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Non-integer Order Control Scheme for Pressurized Water Reactor Core Power
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作者 Ibrahim M.Mehedi Maher H.AL-Sereihy +1 位作者 Asmaa Ubaid Al-Saggaf Ubaid M.Al-Saggaf 《Computers, Materials & Continua》 SCIE EI 2022年第7期651-662,共12页
Tracking load changes in a pressurized water reactor(PWR)with the help of an efficient core power control scheme in a nuclear power station is very important.The reason is that it is challenging to maintain a stable c... Tracking load changes in a pressurized water reactor(PWR)with the help of an efficient core power control scheme in a nuclear power station is very important.The reason is that it is challenging to maintain a stable core power according to the reference value within an acceptable tolerance for the safety of PWR.To overcome the uncertainties,a non-integer-based fractional order control method is demonstrated to control the core power of PWR.The available dynamic model of the reactor core is used in this analysis.Core power is controlled using a modified state feedback approach with a non-integer integral scheme through two different approximations,CRONE(Commande Robuste d’Ordre Non Entier,meaning Non-integer orderRobust Control)and FOMCON(non-integer order modeling and control).Simulation results are produced using MATLAB■program.Both non-integer results are compared with an integer order PI(Proportional Integral)algorithm to justify the effectiveness of the proposed scheme.Sate-spacemodel Core power control Non-integer control Pressurized water reactor PI controller CRONE FOMCON. 展开更多
关键词 Sate-space model core power control non-integer control pressurized water reactor PI controller CRONE FOMCON
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A composite controller for reactor core combining artificial neural network and fractional-order PID controller
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作者 WANG Zhe-Zheng ZHANG Xiao DENG Ke 《四川大学学报(自然科学版)》 北大核心 2025年第4期1015-1024,共10页
Core power is a key parameter of nuclear reactor.Traditionally,the proportional-integralderivative(PID)controllers are used to control the core power.Fractional-order PID(FOPID)controller represents the cutting edge i... Core power is a key parameter of nuclear reactor.Traditionally,the proportional-integralderivative(PID)controllers are used to control the core power.Fractional-order PID(FOPID)controller represents the cutting edge in core power control research.In comparing with the integer-order models,fractional-order models describe the variation of core power more accurately,thus provide a comprehensive and realistic depiction for the power and state changes of reactor core.However,current fractional-order controllers cannot adjust their parameters dynamically to response the environmental changes or demands.In this paper,we aim at the stable control and dynamic responsiveness of core power.Based on the strong selflearning ability of artificial neural network(ANN),we propose a composite controller combining the ANN and FOPID controller.The FOPID controller is firstly designed and a back propagation neural network(BPNN)is then utilized to optimize the parameters of FOPID.It is shown by simulation that the composite controller enables the real-time parameter tuning via ANN and retains the advantage of FOPID controller. 展开更多
关键词 Nuclear reactor core power Fractional PID controller Artificial neural network
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Investigating core axial power distribution with multiconcentration gadolinium in PWR
