-Ziarati Mohammadreza Hosseinkhah Khashayar Sabagh 《Nuclear Science and Techniques》 SCIE CAS CSCD 2015年第1期50-56,共7页
A permanent magnet BLDC(brushless direct current) motor is used to move the control rod of a miniature neutron source reactor(MNSR). The BLDC motor drive is modeled using MATLAB/SIMULINK. Two main parts of the modelin... A permanent magnet BLDC(brushless direct current) motor is used to move the control rod of a miniature neutron source reactor(MNSR). The BLDC motor drive is modeled using MATLAB/SIMULINK. Two main parts of the modeling are the inverter switching and the current control. Current control with chopping used to minimize the torque ripple of the MNSR control rod drive. Fuzzy logic current control together with soft chopping control shows the best response of all the three strategies. The prototype drive mechanism has an ATmega32 controller and power MOSFET switches. The simulation results are compared with experimental drive mechanism. 展开更多
关键词 永磁无刷直流电机 控制棒驱动机构 微型反应堆 模糊逻辑 最小化 转矩波动 机用 SIMULINK模型
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Analysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling
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作者 Hend Mohammed El Sayed Saad Hesham Mohammed Mohammed Mansour Moustafa Aziz Abd ElWahab 《材料科学与工程(中英文B版)》 2013年第2期128-137,共10页
关键词 诱导反应 控制棒 动力学方程 冷却 弹射 弹棒事故 温度反馈 反应器
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On Line Measurement of Reactivity Worth of TRIGA Mark-II Research Reactor Control Rods
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作者 Nusrat Jahan Mamunur M. Rashid +3 位作者 F. Ahmed M. G. S. Islam M. Aliuzzaman S. M. A. Islam 《Journal of Modern Physics》 2011年第9期1024-1029,共6页
The reactivity worth measurement system for control rods of the TRIGA MARK-II research reactor of Bangladesh has been design and developed. The theory of the kinetic technique of measuring reactivity has been used by ... The reactivity worth measurement system for control rods of the TRIGA MARK-II research reactor of Bangladesh has been design and developed. The theory of the kinetic technique of measuring reactivity has been used by this measurement system. The system comprises of indigenous hardware and software for online acquisition of neutron flux signals from reactor console and then computes the reactivity worth accordingly. Here for the TRIGA MARK-II research reactor, the reactivity measurement system was implemented with a dedicated circuit assembly and a conventional personal computer. A high-level Visual Basic real-time programming has been developed for data acquisition, reactivity calculation, online display (numerically as well as graphically), saving data, etc. To measure reactivity worth of TRIGA reactor control rods the rod drop experimental technique has been adopted. The results of tests experiments, carried out with the rod drop method for measuring various reactivity worth of control rods have been presented in the paper. A comparison between this results with the results using period method and that of computation method, demonstrated that the response of this reactivity measurement system is fast enough to monitor and measure the safety-related reactivity and power excursions in the reactor. 展开更多
关键词 REACTIVITY WORTH Measurement control rod Kinetic rod DROP Visual Basic
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Reduced Basis Approaches in Time-Dependent Non-Coercive Settings for Modelling the Movement of Nuclear Reactor Control Rods 被引量:2
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作者 Alberto Sartori Antonio Cammi +1 位作者 Lelio Luzzi Gianluigi Rozza 《Communications in Computational Physics》 SCIE 2016年第6期23-59,共37页
