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基于Power BI的RFM客户价值分类模型研究
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作者 吴亚琦 《科学技术创新》 2025年第8期90-93,共4页
实现企业精准营销的前提是客户关系管理,而客户关系管理的核心是客户价值管理。RFM客户价值分类模型作为一种有效的客户价值评价方法,已广泛应用于企业客户关系管理中。本文旨在探讨如何利用Power BI这一强大的商业智能工具,对RFM客户... 实现企业精准营销的前提是客户关系管理,而客户关系管理的核心是客户价值管理。RFM客户价值分类模型作为一种有效的客户价值评价方法,已广泛应用于企业客户关系管理中。本文旨在探讨如何利用Power BI这一强大的商业智能工具,对RFM客户价值分类模型进行深入的研究和实现,帮助企业实现精准营销。 展开更多
关键词 power BI RFM模型 客户价值分类
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Degradation mechanism,direct regeneration and upcycling of ternary cathode material for retired lithium-ion power batteries 被引量:1
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作者 Juan Wang Dongqi Li +6 位作者 Weihao Zeng Xingye Chen Yixin Zhang Shaojie Zhang Zhongpeng Li Changhao Li Shichun Mu 《Journal of Energy Chemistry》 2025年第3期534-554,共21页
With the approaching of large-scale retirement of power lithium-ion batteries(LIBs),their urgent handling is required for environmental protection and resource reutilization.However,at present,substantial spent power ... With the approaching of large-scale retirement of power lithium-ion batteries(LIBs),their urgent handling is required for environmental protection and resource reutilization.However,at present,substantial spent power batteries,especially for those high recovery value cathode materials,have not been greenly,sustainably,and efficiently recycled.Compared to the traditional recovery method for cathode materials with high energy consumption and severe secondary pollution,the direct repair regeneration,as a new type of short-process and efficient treatment methods,has attracted widespread attention.However,it still faces challenges in homogenization repair,electrochemical performance decline,and scaling-up production.To promote the direct regeneration technology development of failed NCM materials,herein we deeply discuss the failure mechanism of nickel-cobalt-manganese(NCM)ternary cathode materials,including element loss,Li/Ni mixing,phase transformation,structural defects,oxygen release,and surface degradation and reconstruction.Based on this,the detailed analysis and summary of the direct regeneration method embracing solid-phase sintering,eutectic salt assistance,solvothermal synthesis,sol-gel process,spray drying,and redox mediation are provided.Further,the upcycling strategy for regeneration materials,such as single-crystallization and high-nickelization,structural regulation,ion doping,and surface engineering,are discussed in deep.Finally,the challenges faced by the direct regeneration and corresponding countermeasures are pointed out.Undoubtedly,this review provides valuable guidance for the efficient and high-value recovery of failed cathode materials. 展开更多
关键词 Spent NCM materials Retired lithium-ion power battery Degradation mechanism Direct regeneration Upcycling strategy
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基于Power BI的电商企业数据仓库可视化平台设计与应用
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作者 李骜成 潘建江 《无线互联科技》 2025年第3期98-101,共4页
针对电商企业数据的复杂性与管理需求,文章设计了基于Power BI的数据仓库可视化平台。首先通过高效采集和深度分析电商数据,揭示销售趋势与用户行为特征。随后,融合数据深度挖掘技术与直观可视化技术,以完成平台的整体设计。实验结果表... 针对电商企业数据的复杂性与管理需求,文章设计了基于Power BI的数据仓库可视化平台。首先通过高效采集和深度分析电商数据,揭示销售趋势与用户行为特征。随后,融合数据深度挖掘技术与直观可视化技术,以完成平台的整体设计。实验结果表明,随着线程数的增加,该平台数据处理时间从1200 s大幅缩短至380 s,存储速率则从10 MB/s提升至31 MB/s,同时库存变动监控的实时性也得到显著提升,整体应用效果较好。 展开更多
关键词 power BI 电商企业 数据仓库 可视化 CPU处理器
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Power forecasting method of ultra-short-term wind power cluster based on the convergence cross mapping algorithm
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作者 Yuzhe Yang Weiye Song +5 位作者 Shuang Han Jie Yan Han Wang Qiangsheng Dai Xuesong Huo Yongqian Liu 《Global Energy Interconnection》 2025年第1期28-42,共15页