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作者 Jing-Gang Li Jing-Han Peng +3 位作者 Chao Wang Jun Chen Fei Xu Yun-Fan Ma 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第11期22-32,共11页
Core axial power distribution is an essential topic in pressurized water reactor(PWR)reactivity control.Traditional PWRs limit stability against axial core power oscillations at a high-cycle burnup.Because the‘‘came... Core axial power distribution is an essential topic in pressurized water reactor(PWR)reactivity control.Traditional PWRs limit stability against axial core power oscillations at a high-cycle burnup.Because the‘‘camel’’peak power shape typically occurs with increasing depletion,the approaches used for the axial power control deserve special attention.This study aims to investigate the performance of different gadolinium rod design schemes in core axial power control during power operation based on the reactivity balance strategy,and to propose new multiconcentration gadolinium rod design schemes.In the new design schemes,low-concentration gadolinium pellets are filled in the axial hump part of the gadolinium rod,and high-concentration gadolinium pellets are filled in the other parts.The impact of different gadolinium rod design schemes on the main core characteristics was evaluated using the nuclear design code package PCM developed by CGN.The results show that the new gadolinium rod design significantly impacts the core axial power shape.The new design schemes can efficiently improve the core axial power distribution along the entire cycle by reducing the core axial power peak at the end of a cycle,enhancing the reactor operation stability,and achieving a better core safety margin,revealing a sizeable potential application. 展开更多
关键词 GADOLINIUM PCM software package Fuel assembly core axial power distribution REACTIVITY
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The axisymmetric long-wave interfacial stability of core-annular flow of power-law fluid with surfactant 被引量:1
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作者 Xue-Wei Sun Jie Peng Ke-Qin Zhu 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2012年第1期24-33,共10页
The long wave stability of core-annular flow of power-law fluids with an axial pressure gradient is investigated at low Reynolds number. The interface between the two fluids is populated with an insoluble surfactant. ... The long wave stability of core-annular flow of power-law fluids with an axial pressure gradient is investigated at low Reynolds number. The interface between the two fluids is populated with an insoluble surfactant. The analytic solution for the growth rate of perturbation is obtained with long wave approximation. We are mainly concerned with the effects of shear-thinning/thickening property and interfacial surfactant on the flow stability. The results show that the influence of shear-thinning/thickening property accounts to the change of the capillary number. For a clean interface, the shear-thinning property enhances the capillary instability when the interface is close to the pipe wall. The converse is true when the interface is close to the pipe centerline. For shear-thickening fluids, the situation is reversed. When the interface is close to the pipe centerline, the capillary instability can be restrained due to the influence of surfactant. A parameter set can be found under which the flow is linearly stable. 展开更多
关键词 core-annular flow. power-law fluid. Interfacial surfactant Long-wave stability
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Using Neural Networks for Simulating and Predicting Core-End Temperatures in Electrical Generators: Power Uprate Application
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作者 Carlos J. Gavilán Moreno 《World Journal of Engineering and Technology》 2015年第1期1-14,共14页