In this work,two approaches,based on the certified Reduced Basis method,have been developed for simulating the movement of nuclear reactor control rods,in time-dependent non-coercive settings featuring a 3D geometrica... In this work,two approaches,based on the certified Reduced Basis method,have been developed for simulating the movement of nuclear reactor control rods,in time-dependent non-coercive settings featuring a 3D geometrical framework.In particular,in a first approach,a piece-wise affine transformation based on subdomains division has been implemented for modelling the movement of one control rod.In the second approach,a“staircase”strategy has been adopted for simulating themovement of all the three rods featured by the nuclear reactor chosen as case study.The neutron kinetics has been modelled according to the so-called multi-group neutron diffusion,which,in the present case,is a set of ten coupled parametrized parabolic equations(two energy groups for the neutron flux,and eight for the precursors).Both the reduced order models,developed according to the two approaches,provided a very good accuracy comparedwith high-fidelity results,assumed as“truth”solutions.At the same time,the computational speed-up in the Online phase,with respect to the fine“truth”finite element discretization,achievable by both the proposed approaches is at least of three orders of magnitude,allowing a real-time simulation of the rod movement and control. 展开更多
关键词 Reduced basis method control rod movement spatial kinetics parametrized geometry multi-group neutron diffusion non-coercive operators
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Dynamic Programming Method to Optimize Control Rod Positions in NHR-200
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作者 胡永明 许云林 《Tsinghua Science and Technology》 SCIE EI CAS 1996年第1期12-15,共4页
A code. OPTROD. based on dynamic programming method is developed and utilized to optimize control rod positions throughout the fuel cycle of the 200 MW nuclear heating reactor (NHR-200). A fuel cycle is divided into m... A code. OPTROD. based on dynamic programming method is developed and utilized to optimize control rod positions throughout the fuel cycle of the 200 MW nuclear heating reactor (NHR-200). A fuel cycle is divided into many steps or stages. Optimization of the multistage process is solved iteratively in the forward direction throughout a fuel cycle. The dynamic programming method is much more efficient than the normal nonlinear programming method. Convergence is obtained even if poor initial control rod positions are given. 展开更多
关键词 optimize dynamic programming MULTISTAGE nonlinear programming nuclear heating reactor control rod
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Optimization of spatial structure designs of control rod using Monte Carlo code RMC
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作者 Hao LUO Mancang LI +2 位作者 Shanfang HUANG Minyun LIU Kan WANG 《Frontiers in Energy》 SCIE CSCD 2021年第4期974-983,共10页
Control rod is the most important approach to control reactivity in reactors,which is currently a cluster of pins filled with boron carbide(B4C).In this case,neutrons are captured in the outer region,and thus the inne... Control rod is the most important approach to control reactivity in reactors,which is currently a cluster of pins filled with boron carbide(B4C).In this case,neutrons are captured in the outer region,and thus the inner absorber is inefficient.Moreover,the lifetime of the control rod is challenged due to the high reactivity worth loss resulted from the