The development of wind power clusters has scaled in terms of both scale and coverage,and the impact of weather fluctuations on cluster output changes has become increasingly complex.Accurately identifying the forward... The development of wind power clusters has scaled in terms of both scale and coverage,and the impact of weather fluctuations on cluster output changes has become increasingly complex.Accurately identifying the forward-looking information of key wind farms in a cluster under different weather conditions is an effective method to improve the accuracy of ultrashort-term cluster power forecasting.To this end,this paper proposes a refined modeling method for ultrashort-term wind power cluster forecasting based on a convergent cross-mapping algorithm.From the perspective of causality,key meteorological forecasting factors under different cluster power fluctuation processes were screened,and refined training modeling was performed for different fluctuation processes.First,a wind process description index system and classification model at the wind power cluster level are established to realize the classification of typical fluctuation processes.A meteorological-cluster power causal relationship evaluation model based on the convergent cross-mapping algorithm is pro-posed to screen meteorological forecasting factors under multiple types of typical fluctuation processes.Finally,a refined modeling meth-od for a variety of different typical fluctuation processes is proposed,and the strong causal meteorological forecasting factors of each scenario are used as inputs to realize high-precision modeling and forecasting of ultra-short-term wind cluster power.An example anal-ysis shows that the short-term wind power cluster power forecasting accuracy of the proposed method can reach 88.55%,which is 1.57-7.32%higher than that of traditional methods. 展开更多
关键词 Ultra-short-term wind power forecasting Wind power cluster Causality analysis Convergence cross mapping algorithm
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Sudden change of interferometric power for X-shape states
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作者 Dian Zhu Fu-Lin Zhang Jing-Ling Chen 《Chinese Physics B》 2025年第2期133-139,共7页
Quantum interferometric power(IP), a discordlike measure, plays an important role in quantum metrology. We study the dynamics of IP for two-qubit X-shape states under different noisy environments. Our study shows that... Quantum interferometric power(IP), a discordlike measure, plays an important role in quantum metrology. We study the dynamics of IP for two-qubit X-shape states under different noisy environments. Our study shows that IP exhibits sudden change, and one side quantum channel is enough for the occurrence of a sudden change of IP. In particular, we show that the initial state having no sudden change of quantum discord exhibits a sudden change of IP under the dynamics of amplitude noise, but the converse is not true. Besides, we also investigate the dynamics of IP under two different kinds of composite noises. Our results also confirm that sudden change of IP occurs under such composite noises. 展开更多
关键词 quantum interferometric power quantum noise sudden change
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Self-reduction multi-head attention module for defect recognition of power equipment in substation
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作者 Yifeng Han Donglian Qi Yunfeng Yan 《Global Energy Interconnection》 2025年第1期82-91,共10页
Safety maintenance of power equipment is of great importance in power grids,in which image-processing-based defect recognition is supposed to classify abnormal conditions during daily inspection.However,owing to the b... Safety maintenance of power equipment is of great importance in power grids,in which image-processing-based defect recognition is supposed to classify abnormal conditions during daily inspection.However,owing to the blurred features of defect images,the current defect recognition algorithm has poor fine-grained recognition ability.Visual attention can achieve fine-grained recognition with its abil-ity to model long-range dependencies while introducing extra computational complexity,especially for multi-head attention in vision transformer structures.Under these circumstances,this paper proposes a self-reduction multi-head attention module that can reduce computational complexity and be easily combined with a Convolutional Neural Network(CNN).In this manner,local and global fea-tures can be calculated simultaneously in our proposed structure,aiming to improve the defect recognition performance.Specifically,the proposed self-reduction multi-head attention can reduce redundant parameters,thereby solving the problem of limited computational resources.Experimental results were obtained based on the defect dataset collected from the substation.The results demonstrated the efficiency and superiority of the proposed method over other advanced algorithms. 展开更多
