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衡水市中小食品企业质量管理实践研究——基于PLS-SEM模型的实证分析
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作者 朱冰清 王岩 +2 位作者 吴荣荣 王青华 张跃 《衡水学院学报》 2026年第1期60-69,共10页
随着食品质量与安全在全球范围内日益受到重视,中小食品企业面临着提高自身运营绩效和产品质量的双重挑战。研究旨在探究衡水市中小食品企业质量管理实践的关键成功因素,以及这些因素对企业运营绩效的影响。通过结构方程模型和偏最小二... 随着食品质量与安全在全球范围内日益受到重视,中小食品企业面临着提高自身运营绩效和产品质量的双重挑战。研究旨在探究衡水市中小食品企业质量管理实践的关键成功因素,以及这些因素对企业运营绩效的影响。通过结构方程模型和偏最小二乘算法(PLS-SEM)分析相关数据,研究重点关注了六个主要维度,分别为领导力、教育与培训、员工参与、客户导向、过程管理和供应商管理。结果表明,这些因素对提升中小食品企业的运营绩效具有显著的正面影响。 展开更多
关键词 质量管理 成功因素 中小食品企业 运营绩效 pls-SEM分析
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Crystal structure,thermal analysis,and luminescence properties of six heterocyclic lanthanide complexes
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作者 SONG Zihe ZHAO Jinjin +1 位作者 REN Ning ZHANG Jianjun 《无机化学学报》 北大核心 2026年第1期181-192,共12页
Six new lanthanide complexes:[Ln(3,4-DEOBA)3(4,4'-DM-2,2'-bipy)]2·2C_(2)H_(5)OH,[Ln=Dy(1),Eu(2),Tb(3),Sm(4),Ho(5),Gd(6);3,4-DEOBA-=3,4-diethoxybenzoate,4,4'-DM-2,2'-bipy=4,4'-dimethyl-2,2'... Six new lanthanide complexes:[Ln(3,4-DEOBA)3(4,4'-DM-2,2'-bipy)]2·2C_(2)H_(5)OH,[Ln=Dy(1),Eu(2),Tb(3),Sm(4),Ho(5),Gd(6);3,4-DEOBA-=3,4-diethoxybenzoate,4,4'-DM-2,2'-bipy=4,4'-dimethyl-2,2'-bipyridine]were successfully synthesized by the volatilization of the solution at room temperature.The crystal structures of six complexes were determined by single-crystal X-ray diffraction technology.The results showed that the complexes all have a binuclear structure,and the structures contain free ethanol molecules.Moreover,the coordination number of the central metal of each structural unit is eight.Adjacent structural units interact with each other through hydrogen bonds and further expand to form 1D chain-like and 2D planar structures.After conducting a systematic study on the luminescence properties of complexes 1-4,their emission and excitation spectra were obtained.Experimental results indicated that the fluorescence lifetimes of complexes 2 and 3 were 0.807 and 0.845 ms,respectively.The emission spectral data of complexes 1-4 were imported into the CIE chromaticity coordinate system,and their corre sponding luminescent regions cover the yellow light,red light,green light,and orange-red light bands,respectively.Within the temperature range of 299.15-1300 K,the thermal decomposition processes of the six complexes were comprehensively analyzed by using TG-DSC/FTIR/MS technology.The hypothesis of the gradual loss of ligand groups during the decomposition process was verified by detecting the escaped gas,3D infrared spectroscopy,and ion fragment information detected by mass spectrometry.The specific decomposition path is as follows:firstly,free ethanol molecules and neutral ligands are removed,and finally,acidic ligands are released;the final product is the corresponding metal oxide.CCDC:2430420,1;2430422,2;2430419,3;2430424,4;2430421,5;2430423,6. 展开更多
关键词 lanthanide complexes fluorescence property crystal structure thermal analysis
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Discovery of a Novel Ginseng Polysaccharide:Structure Characterization,in vitro Fermentability and Anti-oxidative Mechanism of Fermented Product via the Nrf2/HO-1 Pathway on Aβ-induced-PC 12 Cells
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作者 DONG Binbin HOU Zong +3 位作者 ZHENG Zhong XING Junpeng LIU Zhiqiang LIU Shu 《高等学校化学学报》 北大核心 2026年第1期173-189,共17页
In this study,a novel polysaccharide GPA-G 2-H was derived from ginseng.Furthermore,the coherent study of its structural characteristics,fermented characteristics in vitro,as well as antioxidant mechanism of fermented... In this study,a novel polysaccharide GPA-G 2-H was derived from ginseng.Furthermore,the coherent study of its structural characteristics,fermented characteristics in vitro,as well as antioxidant mechanism of fermented product FGPA-G 2-H on Aβ25-35-induced PC 12 cells were explored.The structure of GPA-G 2-H was determined by means of zeta potential analysis,FTIR,HPLC,XRD,GC-MS and NMR.The backbone of GPA-G 2-H was mainly composed of→4)-α-D-Glcp-(1→with branches substituted at O-3.Notably,GPA-G 2-H was degraded by intestinal