excessive degradation of B4C in the high flux area.In this work,some control rod designs are proposed with optimized spatial structures including the spatially mixed rod,radially moderated rod,and composite control rod with small-sized pins.The control rod worth and effective absorption cross section of these designs are computed using the Monte Carlo code RMC.A long-time depletion calculation is conducted to evaluate their burnup stability.For the spatially mixed rod,rare-earth absorbers are combined with B4C in spatial structure.Compared with the homogenous B4C rod,mixed designs ensure more sufficient reactivity worth in the lifetime of the reactor.The minimum reactivity loss at the end of the cycle is only 1.8%from the dysprosium titanate rod,while the loss for pure B4C rod is nearly 12%.For the radially moderated design,a doubled neutronic efficiency is achieved when the volume ratio of moderator equals approximately 0.3,while excessive moderating may lead to the failure of control rods.The control rod with small-sized pins processes an enhanced safety performance and saves the investment in absorbers.The rod worth can be further enhanced by introducing small moderator pins,and the reactivity loss caused by the reduction of absorbers is sustainable. 展开更多
关键词 control rod optimized spatial structure neutronic performance burnup stability
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Control rod drive for high temperature gas cooled reactor
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作者 DengJun-Xian XuJi-Ming 《Nuclear Science and Techniques》 SCIE CAS CSCD 1998年第1期45-46,共2页
ControlroddriveforhightemperaturegascooledreactorDengJunXian,XuJiMing,XiaoShuRu,ZhangHan,YangShenHua,LiuAiJu... ControlroddriveforhightemperaturegascooledreactorDengJunXian,XuJiMing,XiaoShuRu,ZhangHan,YangShenHua,LiuAiJun,ZhangEnH... 展开更多
关键词 核反应堆 高温气体冷却 控制棒驱动
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基于机器学习的控制棒驱动机构传动副磨损寿命预测研究 被引量:1
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作者 肖聪 刘承敏 +4 位作者 罗英 彭航 李维 张志强 黄擎宇 《核动力工程》 北大核心 2025年第2期209-216,共8页
控制棒驱动机构(CRDM)是反应堆内唯一具有相对运行的设备单元,可快速调节反应堆反应性,对反应堆安全运行十分重要,磨损是影响CRDM传动副功能失效的主要因素,直接决定其使用寿命。本文通过CRDM传动副磨损实验,发现传动副主要磨损形式有3... 控制棒驱动机构(CRDM)是反应堆内唯一具有相对运行的设备单元,可快速调节反应堆反应性,对反应堆安全运行十分重要,磨损是影响CRDM传动副功能失效的主要因素,直接决定其使用寿命。本文通过CRDM传动副磨损实验,发现传动副主要磨损形式有3种:磨粒磨损、疲劳磨损和氧化磨损,同时发现当传动副顶部区域磨损体积比达16.46%时,CRDM出现滑棒,可判定此刻转动部件出现了磨损失效,将此刻的磨损体积值作为传动副的失效阈值。在获得传动副磨损体积数据和外部振动信号后,本文构建了内部磨损体积与外部振动信号的关联关系,并通过外部振动信号,基于支持向量回归(SVR)、卷积神经网络(CNN)、长短期记忆网络(LSTM)3种机器学习算法,分别构建了CRDM传动副寿命预测模型,通过对比分析认为,在预测精度上LSTM模型优于CNN模型优于SVR模型,在计算效率上SVR模型优于CNN模型优于LSTM模型。 展开更多
关键词 控制棒驱动机构(CRDM) 传动副 磨损 剩余寿命
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磁力提升型CRDM的动态等效磁网络模型建立与多场耦合计算方法
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作者 杨云 徐奇伟 +2 位作者 苗轶如 于天达 陈西南 《电工技术学报》 北大核心 2025年第10期3030-3043,共14页
磁力提升型控制棒驱动机构(CRDM)是反应堆中控制核反应速率的关键电磁执行装置。其动态过程因电流响应、磁路饱和和运动状态间的交叉耦合而复杂,预测难度较大。为实现高精度的快速多物理场耦合计算,该文提出一种动态等效磁网络(DEMN)模... 磁力提升型控制棒驱动机构(CRDM)是反应堆中控制核反应速率的关键电磁执行装置。其动态过程因电流响应、磁路饱和和运动状态间的交叉耦合而复杂,预测难度较大。为实现高精度的快速多物理场耦合计算,该文提出一种动态等效磁网络(DEMN)模型。该模型的关键在于使用正交网格线对CRDM各区域进行网格划分,从而统一磁阻计算公式,实现DEMN的快速建模。动态变化时,仅需调整运动区域的网格大小或位置,避免了冗余建模,减少了网格差异导致的计算误差。结合电路模型和动力学方程,提出一种同时考虑电流瞬态变化和磁路饱和的CRDM多物理场耦合计算方法。最后将计算结果与3D有限元分析(FEA)结果、实验结果进行比较,验证了所提DEMN模型的快速性和准确性,以及多场耦合计算方法的正确性。 展开更多
关键词 反应堆 控制棒驱动机构 等效磁网络 多场耦合
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Fluid Flow Past a Circular Cylinder with Tandem Rod and Staggered Rod at Low Reynolds Number 被引量:2
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作者 WU Wenbo WANG Jiasong 《Journal of Ocean University of China》 SCIE CAS CSCD 2018年第5期1053-1065,共13页