关键词 Multi-Head attention Defect recognition power equipment Computational complexity
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Joint Power and Frequency Resource Allocation Algorithm for Integrated Satellite and Terrestrial Networks
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作者 Xue Guanchang Yang Mingchuan +2 位作者 Yuan Shuai Guo Qing Liu Xiaofeng 《China Communications》 2025年第2期256-268,共13页
In this paper,we propose a joint power and frequency allocation algorithm considering interference protection in the integrated satellite and terrestrial network(ISTN).We efficiently utilize spectrum resources by allo... In this paper,we propose a joint power and frequency allocation algorithm considering interference protection in the integrated satellite and terrestrial network(ISTN).We efficiently utilize spectrum resources by allowing user equipment(UE)of terrestrial networks to share frequencies with satellite networks.In order to protect the satellite terminal(ST),the base station(BS)needs to control the transmit power and frequency resources of the UE.The optimization problem involves maximizing the achievable throughput while satisfying the interference protection constraints of the ST and the quality of service(QoS)of the UE.However,this problem is highly nonconvex,and we decompose it into power allocation and frequency resource scheduling subproblems.In the power allocation subproblem,we propose a power allocation algorithm based on interference probability(PAIP)to address channel uncertainty.We obtain the suboptimal power allocation solution through iterative optimization.In the frequency resource scheduling subproblem,we develop a heuristic algorithm to handle the non-convexity of the problem.The simulation results show that the combination of power allocation and frequency resource scheduling algorithms can improve spectrum utilization. 展开更多
关键词 integrated satellite and terrestrial network power allocation resource scheduling spectrum sharing
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Ultrahigh Energy and Power Density in Ni-Zn Aqueous Battery via Superoxide-Activated Three-Electron Transfer
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作者 Yixue Duan Bolong Li +4 位作者 Kai Yang Zheng Gong Xuqiao Peng Liang He Derek Ho 《Nano-Micro Letters》 2025年第4期63-76,共14页
Aqueous Ni-Zn microbatteries are safe,reliable and inexpensive but notoriously suffer from inadequate energy and power densities.Herein,we present a novel mechanism of superoxide-activated Ni substrate that realizes t... Aqueous Ni-Zn microbatteries are safe,reliable and inexpensive but notoriously suffer from inadequate energy and power densities.Herein,we present a novel mechanism of superoxide-activated Ni substrate that realizes the redox reaction featuring three-electron transfers(Ni↔Ni3+).The superoxide activates the direct redox reaction between Ni substrate and KNiO_(2)by lowering the reaction Gibbs free energy,supported by in-situ Raman and density functional theory simulations.The prepared chronopotentiostatic superoxidation-activated Ni(CPS-Ni)electrodes exhibit an ultrahigh capacity of 3.21 mAh cm^(-2)at the current density of 5 mA cm^(-2),nearly 8 times that of traditional one-electron processes electrodes.Even under the ultrahigh 200 mA cm^(-2)current density,the CPS-Ni electrodes show 86.4%capacity retention with a Columbic efficiency of 99.2%after 10,000 cycles.The CPS-Ni||Zn microbattery achieves an exceptional energy density of 6.88 mWh cm^(-2)and power density of 339.56 mW cm^(-2).Device demonstration shows that the power source can continuously operate for more than 7 days in powering the sensing and computation intensive practical application of photoplethysmographic waveform monitoring.This work paves the way to the development of multi-electron transfer mechanisms for advanced aqueous Ni-Zn batteries with high capacity and long lifetime. 展开更多
关键词 Superoxide Multiple electron transfer Ni aqueous battery AIoT power source Wearable health monitoring
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Optimal power extraction of PV-TEG hybrid system via fitness-distance-balance-based beluga whale optimization
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作者 Bo Yang Boxiao Liang +4 位作者 Shaocong Wu Hongbiao Li Dengke Gao Lin Jiang Jingbo Wang 《Global Energy Interconnection》 2025年第1期43-61,共19页