microbiota in vitro with total sugar content and pH value decreasing,and short-chain fatty acids(SCFAs)increasing.Moreover,GPA-G 2-H significantly promoted the proliferation of Lactobacillus,Muribaculaceae and Weissella,thereby making positive alterations in intestinal microbiota composition.Additionally,FGPA-G 2-H activated the Nrf 2/HO-1 signaling pathway,enhanced HO-1,NQO 1,SOD and GSH-Px,while inhabited Keap 1,MDA and LDH,which alleviated Aβ-induced oxidative stress in PC 12 cells.These provide a solid theoretical basis for the further development of ginseng polysaccharides as functional food and antioxidant drugs. 展开更多
关键词 Ginseng polysaccharide Structural characterization Intestinal microbiota FERMENTABILITY Oxidative stress
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Mechanism of enhancing NH_(3)-SCR performance of Mn-Ce/AC catalyst by the structure regulation of activated carbon with calcite in coal
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作者 NIU Jian LI Yuhang +4 位作者 BAI Baofeng WEN Chaolu LI Linbo ZHANG Huirong GUO Shaoqing 《燃料化学学报(中英文)》 北大核心 2026年第1期69-79,共11页
To elucidate the effect of calcite-regulated activated carbon(AC)structure on low-temperature denitrification performance of SCR catalysts,this work prepared a series of Mn-Ce/De-AC-xCaCO_(3)(x is the calcite content ... To elucidate the effect of calcite-regulated activated carbon(AC)structure on low-temperature denitrification performance of SCR catalysts,this work prepared a series of Mn-Ce/De-AC-xCaCO_(3)(x is the calcite content in coal)catalysts were prepared by the incipient wetness impregnation method,followed by acid washing to remove calcium-containing minerals.Comprehensive characterization and low-temperature denitrification tests revealed that calcite-induced structural modulation of coal-derived AC significantly enhances catalytic activity.Specifically,NO conversion increased from 88.3%of Mn-Ce/De-AC to 91.7%of Mn-Ce/De-AC-1CaCO_(3)(210℃).The improved SCR denitrification activity results from the enhancement of physicochemical properties including higher Mn^(4+)content and Ce^(4+)/Ce^(3+)ratio,an abundance of chemisorbed oxygen and acidic sites,which could strengthen the SCR reaction pathways(richer NH_(3)activated species and bidentate nitrate active species).Therefore,NO removal is enhanced. 展开更多
关键词 CALCITE activated carbon structure Mn-Ce/AC catalyst NH_(3)-SCR performance
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Determining the Effect of Grain Size on the Microstructure and Oxidation of Nuclear Graphite
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作者 Xu Qiao Xinlei Cao +6 位作者 Yuying Zhang Wei Chen Chunzhen Yang Zhengcao Li Xing Zhou Ke Shen Zhou Zhou 《Carbon Energy》 2026年第1期138-152,共15页
Fine-grained nuclear graphite is a key material in high-temperature gas-cooled reactors(HTGRs).During air ingress accidents,core graphite components undergo severe oxidation,threatening structural integrity.Therefore,... Fine-grained nuclear graphite is a key material in high-temperature gas-cooled reactors(HTGRs).During air ingress accidents,core graphite components undergo severe oxidation,threatening structural integrity.Therefore,understanding the oxidation behavior of nuclear graphite is essential for reactor safety.The influence of oxidation involves multiple factors,including temperature,sample size,oxidant,impurities,filler type and size,etc.The size of the filler particles plays a crucial role in this study.Five ultrafine-and superfine-grained nuclear graphite samples(5.9-34.4μm)are manufactured using identical raw materials and manufacturing processes.Isothermal oxidation tests conducted at 650℃-750℃ are used to study the oxidation behavior.Additionally,comprehensive characterization is performed to analyze the crystal structure,surface morphology,and nanoscale to microscale pore structure of the samples.Results indicate that oxidation behavior cannot be predicted solely based on filler grain size.Reactive site concentration,characterized by active surface area,dominates the chemical reaction kinetics,whereas pore tortuosity,quantified by the structural parameterΨ,plays a key role in regulating oxidant diffusion.These findings clarify the dual role of microstructure in oxidation mechanisms and establish a theoretical and experimental basis for the design of high-performance nuclear graphite capable of long-term service in high-temperature gas-cooled reactors. 展开更多