The flow past a primary cylinder with one tandem control rod and one staggered control rod is simulated in this paper through solving the Navier-Stokes equations. Two examples are simulated to validate the model, and ... The flow past a primary cylinder with one tandem control rod and one staggered control rod is simulated in this paper through solving the Navier-Stokes equations. Two examples are simulated to validate the model, and the results matched well with those of previous researches. The Reynolds number based on the diameter of the primary cylinder is 500. The diameter ratio between the control rod and the primary cylinder (d/D) is 0.25. It was found that the effect of the combination of one upstream tandem control rod and one staggered control rod on the hydrodynamics of the primary cylinder is a linear superposition of the effect of a corresponding single control rod, and the effect of the upstream tandem control rod is dominant at larger spacing ratios such as G/D=2. For the combination of a downstream tandem control rod and a staggered control rod, the effect of the control rods is different from that of the corresponding single control rod in the region of 0.2〈G/D〈0.5 & 30°〈a〈120° and 0.9〈G/D〈1.4 & 30°〈a〈50°, where the additional effect is obvious. In this case, the effect of the downstream tandem control rod is dominant at small spacing ratios (such as G/D=0.1). At moderate spacing ratios such as G/D=0.4, the effects of the tandem control rod and the staggered control rod are comparable in both cases. 展开更多
关键词 tandem and staggered control rods additional effect of double control rods vortex shedding drag and lift coefficients numerical simulation
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TMSR控制棒通道套管的蠕变屈曲失稳分析
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作者 王晓艳 鱼荣芳 +2 位作者 李林玉 朱世峰 王晓 《核技术》 北大核心 2025年第4期130-138,共9页
钍基熔盐堆(Thorium Molten Salt Reactor,TMSR)控制棒通道套管是典型的承受外压的高温薄壁长圆柱壳,蠕变-屈曲失稳是其主要失效模式。本文旨在利用数值模拟方法研究控制棒通道套管高温下的蠕变屈曲失稳行为。首先基于UNS N10003合金的... 钍基熔盐堆(Thorium Molten Salt Reactor,TMSR)控制棒通道套管是典型的承受外压的高温薄壁长圆柱壳,蠕变-屈曲失稳是其主要失效模式。本文旨在利用数值模拟方法研究控制棒通道套管高温下的蠕变屈曲失稳行为。首先基于UNS N10003合金的高温蠕变试验数据获得了该材料的Norton蠕变模型及材料参数;然后利用有限元分析软件ABAQUS进行了TMSR控制棒通道套管的特征值屈曲分析与蠕变屈曲分析,并对屈曲失稳的关键因素进行了敏感性分析,获得了蠕变屈曲寿命的经验公式。分析结果表明,温度、压力、结构尺寸均会对套管的蠕变屈曲寿命产生显著影响。本文的研究结果对TMSR控制棒通道套管以及复杂结构与载荷条件下的高温结构的稳定性设计提供了工程指导依据,也为其他高温薄壁结构的蠕变屈曲寿命预测提供了依据。 展开更多
关键词 蠕变屈曲 钍基熔盐堆 控制棒通道套管 稳定性
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大型钠冷快堆核电厂棒控和棒位指示系统设计方案研究
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作者 张媛媛 段天英 +2 位作者 刘勇 冯伟伟 靳峰雷 《仪器仪表用户》 2025年第6期1-4,共4页
棒控和棒位指示系统是钠冷快堆核电厂重要的控制系统之一,用于实现反应堆的反应性控制功能。介绍了大型钠冷快堆核电厂棒控和棒位指示系统执行的主要功能、控制棒的运行方式和控制方式、系统的基本架构和主要组成设备,以及各设备执行的... 棒控和棒位指示系统是钠冷快堆核电厂重要的控制系统之一,用于实现反应堆的反应性控制功能。介绍了大型钠冷快堆核电厂棒控和棒位指示系统执行的主要功能、控制棒的运行方式和控制方式、系统的基本架构和主要组成设备,以及各设备执行的功能和实现方式等设计方案。大型钠冷快堆核电厂棒控和棒位指示系统采用数字化控制技术,实现了控制棒驱动机构的驱动控制和棒位测量功能,为运行人员和维护人员提供控制棒运行信息和系统的运行状态信息,相较于模拟技术,优化了系统架构,提高了系统性能,便于系统的运行和维护,提高了系统的可靠性、维修性和安全性。 展开更多
关键词 钠冷快堆核电厂 棒控和棒位指示系统 数字化 驱动控制 棒位测量 步进电机
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反应堆棒控棒位系统的可靠性增长试验研究
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作者 田雪莲 刘杰 +4 位作者 蒋宇 湛力 聂常华 杨祖毛 胡俊 《自动化仪表》 2025年第5期31-35,40,共6页
为准确评价改进设计的反应堆棒控棒位系统的可靠性、提高产品的可靠性水平、实现产品可靠性快速增长目标,开展了反应堆棒控棒位系统的可靠性增长试验研究。在真实模拟棒控棒位的运行负载和工作环境条件下的综合试验装置中,同时将棒控棒... 为准确评价改进设计的反应堆棒控棒位系统的可靠性、提高产品的可靠性水平、实现产品可靠性快速增长目标,开展了反应堆棒控棒位系统的可靠性增长试验研究。在真实模拟棒控棒位的运行负载和工作环境条件下的综合试验装置中,同时将棒控棒位试验件置于高温环境箱内。根据阿伦尼斯模型,采用温度加速试验方式开展了可靠性增长试验。棒位系统首发故障时间超过21630.2 h。棒控系统在较短试验周期内暴露了薄弱环节。经故障分析和改进设计,可靠性水平明显提高。通过杜安模型预估得到棒控机箱的平均故障间隔时间(MTBF)大于10626.13 h,平均故障率降至0.14‰以下。试验结果表明,控制棒驱动线热态回路与棒控棒位加速环境耦合的综合试验装置和方法有效、可行。该研究为类似单一样件的多系统设备可靠性评价和验证提供了新的有效途径。 展开更多