This study integrates the individual photovoltaic(PV)and thermoelectric generator(TEG)systems into a PV-TEG hybrid system to improve its overall power output by reutilizing the waste heat generated during PV power pro... This study integrates the individual photovoltaic(PV)and thermoelectric generator(TEG)systems into a PV-TEG hybrid system to improve its overall power output by reutilizing the waste heat generated during PV power production to enhance its operational relia-bility.However,stochastic environmental conditions often result in partial shading conditions and nonuniform thermal distribution across the PV-TEG modules,which negatively affect the output characteristics of the system,thus presenting a significant challenge to maintaining their optimal performance.To address these challenges,a novel fitness-distance-balance-based beluga whale optimization(FDBBWO)strategy has been devised for maximizing the power output of the PV-TEG hybrid system under dynamic operation scenar-ios.A broader spectrum of complex and authentic operational contexts has been considered in case studies to examine the effectiveness and feasibility of FDBBWO.For this,real-world datasets collected from different seasons in Hong Kong have been used to validate the practical viability of the proposed strategy.Simulation results reveal that the FDBBWO based maximum power point tracking technique outperforms its competing methods by achieving the highest energy output,with a remarkable increase of up to 134.25%with minimal power fluctuations.For instance,the energy obtained by FDBBWO is 47.45%and 58.34%higher than BWO and perturb and observe methods,respectively,in the winter season. 展开更多
关键词 Photovoltaic-thermoelectric-generator Hybrid system Maximum power point tracking Partial shading conditions Fitness-distance-balance-based beluga whale optimization SimuNPS
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Three-dimensional simulations of RF wave propagation and power coupling in cold magnetized plasma near an ICRF antenna
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作者 Lei-Yu Zhang Yi-Xuan Li Quan-Zhi Zhang 《Chinese Physics B》 2025年第2期352-360,共9页
The electromagnetic wave propagations and their coupling characteristics in magnetized plasma near the antenna of ion cyclotron range of frequencies(ICRF)is studied based on self-developed 3DFEM-IA code.This code effe... The electromagnetic wave propagations and their coupling characteristics in magnetized plasma near the antenna of ion cyclotron range of frequencies(ICRF)is studied based on self-developed 3DFEM-IA code.This code effectively resolves the three-dimensional(3D)geometry and the electromagnetic field using the finite element method.Our findings reveal that the distributions of electromagnetic fields and energy flow density significantly depend on the antenna phases,surface current density on the antenna straps,and background plasma density.Notably,the non-uniform surface current density on the antenna straps,resulting from the presence of induced currents,contributes to a reduction in coupling power within the edge plasma.Furthermore,the calculated coupling impedance increases with plasma density,corroborating well with experimental measurements. 展开更多
关键词 magnetized plasma antenna of ion cyclotron range of frequencies(ICRF) power coupling
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High power high beam quality diode-pumped 1319-nm Nd:YAG oscillator-amplifier laser system 被引量:3
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作者 谢仕永 鲁远甫 +8 位作者 马庆磊 王鹏远 申玉 宗楠 杨峰 薄勇 彭钦军 崔大复 许祖彦 《Chinese Physics B》 SCIE EI CAS CSCD 2010年第6期334-338,共5页
This paper demonstrated a high power and high beam quality diode-pumped 1319-nm Nd:YAG master oscillator-power amplifier laser system. A thermally near-unstable resonator with four-rod birefringence compensation fiat... This paper demonstrated a high power and high beam quality diode-pumped 1319-nm Nd:YAG master oscillator-power amplifier laser system. A thermally near-unstable resonator with four-rod birefringence compensation fiat-fiat cavity was adopted as the master oscillator. A solid etalon was inserted in the unidirectional ring resonator to compress the laser linewidth. Under a repetition rate of 500 Hz and pulse width of 160 μs, the master oscillator delivers an average output power of 16.8 W at 1319 nm with linear polarisation, beam quality factor M^2=1.16 and linewidth of 3.2 GHz. A double-pass power amplifier with two amplifier stages was employed for higher power scaling and the output power was amplified to be 25.9 W with M^2 = 1.43. 展开更多