关键词 DIFFUSION nuclear graphite OXIDATION pore structure reaction rate
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Electric-Field-Driven Generative Nanoimprinting for Tilted Metasurface Nanostructures
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作者 Yu Fan Chunhui Wang +6 位作者 Hongmiao Tian Xiaoming Chen Ben QLi Zhaomin Wang Xiangming Li Xiaoliang Chen Jinyou Shao 《Nano-Micro Letters》 2026年第1期290-305,共16页
Tilted metasurface nanostructures,with excellent physical properties and enormous application potential,pose an urgent need for manufacturing methods.Here,electric-field-driven generative-nanoimprinting technique is p... Tilted metasurface nanostructures,with excellent physical properties and enormous application potential,pose an urgent need for manufacturing methods.Here,electric-field-driven generative-nanoimprinting technique is proposed.The electric field applied between the template and the substrate drives the contact,tilting,filling,and holding processes.By accurately controlling the introduced included angle between the flexible template and the substrate,tilted nanostructures with a controllable angle are imprinted onto the substrate,although they are vertical on the template.By flexibly adjusting the electric field intensity and the included angle,large-area uniform-tilted,gradient-tilted,and high-angle-tilted nanostructures are fabricated.In contrast to traditional replication,the morphology of the nanoimprinting structure is extended to customized control.This work provides a cost-effective,efficient,and versatile technology for the fabrication of various large-area tilted metasurface structures.As an illustration,a tilted nanograting with a high coupling efficiency is fabricated and integrated into augmented reality displays,demonstrating superior imaging quality. 展开更多
关键词 Generative nanoimprinting Electric field assistance Tilted metasurface structures Large-area fabrication
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Coupled Effects of Single-Vacancy Defect Positions on the Mechanical Properties and Electronic Structure of Aluminum Crystals
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作者 Binchang Ma Xinhai Yu Gang Huang 《Computers, Materials & Continua》 2026年第1期332-352,共21页
Vacancy defects,as fundamental disruptions in metallic lattices,play an important role in shaping the mechanical and electronic properties of aluminum crystals.However,the influence of vacancy position under coupled t... Vacancy defects,as fundamental disruptions in metallic lattices,play an important role in shaping the mechanical and electronic properties of aluminum crystals.However,the influence of vacancy position under coupled thermomechanical fields remains insufficiently understood.In this study,transmission and scanning electron microscopy were employed to observe dislocation structures and grain boundary heterogeneities in processed aluminum alloys,suggesting stress concentrations and microstructural inhomogeneities associated with vacancy accumulation.To complement these observations,first-principles calculations and molecular dynamics simulations were conducted for seven single-vacancy configurations in face-centered cubic aluminum.The stress response,total energy,density of states(DOS),and differential charge density were examined under varying compressive strain(ε=0–0.1)and temperature(0–600 K).The results indicate that face-centered vacancies tend to reduce mechanical strength and perturb electronic states near the Fermi level,whereas corner and edge vacancies appear to have weaker effects.Elevated temperatures may partially restore electronic uniformity through thermal excitation.Overall,these findings suggest that vacancy position exerts a critical but position-dependent influence on coupled structure-property relationships,offering theoretical insights and preliminary experimental support for defect-engineered aluminum alloy design. 展开更多