Power uprates pose a threat to electrical generators due to possible parasite effects that can develop potential failure sources with catastrophic consequences in most cases. In that sense, it is important to pay clos... Power uprates pose a threat to electrical generators due to possible parasite effects that can develop potential failure sources with catastrophic consequences in most cases. In that sense, it is important to pay close attention to overheating, which results from excessive system losses and cooling system inefficiency. The end region of a stator is the most sensitive part to overheating. The calculation of magnetic fields, the evaluation of eddy-current losses and the determination of loss-derived temperature increases, are challenging problems requiring the use of simulation methods. The most usual methodology is the finite element method, or linear regression. In order to address this methodology, a calculation method was developed to determine temperature increases in the last stator package. The mathematical model developed was based on an artificial intelligence technique, more specifically neural networks. The model was successfully applied to estimate temperatures associated to 108% power and used to extrapolate temperature values for a power uprate to 113.48%. This last scenario was also useful to test extrapolation accuracy. The method is applied to determine core-end temperature when power is uprated to 117.78%. At that point, the temperature value will be compared to with the values obtained using finite elements method and multivariate regression. 展开更多
关键词 Neural Network Error Temperature core-End GENERATOR power Uprate
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Effect of New Suggested Ferroresonance Limiter on the Stability Domain of Chaotic Ferroresonance in the Power Transformer with Linear Core Model
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作者 Hamid Radmanesh Hamid Fathi Mehrdad Rostami 《Energy and Power Engineering》 2011年第4期483-489,共7页
This Paper studies the effect of new suggested ferroresonance limiter on controlling ferroresonance oscillations in the power transformer. It is expected that this limiter generally can control the ferroresonance. For... This Paper studies the effect of new suggested ferroresonance limiter on controlling ferroresonance oscillations in the power transformer. It is expected that this limiter generally can control the ferroresonance. For studying these phenomena, at first ferroresonance is introduced and a general modeling approach is given. A simple case of ferroresonance in a three phase transformer is used to illustrate these phenomena. Then, effect of new suggested ferroresonance limiter on the onset of chaotic ferroresonance and control of these oscillations in a power transformer including linear core losses is studied. Simulation is done on a three phase power transformer while one of its phases is opened, and effect of varying input voltage on occurring ferroresonance overvoltage is studied. Results show that connecting the ferroresonance limiter to the transformer exhibits a great controlling effect on the ferroresonance overvoltage. Phase plane diagram, FFT analysis along with bifurcation diagrams are also presented. Significant effect on occurring chaotic ferroresonance, the range of parameter values that may lead to overvoltage and magnitude of ferroresonance overvoltage is obtained, showed and tabulated. 展开更多
关键词 LINEAR core Losses Chaos BIFURCATION FERRORESONANCE Oscillation power Transformers FERRORESONANCE LIMITER
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Assessment of Axial Power Peaking Factors in GHARR-1 LEU Core: A Decadal Simulation Analysis