关键词 核电 反应堆 棒控棒位系统 加速试验 热态 可靠性 平均故障间隔时间
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海带晾晒杆自动周转控制系统设计
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作者 何永艳 朱烨 《自动化技术与应用》 2025年第7期39-42,共4页
针对海带在自然晾晒干燥过程中晾晒杆周转时,劳动强度大、自动化程度低等问题,设计研制一种以S7-200 SMART系列可编程逻辑控制器(programmable logic controller,PLC)为处理器、结合多个限位开关和周转小车的海带自然晾晒杆自动周转控... 针对海带在自然晾晒干燥过程中晾晒杆周转时,劳动强度大、自动化程度低等问题,设计研制一种以S7-200 SMART系列可编程逻辑控制器(programmable logic controller,PLC)为处理器、结合多个限位开关和周转小车的海带自然晾晒杆自动周转控制系统。该系统采用变频调速技术,实现对电机转速可调功能,同时利用无线遥控技术,实现对控制系统的远程遥控功能,借助多个限位开关,信号指示完成逻辑运动控制,最终实现到位动作周转晾晒杆功能。实验结果表明,该控制系统运行可靠,大幅提高运行效率,适宜海带自然晾晒干燥系统现场实际情况。 展开更多
关键词 PLC 晾晒杆 自动周转 控制系统 变频调速
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圆柱锂电池智能检测分选机的设计
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作者 刘媛媛 付光怀 +2 位作者 陈成 刘宝杰 范圣灵 《机械工程与自动化》 2025年第3期156-158,共3页
为满足二手圆柱锂电池精准高效检测回收利用的需求,专门设计了一套融合PLC、视觉、内阻检测技术的智能检测分选机。自主设计了检测分选机的上料和出料机构,其机械结构精密稳固,运行平稳有序。以西门子PLC为控制器,与MCGS触摸屏、海康视... 为满足二手圆柱锂电池精准高效检测回收利用的需求,专门设计了一套融合PLC、视觉、内阻检测技术的智能检测分选机。自主设计了检测分选机的上料和出料机构,其机械结构精密稳固,运行平稳有序。以西门子PLC为控制器,与MCGS触摸屏、海康视觉、内阻测试仪、联网宝等构建了完善的通信网络,实现了数据的准确高效交换。经过实验测试,设备在分选精度、速度以及系统的可靠性等性能指标上均达到了预期的设计要求,能够大大提高电池生产过程中的自动化水平,降低误判率,提高回收电池品质。 展开更多
关键词 圆柱锂电池 智能检测分选机 上料机构 电动推杆 控制系统
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基于马氏距离与WOA-LSTM RCP的早期故障诊断
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作者 唐圣学 刘成龙 王鸿凡 《计算机仿真》 2025年第2期546-552,共7页
针对棒控电源早期元件退化降质辨识诊断,传统方法故障特征提取困难且计算量较大,难以实现实时检测诊断问题,提出了一种融合时间序列向量、马氏距离(MD)、鲸鱼优化算法(WOA)和LSTM的组合预测诊断模型。首先,根据棒控电源元件正常与退化... 针对棒控电源早期元件退化降质辨识诊断,传统方法故障特征提取困难且计算量较大,难以实现实时检测诊断问题,提出了一种融合时间序列向量、马氏距离(MD)、鲸鱼优化算法(WOA)和LSTM的组合预测诊断模型。首先,根据棒控电源元件正常与退化状态输出电压与纹波电流分析了不同元件降质退化的波形形态,进而利用马氏距离对时序故障向量进行处理得到故障特征向量,最后,利用LSTM神经网络在处理时序问题中的独特记忆优势,将故障特征向量数据集输入WOA-LSTM构建诊断模型,输出预测诊断结果。分析结果表明,所提方法能够有效地提取棒控电源的故障特征信息,提高运算的速度,实现电源在线诊断监测,同时对电源故障的准确率有很大提高,诊断模型的辨识率可达94.92%。 展开更多
关键词 棒控电源 故障诊断 马氏距离
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Controlling chaos based on a novel intelligent integral terminal sliding mode control in a rod-type plasma torch
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作者 Safa Khari Zahra Rahmani Behrooz Rezaie 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第5期11-22,共12页
An integral terminal sliding mode controller is proposed in order to control chaos in a rod-type plasma torch system.In this method, a new sliding surface is defined based on a combination of the conventional sliding ... An integral terminal sliding mode controller is proposed in order to control chaos in a rod-type plasma torch system.In this method, a new sliding surface is defined based on a combination of the conventional sliding surface in terminal sliding mode control and a nonlinear function of the integral of the system states. It is assumed that the dynamics of a chaotic system are unknown and also the system is exposed to disturbance and unstructured uncertainty. To achieve a chattering-free and high-speed response for such an unknown system, an adaptive neuro-fuzzy inference system is utilized in the next step to approximate the unknown part of the nonlinear dynamics. Then, the proposed integral terminal sliding mode controller stabilizes the approximated system based on Lyapunov's stability theory. In addition, a Bee algorithm is used to select the coefficients of integral terminal sliding mode controller to improve the performance of the proposed method. Simulation results demonstrate the improvement in the response speed, chattering rejection, transient response,and robustness against uncertainties. 展开更多
关键词 CHAOS rod-type plasma torch intelligent integral terminal sliding mode control Bee algorithm
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