关键词 Aluminum crystal vacancy defect microstructural characterization stress response electronic structure thermomechanical coupling
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Rational Electrolyte Structure Engineering for Highly Reversible Zinc Metal Anode in Aqueous Batteries
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作者 Yi Zhuang Yukai Liang +8 位作者 Wenyao Zhang Yuntong Sun Zhenxing Wang Jingyan Guan Boyuan Zhu Junjie Cui Jiahao Tang Jong‑Min Lee Junwu Zhu 《Nano-Micro Letters》 2026年第3期773-806,共34页
Aqueous zinc-ion batteries(AZIBs)have garnered considerable attention as promising post-lithium energy storage technologies owing to their intrinsic safety,cost-effectiveness,and competitive gravimetric energy density... Aqueous zinc-ion batteries(AZIBs)have garnered considerable attention as promising post-lithium energy storage technologies owing to their intrinsic safety,cost-effectiveness,and competitive gravimetric energy density.However,their practical commercialization is hindered by critical challenges on the anode side,including dendrite growth and parasitic reactions at the anode/electrolyte interface.Recent studies highlight that rational electrolyte structure engineering offers an effective route to mitigate these issues and strengthen the electrochemical performance of the zinc metal anode.In this review,we systematically summarize state-of-the-art strategies for electrolyte optimization,with a particular focus on the zinc salts regulation,electrolyte additives,and the construction of novel electrolytes,while elucidating the underlying design principles.We further discuss the key structure–property relationships governing electrolyte behavior to provide guidance for the development of next-generation electrolytes.Finally,future perspectives on advanced electrolyte design are proposed.This review aims to serve as a comprehensive reference for researchers exploring high-performance electrolyte engineering in AZIBs. 展开更多
关键词 Aqueous zinc-ion batteries Electrolyte structure Anode/electrolyte interphase Zinc anode
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Synthesis of a novel carbon microsphere with multi-cavity mesoporous structure for CO_(2) adsorption
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作者 Li Liu Qunyan Li +3 位作者 Qi Wei Yan Mei Wenjuan Chen Zuoren Nie 《Journal of Environmental Sciences》 2026年第1期199-209,共11页
Porous carbon microspheres are widely regarded as a superior CO_(2) adsorbent due to their exceptional efficiency and affordability.However,better adsorption performance is very attractive for porous carbon microspher... Porous carbon microspheres are widely regarded as a superior CO_(2) adsorbent due to their exceptional efficiency and affordability.However,better adsorption performance is very attractive for porous carbon microspheres.And modification of the pore structure is one of the effective strategies.In this study,multi-cavity mesoporous carbon microspheres were successfully synthesized by the synergistic method of soft and hard templates,during which a phenolic resin with superior thermal stability was employed as the carbon precursor and a mixture of silica sol and F108 as the mesoporous template.Carbon microspheres with multi-cavity mesoporous structures were prepared,and all the samples showed highly even mesopores,with diameters around 12 nm.The diameter of these microspheres decreased from 396.8 nm to about 182.5 nm with the increase of silica sol.After CO_(2) activation,these novel carbon microspheres(APCF0.5-S1.75)demonstrated high specific surface area(983.3 m^(2)/g)and remarkable CO_(2) uptake of 4.93 mmol/g at 0℃ and1 bar.This could be attributed to the unique multi-cavity structure,which offers uniform mesoporous pore channels,minimal CO_(2) transport of and a greater number of active sites for CO_(2) adsorption. 展开更多
关键词 Porous carbon CO_(2)adsorption Multi-cavity structure Carbon sphere
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Random State Approach to Quantum Computation of Electronic-Structure Properties