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作者 Emmanuel Kwame Ahiave Emmanuel Ampomah-Amoako +1 位作者 Rex Gyeabour Abrefah Mathew Asamoah 《World Journal of Nuclear Science and Technology》 CAS 2024年第1期72-85,共14页
This study aims to thoroughly investigate the axial power peaking factors (PPF) within the low-enriched uranium (LEU) core of the Ghana Research Reactor-1 (GHARR-1). This study uses advanced simulation tools, like the... This study aims to thoroughly investigate the axial power peaking factors (PPF) within the low-enriched uranium (LEU) core of the Ghana Research Reactor-1 (GHARR-1). This study uses advanced simulation tools, like the MCNPX code for analysing neutron behavior and the PARET/ANL code for understanding power variations, to get a clearer picture of the reactor’s performance. The analysis covers the initial six years of GHARR-1’s operation and includes projections for its whole 60-year lifespan. We closely observed the patterns of both the highest and average PPFs at 21 axial nodes, with measurements taken every ten years. The findings of this study reveal important patterns in power distribution within the core, which are essential for improving the safety regulations and fuel management techniques of the reactor. We provide a meticulous approach, extensive data, and an analysis of the findings, highlighting the significance of continuous monitoring and analysis for proactive management of nuclear reactors. The findings of this study not only enhance our comprehension of nuclear reactor safety but also carry significant ramifications for sustainable energy progress in Ghana and the wider global context. Nuclear engineering is essential in tackling global concerns, such as the demand for clean and dependable energy sources. Research on optimising nuclear reactors, particularly in terms of safety and efficiency, is crucial for the ongoing advancement and acceptance of nuclear energy. 展开更多
关键词 GHARR-1 power Peaking Factor Nuclear Reactor Safety Low Enriched Uranium core Operational Longevity Thermal Hydraulics
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压水堆核电厂换料堆芯装载优化专家系统SEDRIO/INCORE研制
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作者 咸春宇 章宗耀 《核动力工程》 EI CAS CSCD 北大核心 2003年第2期117-121,132,共6页
依赖于专家知识建立了大亚湾核电站和秦山第二核电厂换料堆芯装载知识库,在此基础上进行换料堆芯装载方案启发式优化搜索。应用已用于工程设计的二维细网堆芯燃料管理程序系统(INCORE)进行装载方案评价,采用循环长度和堆芯功率峰因子综... 依赖于专家知识建立了大亚湾核电站和秦山第二核电厂换料堆芯装载知识库,在此基础上进行换料堆芯装载方案启发式优化搜索。应用已用于工程设计的二维细网堆芯燃料管理程序系统(INCORE)进行装载方案评价,采用循环长度和堆芯功率峰因子综合指标计算装载方案的价值并评价其优劣程度。用该系统分别对大亚湾核电站二号堆第四循环和秦山第二核电厂第四循环堆芯优化方案搜索计算。结果表明,无论从堆芯径向功率峰因子还是从循环长度指标来看,专家系统SEDRIO/INCORE搜索得到的装载方案都明显优于参考方案。 展开更多
关键词 专家系统 堆芯装载优化 压水堆核电厂
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面向航电系统的Power架构双核处理器系统设计
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作者 刘浩 田泽 +1 位作者 刘承禹 雷宇 《计算机技术与发展》 2016年第3期190-192,共3页
航电系统在需求牵引和技术推动下正朝着高度综合化的方向发展,大量的红外、射频、信号处理、数字处理模块被集成在单一系统中,对系统的处理器性能、数据带宽提出了更高的挑战。而单一地提高处理器工作频率已经无法明显提升系统整体性能... 航电系统在需求牵引和技术推动下正朝着高度综合化的方向发展,大量的红外、射频、信号处理、数字处理模块被集成在单一系统中,对系统的处理器性能、数据带宽提出了更高的挑战。而单一地提高处理器工作频率已经无法明显提升系统整体性能,并且会带来功耗、散热等问题。双核处理器解决方案可以在处理器主频不变的情况下将可执行的指令数增加一倍。航电系统综合化、小型化和低功耗的需求以及工艺水平的提升,为单芯片集成多处理器内核的设计提供了支撑。文中提出一种面向综合化航电系统的Power架构双核处理器系统设计方案。首先对双核处理器系统架构进行描述,在此基础上详细分析了总线互连、复位策略、存储一致性等关键技术。该方案可广泛应用于高度综合化航电系统设计领域。 展开更多
关键词 power架构 双核 总线互连 存储一致性
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Power Transformer No-Load Loss Prediction with FEM Modeling and Building Factor Optimization 被引量:2
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作者 Ehsan Hajipour Pooya Rezaei +1 位作者 Mehdi Vakilian Mohsen Ghafouri 《Journal of Electromagnetic Analysis and Applications》 2011年第10期430-438,共9页