关键词 master oscillator-power amplifier system Nd:YAG ring laser
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A High Peak Power Passively Q-Switched Nd:YAG Dual-Rod 532 nm Laser Based on LED Side Pumping
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作者 Jian-Ping Shen Yang Chen +6 位作者 Liang Chen Feng-Yang Xing Feng-Bo Zhang Rui-Ze Xia Huan-Yu Zuo Feng Xiong Rong-Rong Jiang 《Chinese Physics Letters》 2025年第4期62-66,共5页
In this paper,we present a high peak power passively Q-switched intracavity frequency-doubled green laser based on an efficient LED-pumped Nd:YAG dual-rod laser module.In quasi-continuous wave(QCW)running operation,th... In this paper,we present a high peak power passively Q-switched intracavity frequency-doubled green laser based on an efficient LED-pumped Nd:YAG dual-rod laser module.In quasi-continuous wave(QCW)running operation,the average output power of the fundamental laser at 1064 nm reaches as high as 20.98 W at a repetition rate of 50 Hz with a maximum single pulse energy of 419.6 mJ,corresponding to a maximum optical conversion efficiency of 38.8%and a slope efficiency of 41%. 展开更多
关键词 slope efficiency maximum optical conversion nd yag dual rod fundamental laser led side pumping passively q switched high peak power NM
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Computing Power Network:A Survey 被引量:6
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作者 Sun Yukun Lei Bo +4 位作者 Liu Junlin Huang Haonan Zhang Xing Peng Jing Wang Wenbo 《China Communications》 SCIE CSCD 2024年第9期109-145,共37页
With the rapid development of cloud computing,edge computing,and smart devices,computing power resources indicate a trend of ubiquitous deployment.The traditional network architecture cannot efficiently leverage these... With the rapid development of cloud computing,edge computing,and smart devices,computing power resources indicate a trend of ubiquitous deployment.The traditional network architecture cannot efficiently leverage these distributed computing power resources due to computing power island effect.To overcome these problems and improve network efficiency,a new network computing paradigm is proposed,i.e.,Computing Power Network(CPN).Computing power network can connect ubiquitous and heterogenous computing power resources through networking to realize computing power scheduling flexibly.In this survey,we make an exhaustive review on the state-of-the-art research efforts on computing power network.We first give an overview of computing power network,including definition,architecture,and advantages.Next,a comprehensive elaboration of issues on computing power modeling,information awareness and announcement,resource allocation,network forwarding,computing power transaction platform and resource orchestration platform is presented.The computing power network testbed is built and evaluated.The applications and use cases in computing power network are discussed.Then,the key enabling technologies for computing power network are introduced.Finally,open challenges and future research directions are presented as well. 展开更多
关键词 computing power modeling computing power network computing power scheduling information awareness network forwarding
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基于GT-Power的排气轰鸣噪声控制与优化研究
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作者 陈雄 姚实聪 +2 位作者 汪胜华 邓高攀 马毅 《小型内燃机与车辆技术》 CAS 2024年第3期62-67,共6页
针对某1.5T三缸发动机车型排气尾管噪声在1 280 r/min、1 550 r/min转速下出现轰鸣声的问题,对其排气系统消声器结构进行优化设计,从而达到消除该轰鸣声的目标。分析了排气尾管轰鸣声的产生原因,并解释了轰鸣产生的机理,得出该轰鸣声是... 针对某1.5T三缸发动机车型排气尾管噪声在1 280 r/min、1 550 r/min转速下出现轰鸣声的问题,对其排气系统消声器结构进行优化设计,从而达到消除该轰鸣声的目标。分析了排气尾管轰鸣声的产生原因,并解释了轰鸣产生的机理,得出该轰鸣声是消声器在96~116 Hz下消声量不足的结论。通过GT-Power软件基于传递损失仿真结果优化了排气系统消声器结构,并建立发动机模型,与优化后的排气系统模型进行噪声仿真,仿真结果满足优化要求。在整车半消声室中进行了排气尾管噪声测试试验,测试结果验证了分析结果的准确性,且优化方案排气尾管轰鸣声消失,中高转速下噪声降低2 dB(A) 展开更多
关键词 排气尾管噪声 轰鸣声 消声器 GT-power 仿真
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Traction power systems for electrified railways:evolution,state of the art,and future trends 被引量:1
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作者 Haitao Hu Yunjiang Liu +4 位作者 Yong Li Zhengyou He Shibin Gao Xiaojuan Zhu Haidong Tao 《Railway Engineering Science》 EI 2024年第1期1-19,共19页