Estimation of power transformer no-load loss is a critical issue in the design of distribution transformers. Any deviation in estimation of the core losses during the design stage can lead to a financial penalty for t... Estimation of power transformer no-load loss is a critical issue in the design of distribution transformers. Any deviation in estimation of the core losses during the design stage can lead to a financial penalty for the transformer manufacturer. In this paper an effective and novel method is proposed to determine all components of the iron core losses applying a combination of the empirical and numerical techniques. In this method at the first stage all computable components of the core losses are calculated, using Finite Element Method (FEM) modeling and analysis of the transformer iron core. This method takes into account magnetic sheets anisotropy, joint losses and stacking holes. Next, a Quadratic Programming (QP) optimization technique is employed to estimate the incomputable components of the core losses. This method provides a chance for improvement of the core loss estimation over the time when more measured data become available. The optimization process handles the singular deviations caused by different manufacturing machineries and labor during the transformer manufacturing and overhaul process. Therefore, application of this method enables different companies to obtain different results for the same designs and materials employed, using their historical data. Effectiveness of this method is verified by inspection of 54 full size distribution transformer measurement data. 展开更多
关键词 BUILDING FACTOR core LOSSES FINITE ELEMENT Method power Transformer
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Equivalent circuit model for the insulated core transformer 被引量:1
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作者 Bo Yang Lei Cao +2 位作者 Jun Yang Sheng-Chi Yan Yi-Bin Tao 《Nuclear Science and Techniques》 SCIE CAS CSCD 2016年第3期132-137,共6页
The design of the insulated core transformer(ICT)needs to consider the flux leakage effects.An equivalent linear circuit model is proposed based on the principle of duality.It is composed by two types of leakage induc... The design of the insulated core transformer(ICT)needs to consider the flux leakage effects.An equivalent linear circuit model is proposed based on the principle of duality.It is composed by two types of leakage inductances:conventional leakage between windings and special leakage introduced mainly by the insulation gaps.The values of leakage inductances depend on the dimensions of the core,gaps,or windings and the property of magnetic materials.The circuit allows for quantitatively evaluating influences of ICT internal parameters on its output properties.The winding self- and mutual inductance matrix is mathematically converted to derive the inductance formula.As an example,the leakage parameters of a sixstage two-dimensional(2D) ICT are calculated and analyzed. 展开更多
关键词 等效电路模型 变压器 绝缘 性能影响 电感计算 对偶原理 等效线性 磁性材料
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Dipping Paint Curing Amorphous U-Core Used as Reactor 被引量:3
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作者 LI Guang-min LI De-ren +2 位作者 LIU Tian-cheng LI Li-jun LU Zhi-chao 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2013年第7期63-68,共6页
Non-oriented silicon steel (35W310) and amorphous ribbon (FeT8 Si9B13 amorphous alloy) reactor U-cores are made by welding and dipping paint curing, respectively. Amorphous U-core used to make reactor cut sharply ... Non-oriented silicon steel (35W310) and amorphous ribbon (FeT8 Si9B13 amorphous alloy) reactor U-cores are made by welding and dipping paint curing, respectively. Amorphous U-core used to make reactor cut sharply ed-dy current loss due to high electrical resistivity characteristic, thickness of thin ribbon and insulation of dipping paint. The amorphous alloy has high and constant magnetic permeability, and is more suitable for reactor design power to filter high order harmonic component. Keeping off high magnetostriction district with magnetic flux density of 50-100 mT can weaken influence on inductance of inductor due to elongation of magnetostriction. Amorphous al-loy has a lower temperature rise using the software Infolytica 7.2 simulation. 展开更多
关键词 amorphous Fe-Si-B alloy dipping paint curing power loss reactor U-core magnetic field simulation
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基于统一耦合框架的压水堆堆芯瞬态特性多物理耦合计算方法
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作者 曾未 王杰 +3 位作者 王啸宇 李治刚 潘俊杰 汤琪芬 《原子能科学技术》 北大核心 2025年第S2期272-282,共11页
通过反应堆堆芯行为精准分析,释放传统设计裕量提升核电厂经济性,是当前反应堆设计研发的重点研究方向。本文基于多物理耦合框架MORE开发了堆芯物理热工耦合计算程序,提出Picard迭代做初值的JFNK混合迭代方法对耦合计算过程进行加速,通... 通过反应堆堆芯行为精准分析,释放传统设计裕量提升核电厂经济性,是当前反应堆设计研发的重点研究方向。本文基于多物理耦合框架MORE开发了堆芯物理热工耦合计算程序,提出Picard迭代做初值的JFNK混合迭代方法对耦合计算过程进行加速,通过相关基准题测试表明,JFNK算法具有显著的加速特性,NEACRP弹棒基准题采用混合迭代算法相对Picard方法收敛速率最大提升超9倍,计算结果与基准值符合较好。利用耦合计算软件开展华龙一号弹棒事故分析计算,寿期初满功率下弹棒事故后功率峰值较传统计算方法下降8.8%以上。本文方法为提升反应堆功率提供理论及工具支撑。 展开更多
关键词 多物理耦合框架 堆芯行为 功率提升
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基于群堆管理的核电厂长周期堆芯燃料管理策略研究
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作者 李天涯 刘同先 +6 位作者 陈亮 王晨琳 何彩云 吴昱玖 蔡云 廖鸿宽 肖鹏 《核科学与工程》 北大核心 2025年第1期30-35,共6页
在核电厂中,燃料组件价格昂贵,往往需在反应堆内停留三年或更长时间。因此,如何在满足电力系统能量需求的前提下,提高核燃料利用率、降低核电厂单位能量成本,是一个重要的研究方向。本文研究了一种基于群堆管理的核电厂长周期堆芯燃料... 在核电厂中,燃料组件价格昂贵,往往需在反应堆内停留三年或更长时间。因此,如何在满足电力系统能量需求的前提下,提高核燃料利用率、降低核电厂单位能量成本,是一个重要的研究方向。本文研究了一种基于群堆管理的核电厂长周期堆芯燃料管理方法,针对24个月换料周期机组,建立一个浅燃耗燃料组件数据库,然后,从数据库中选择与目标18个月换料周期机组燃料组件在主要结构尺寸及设计特征上具有兼容性的燃料组件,最后,评估并选择最佳的浅燃耗燃料组件,将其装载入18个月换料周期的机组中。这种方法可以显著提高燃料利用率,降低单位能量成本,从而提高核电厂的经济性。 展开更多
关键词 群堆管理 长周期堆芯燃料管理 核电厂
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All-solid-state flexible asymmetric supercapacitors with high energy and power densities based on NiCo_2S_4@MnS and active carbon 被引量:4
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作者 Zhiguo Zhang Xiao Huang +3 位作者 Huan Li Hongxia Wang Yingyuan Zhao Tingli Ma 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2017年第6期1260-1266,共7页
Electrode material based on a novel core–shell structure consisting of NiCoS(NCS) solid fiber core and Mn S(MS) sheet shell(NCS@MS) in situ grown on carbon cloth(CC) has been successfully prepared by a simple... Electrode material based on a novel core–shell structure consisting of NiCoS(NCS) solid fiber core and Mn S(MS) sheet shell(NCS@MS) in situ grown on carbon cloth(CC) has been successfully prepared by a simple sulfurization-assisted hydrothermal method for high performance supercapacitor. The synthesized NiCoS@Mn S/CC electrode shows high capacitance of 1908.3 F gat a current density of 0.5 A gwhich is higher than those of NiCoSand Mn S at the same current density. A flexible all-solid-state asymmetric supercapacitor(ASC) is constructed by using NiCoS@Mn S/CC as positive electrode, active carbon/CC as negative electrode and KOH/poly(vinyl alcohol)(PVA) as electrolyte. The optimized ASC shows a maximum energy density of 23.3 Wh kgat 1 A g, a maximum power density of about7.5 kw kgat 10 A gand remarkable cycling stability. After 9000 cycles, the ASC still exhibited67.8% retention rate and largely unchanged charge/discharge curves. The excellent electrochemical properties are resulted from the novel core–shell structure of the NiCoS@Mn S/CC electrode, which possesses both high surface area for Faraday redox reaction and superior kinetics of charge transport. The NiCoS@Mn S/CC electrode shows a promising potential for energy storage applications in the future. 展开更多