Traction power systems(TPSs)play a vital role in the operation of electrified railways.The transformation of conventional railway TPSs to novel structures is not only a trend to promote the development of electrified ... Traction power systems(TPSs)play a vital role in the operation of electrified railways.The transformation of conventional railway TPSs to novel structures is not only a trend to promote the development of electrified railways toward high-efficiency and resilience but also an inevitable requirement to achieve carbon neutrality target.On the basis of sorting out the power supply structures of conventional AC and DC modes,this paper first reviews the characteristics of the existing TPSs,such as weak power supply flexibility and low-energy efficiency.Furthermore,the power supply structures of various TPSs for future electrified railways are described in detail,which satisfy longer distance,low-carbon,high-efficiency,high-reliability and high-quality power supply requirements.Meanwhile,the application prospects of different traction modes are discussed from both technical and economic aspects.Eventually,this paper introduces the research progress of mixed-system electrified railways and traction power supply technologies without catenary system,speculates on the future development trends and challenges of TPSs and predicts that TPSs will be based on the continuous power supply mode,employing power electronic equipment and intelligent information technology to construct a railway comprehensive energy system with renewable energy. 展开更多
关键词 Railway traction power system Future electrified railway Flexible continuous power supply Renewable energy Integrated energy system
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Power BI在移民信息管理中的应用研究
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作者 孙圆亮 罗勇 +2 位作者 唐志坚 李俊峰 丁紫玉 《水利水电快报》 2024年第8期124-129,共6页
信息技术的应用是提高水利工程移民信息化水平的重要手段,针对现有移民信息管理系统灵活性和通用性低的问题,分析了微软Power BI系列软件实现移民信息管理的可行性。以山东省老岚水库移民项目为例,使用该软件依次快捷完成移民信息的收... 信息技术的应用是提高水利工程移民信息化水平的重要手段,针对现有移民信息管理系统灵活性和通用性低的问题,分析了微软Power BI系列软件实现移民信息管理的可行性。以山东省老岚水库移民项目为例,使用该软件依次快捷完成移民信息的收集、整理和分析工作,并设计出交互式可视化界面,从多个维度展示和查询各类移民信息以及实现移民数据的多端实时共享。研究表明:运用Power BI系列软件虽然在结合地理信息方面仍存在不足,但能够以较低的使用难度和投入成本完成移民信息管理及可视化工作,提高工作效率。验证了其在移民信息管理方面的实用性和适用性,具备一定的推广价值。 展开更多
关键词 移民信息管理 信息化 power BI 水利工程
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Multi-objective optimization and evaluation of supercritical CO_(2) Brayton cycle for nuclear power generation 被引量:2
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作者 Guo-Peng Yu Yong-Feng Cheng +1 位作者 Na Zhang Ping-Jian Ming 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2024年第2期183-209,共27页
The supercritical CO_(2) Brayton cycle is considered a promising energy conversion system for Generation IV reactors for its simple layout,compact structure,and high cycle efficiency.Mathematical models of four Brayto... The supercritical CO_(2) Brayton cycle is considered a promising energy conversion system for Generation IV reactors for its simple layout,compact structure,and high cycle efficiency.Mathematical models of four Brayton cycle layouts are developed in this study for different reactors to reduce the cost and increase the thermohydraulic performance of nuclear power generation to promote the commercialization of nuclear energy.Parametric analysis,multi-objective optimizations,and four decision-making methods are applied to obtain each Brayton scheme’s optimal thermohydraulic and economic indexes.Results show that for the same design thermal power scale of reactors,the higher the core’s exit temperature,the better the Brayton cycle’s thermo-economic performance.Among the four-cycle layouts,the recompression cycle(RC)has the best overall performance,followed by the simple recuperation cycle(SR)and the intercooling cycle(IC),and the worst is the reheating cycle(RH).However,RH has the lowest total cost of investment(C_(tot))of$1619.85 million,and IC has the lowest levelized cost of energy(LCOE)of 0.012$/(kWh).The nuclear Brayton cycle system’s overall performance has been improved due to optimization.The performance of the molten salt reactor combined with the intercooling cycle(MSR-IC)scheme has the greatest improvement,with the net output power(W_(net)),thermal efficiencyη_(t),and exergy efficiency(η_(e))improved by 8.58%,8.58%,and 11.21%,respectively.The performance of the lead-cooled fast reactor combined with the simple recuperation cycle scheme was optimized to increase C_(tot) by 27.78%.In comparison,the internal rate of return(IRR)increased by only 7.8%,which is not friendly to investors with limited funds.For the nuclear Brayton cycle,the molten salt reactor combined with the recompression cycle scheme should receive priority,and the gas-cooled fast reactor combined with the reheating cycle scheme should be considered carefully. 展开更多