关键词 NiCo_2S_4@MnS core–shell structure FLEXIBLE All-solid-state supercapacitor High energy and power densities
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差异化市场定位机制下考虑消费能力的新能源汽车定价和质量决策
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作者 张翠华 李志堂 +1 位作者 吕茹霞 马世杰 《管理工程学报》 北大核心 2025年第5期291-308,共18页
由于消费者的绿色环保意识存在差异,新能源汽车制造商针对不同的消费者群体投放产品,形成了差异化市场定位策略。本文将新能源汽车市场的消费者细分为核心型与追随型两类,对不同市场定位策略下制造商采用直销和批发模式的情形分别构建... 由于消费者的绿色环保意识存在差异,新能源汽车制造商针对不同的消费者群体投放产品,形成了差异化市场定位策略。本文将新能源汽车市场的消费者细分为核心型与追随型两类,对不同市场定位策略下制造商采用直销和批发模式的情形分别构建供应链决策模型,研究差异化市场定位策略下考虑消费能力的新能源汽车定价及质量最优决策问题。研究表明:(1)市场定位为核心型消费者时,核心型消费者比例的增加促使产品质量、价格、需求和各成员收益提升;直销模式下的产品质量水平、需求、各成员收益及供应链总利润均高于批发模式;(2)市场定位为核心型与追随型消费者时,最优产品质量和价格均独立于核心型消费者比例;核心型消费者比例的增加促使直销与批发模式下核心型消费者需求和各成员收益提升,而对于追随型消费者则相反;核心型消费者比例将决定追随型消费者何时退出市场;(3)消费能力的提高促使产品质量、价格、市场需求及各成员收益提升;(4)两种销售模式中,市场定位为核心型消费者时的价格远高于定位为核心型与追随型消费者时的价格,总需求却略低。对制造商来说,当核心消费者比例较低时,将市场定位为核心型与追随型消费者更有利,反之,仅定位为核心型消费者更有利。 展开更多
关键词 新能源汽车 市场定位 核心型消费者 追随型消费者 消费能力
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方形电池挤压试验与均质-层化混合模型
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作者 涂超群 陈吉清 +1 位作者 兰凤崇 李雄 《电池》 北大核心 2025年第5期1027-1033,共7页
局部挤压会导致动力电池芯层失效,引发内部短路。单纯的均质化电池模型无法分析在局部挤压情况下,电池内部芯层的失效状况。以方形磷酸铁锂锂离子电池作为研究对象,用混合建模方法,将电池内芯构建为两部分组成:一部分为由正极板层、负... 局部挤压会导致动力电池芯层失效,引发内部短路。单纯的均质化电池模型无法分析在局部挤压情况下,电池内部芯层的失效状况。以方形磷酸铁锂锂离子电池作为研究对象,用混合建模方法,将电池内芯构建为两部分组成:一部分为由正极板层、负极板层和隔膜层组成的层化精细模型;另一部分为均质化模型。建立内芯均质-层化混合的电池模型,同时具备对电池整体和内芯叠层进行仿真的能力。对该模型进行外部挤压载荷的力学响应分析,混合模型能准确评估内芯各组分层的位移失效和损伤程度,计算效率提高了45%。 展开更多
关键词 动力电池 局部挤压 混合建模 内芯失效
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基于近红外光谱的输电线钢芯腐蚀原位检测方法
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作者 吴升泽 吴田 +3 位作者 陈龙 邱中华 普子恒 吴凤 《腐蚀与防护》 北大核心 2025年第5期52-58,共7页
基于近红外光谱技术,提出了一种输电线钢芯腐蚀原位检测方法。首先,通过近红外检测获得4类不同腐蚀状态输电线表面的近红外光谱;然后,对比分析获得最佳光谱数据预处理方法,通过潜在投影图(LPG)选择了最佳建模波长,并结合主成分分析(PCA... 基于近红外光谱技术,提出了一种输电线钢芯腐蚀原位检测方法。首先,通过近红外检测获得4类不同腐蚀状态输电线表面的近红外光谱;然后,对比分析获得最佳光谱数据预处理方法,通过潜在投影图(LPG)选择了最佳建模波长,并结合主成分分析(PCA)降维数据和鹈鹕优化算法(POA)优化参数建立了基于支持向量机回归(SVR)的腐蚀状态分类识别模型;最后,采用能谱分析数据验证模型对腐蚀状态识别的准确性。结果表明:采用标准正态变量处理和Savitzky-Golay平滑预处理可以达到99.16%的最大方差解释率,通过LPG筛选出了10个最佳波长,结合最佳光谱数据预处理方法与最佳波长并利用PCA得到4类样本的可视化聚类结果,将PCA二维得分数据输入POA-SVR分类模型,得到最终分类准确率高达96.43%。 展开更多
关键词 输电线钢芯 腐蚀 原位检测 近红外光谱技术 主成分分析(PCA) 支持向量机回归(SVR)
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10 kV交流三芯电缆改直流运行下的载流量研究
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作者 秦睿 杨鑫 +3 位作者 黎昊聪 陈阳宁 李甘霖 谢炀 《电网与清洁能源》 北大核心 2025年第7期83-93,共11页
直流配电网具有便于接入分布式电源、提高电能质量等优点,但新建直流配电网投资大且周期长,故可考虑将交流电缆改为直流运行。基于热-电-流耦合,对10 kV三芯交流电缆在3种直流运行方式和3种敷设方式等不同运行工况下的载流量进行了计算... 直流配电网具有便于接入分布式电源、提高电能质量等优点,但新建直流配电网投资大且周期长,故可考虑将交流电缆改为直流运行。基于热-电-流耦合,对10 kV三芯交流电缆在3种直流运行方式和3种敷设方式等不同运行工况下的载流量进行了计算,并对增容效果进行了评估。研究结果表明:当敷设方式一致时,三极式直流运行方式电缆载流量最大;当直流运行方式一致时,沟槽敷设电缆载流量最大;对于任意敷设方式,10 kV交流电缆在单极式和三极式直流运行方式下,电缆输电容量都有显著提升,其中排管敷设单极式运行工况下,增长率最大,为22.58%;而双极式直流运行方式输送容量出现了负增长,其中沟槽敷设双极式运行工况下,负增长率最大,为-4.37%,但双极式直流运行方式适用于电缆单相故障难以修复的交流电缆线路的直流化改造。 展开更多
关键词 直流配电网 交流三芯电缆 热电流耦合 交改直 载流量
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基于图卷积网络的堆芯节功率预测方法研究
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作者 陈静 邱星华 +3 位作者 江灏 林蔚青 陈彦 许勇 《核动力工程》 北大核心 2025年第4期245-252,共8页
堆芯节功率的分布直接影响到反应堆的安全运行。为了实现对堆芯节功率分布精准地预测,本文充分考虑功率量程探测器内各个敏感段分布的空间关系以及节功率物理模型的推导过程,根据中子传输矩阵的研究提出了一种适用于节功率分布预测的图... 堆芯节功率的分布直接影响到反应堆的安全运行。为了实现对堆芯节功率分布精准地预测,本文充分考虑功率量程探测器内各个敏感段分布的空间关系以及节功率物理模型的推导过程,根据中子传输矩阵的研究提出了一种适用于节功率分布预测的图数据结构,并利用图卷积网络(GCN)实现对堆芯节功率的预测。基于某二代压水堆机组的历史数据进行算例分析,结果表明本文提出的图数据结构能够有效地整合功率量程探测器采集信号的空间特征;结合GCN模型对节功率变化平稳与波动较大的2种情况进行预测,均能实现节功率分布的精准预测,解决了传统时序预测模型在功率波动较大情况下预测效果不理想的问题。本文所提出的堆芯节功率分布预测方法具有较好的适用性,对提高核反应堆运行的安全性与可靠性具有较高的参考价值。 展开更多
关键词 核电厂 堆芯功率 节功率 图卷积网络(GCN)
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