关键词 Supercritical CO_(2)Brayton cycle Nuclear power generation Thermo-economic analysis Multi-objective optimization Decision-making methods
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基于Power BI的螺栓拧紧数据智能管理系统 被引量:1
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作者 雍亮 贺志颖 李浩江 《汽车实用技术》 2024年第11期170-174,共5页
为保证整车装配的安全和质量,需要采用大量带监控拧紧工具完成整车零部件的装配工作,并借助拧紧数据完成拧紧工作的日常管理。然而,该过程产生的数据量庞大,传统方式采用人工统计分析拧紧数据,存在统计效率低下、数据处理工作繁琐、可... 为保证整车装配的安全和质量,需要采用大量带监控拧紧工具完成整车零部件的装配工作,并借助拧紧数据完成拧紧工作的日常管理。然而,该过程产生的数据量庞大,传统方式采用人工统计分析拧紧数据,存在统计效率低下、数据处理工作繁琐、可视化效果不佳等问题。为了解决该问题,文章基于智能分析软件Power BI对拧紧数据进行建模处理,并搭建螺栓拧紧数据智能管理系统,实现拧紧数据的自动化管理和分析。该系统包含了海量拧紧数据的自动加载、自动统计和自动生成可视化报表等功能,业务人员可以随时访问系统查询报表,大幅提升了现场拧紧管理的工作效率。 展开更多
关键词 螺栓拧紧 power BI 可视化 数据管理系统
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Study on green power supply modes for heavy load in Remote Areas
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作者 Yu Li Yixi Cuomu +4 位作者 Yiming Gao Guoqin Lv Weiwei Lin Sirui Li Changchun Zhou 《Global Energy Interconnection》 EI CSCD 2024年第4期475-485,共11页
In this study,the present situation and characteristics of power supply in remote areas are summarized.By studying the cases of power supply projects in remote areas,the experience is analyzed and described,and the ap... In this study,the present situation and characteristics of power supply in remote areas are summarized.By studying the cases of power supply projects in remote areas,the experience is analyzed and described,and the applicability of related technologies,such as grid-forming storage and power load management,is studied,including grid-connection technologies,such as grid-forming converters and power load management.On this basis,three power-supply modes were proposed.The application scenarios and advantages of the three modes were compared and analyzed.Based on the local development situation,the temporal sequences of the three schemes are described,and a case study was conducted.The study of the heavy-load power supply mode in remote areas contributes to solving the problem of heavy-load green power consumption in remote areas and promoting the further development of renewable energy. 展开更多
关键词 Remote area Renewable energy Grid-forming storage power load management power supply mode
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A Special Issue:“Power Storage and Hydrogen Utilization Key Technologies”for Global Energy Interconnection
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作者 Shengwei Mei Zhao Xu 《Global Energy Interconnection》 EI CSCD 2024年第5期I0002-I0003,共2页
High-quality development of renewable energy is the necessary path to sustainably meet the growing energy demand and achieve carbon neutrality.However,wind and photovoltaic power generation have high volatility,which ... High-quality development of renewable energy is the necessary path to sustainably meet the growing energy demand and achieve carbon neutrality.However,wind and photovoltaic power generation have high volatility,which brings challenges to the safety and stability of the power system and the requirement of power system flexibility.Power storage technology can effectively balance power supply and demand,and participate in system frequency and voltage regulation,improving the flexibility and reliability of the energy system.Hydrogen energy is a clean and efficient secondary energy source that can be directly applied in transportation,industry,and other fields.It can also be converted into stable chemical energy through electrolyzing water and being stored for a long period,which can help to improve the overall efficiency of the energy system.Therefore,the editorial department of Global Energy Interconnection has planned the special issue of“Power Storage and Hydrogen Utilization Key Technologies”. 展开更多
关键词 STORAGE power UTILIZATION
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