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作者 Yiran Bai Feng Xiong Xueheng Kuang 《Chinese Physics Letters》 2026年第1期89-104,共16页
Classical computation of electronic properties in large-scale materials remains challenging.Quantum computation has the potential to offer advantages in memory footprint and computational scaling.However,general and v... Classical computation of electronic properties in large-scale materials remains challenging.Quantum computation has the potential to offer advantages in memory footprint and computational scaling.However,general and viable quantum algorithms for simulating large-scale materials are still limited.We propose and implement random-state quantum algorithms to calculate electronic-structure properties of real materials.Using a random state circuit on a small number of qubits,we employ real-time evolution with first-order Trotter decomposition and Hadamard test to obtain electronic density of states,and we develop a modified quantum phase estimation algorithm to calculate real-space local density of states via direct quantum measurements.Furthermore,we validate these algorithms by numerically computing the density of states and spatial distributions of electronic states in graphene,twisted bilayer graphene quasicrystals,and fractal lattices,covering system sizes from hundreds to thousands of atoms.Our results manifest that the random-state quantum algorithms provide a general and qubit-efficient route to scalable simulations of electronic properties in large-scale periodic and aperiodic materials. 展开更多
关键词 periodic materials random state circuit random state quantum algorithms electronic structure properties density states aperiodic materials quantum algorithms quantum computation
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我国专业学位研究生教育协同育人影响因素分析——基于PLS-SEM模型 被引量:3
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作者 张丽华 宁梦妍 王一然 《教育理论与实践》 北大核心 2025年第3期19-23,共5页
专业学位研究生教育是培养高层次应用型人才的重要途径。全面深化协同育人机制是促进专业学位研究生教育从有质量地发展到高质量发展的关键点和突破口。从高校、企业、政府三个利益相关主体出发,通过PLS-SEM模型分析我国专业学位研究生... 专业学位研究生教育是培养高层次应用型人才的重要途径。全面深化协同育人机制是促进专业学位研究生教育从有质量地发展到高质量发展的关键点和突破口。从高校、企业、政府三个利益相关主体出发,通过PLS-SEM模型分析我国专业学位研究生教育协同育人影响因素的研究结果表明:高等学校发表科技成果、政府对境内企业R&D支出以及企业科研人员占比对协同育人产生显著影响。为了更好地促进我国专业学位研究生教育协同育人的发展,应建立高校赋能新质生产力的协同育人机制、多主体共建数字化协同育人平台并发挥资源集聚效应提升协同育人成效。 展开更多
关键词 专业学位研究生教育 协同育人 pls-SEM模型 高校 企业 政府
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基于PLS-SEM的渭河流域径流演变效应解耦
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作者 江善虎 江宏 +2 位作者 朱永卫 崔豪 任立良 《水资源保护》 北大核心 2025年第5期223-230,共8页
为定量解耦气候变化、人类活动与植被动态等多因素对流域水循环演变的影响,构建了渭河流域水循环多要素影响解耦框架;利用偏最小二乘结构方程模型(PLS-SEM)、Pearson相关分析与趋势分析法,解耦了1982—2020年渭河流域气候变化、人类活... 为定量解耦气候变化、人类活动与植被动态等多因素对流域水循环演变的影响,构建了渭河流域水循环多要素影响解耦框架;利用偏最小二乘结构方程模型(PLS-SEM)、Pearson相关分析与趋势分析法,解耦了1982—2020年渭河流域气候变化、人类活动、植被动态对渭河流域径流变化的直接和间接效应。结果表明:1982—2001年渭河流域气候变化与人类活动对径流影响的综合效应呈现均衡态势,气候变化和人类活动对径流的综合效应值分别为0.313、-0.315;2002—2020年人类活动的综合效应值(-0.667)显著超越气候变化(0.319),成为流域径流演变的主导驱动因素;1982—2001年径流减少的机制特征为降水主导、多因子协同,降水减少的直接效应与气温升高、植被恢复及人类活动的综合效应共同主导径流衰减过程;2002—2020年径流增加的机制特征为降水主控、工程消减,降水显著增加是导致径流增加的主导因素,而工程调控的直接效应抑制了径流增加的趋势,导致径流仅呈现微弱的恢复态势。 展开更多
关键词 气候变化 人类活动 植被动态 径流演变 pls-SEM 渭河流域
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创业学习对大学生创业意愿的影响机制研究——基于PLS-SEM模型的分析
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作者 徐园园 《安徽职业技术学院学报》 2025年第1期89-96,共8页
创业意愿是潜在创业者是否付诸实际创业行动的关键决定因素,在创业研究领域备受关注。本研究基于社会认知理论,选取安徽省500名大学生作为调查样本,采用问卷调查法收集数据,借助统计分析软件,运用结构方程模型(SEM)探究创业学习对创业... 创业意愿是潜在创业者是否付诸实际创业行动的关键决定因素,在创业研究领域备受关注。本研究基于社会认知理论,选取安徽省500名大学生作为调查样本,采用问卷调查法收集数据,借助统计分析软件,运用结构方程模型(SEM)探究创业学习对创业意愿的内在作用机制。研究结果显示,创业学习对创业意愿及创业自我效能感均有显著正向影响;创业自我效能感对创业意愿有显著正向作用,且在创业学习与创业意愿间起部分中介效应。基于研究结论,本文提出了相应的对策建议。 展开更多
关键词 创业学习 创业意愿 创业自我效能感 pls-SEM模型
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XRD结合PLS测定复合含能材料中CL-20的晶型含量
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作者 周利园 王德祥 +3 位作者 张天龙 刘国权 李华 汤宏胜 《火炸药学报》 北大核心 2025年第8期756-762,I0003,共8页
为了解决复合含能材料中CL-20晶型定量分析问题,提出了一种基于X射线衍射(XRD)结合偏最小二乘(PLS)的定量分析方法;制备了不同晶型CL-20与DA基药混合的复合含能材料样品,采集了XRD谱图,并结合多种数据预处理(MSC、SNV、D1st、D2nd、WT)... 为了解决复合含能材料中CL-20晶型定量分析问题,提出了一种基于X射线衍射(XRD)结合偏最小二乘(PLS)的定量分析方法;制备了不同晶型CL-20与DA基药混合的复合含能材料样品,采集了XRD谱图,并结合多种数据预处理(MSC、SNV、D1st、D2nd、WT)和变量选择方法(SIPLS、BIPLS、CARS)对模型性能进行优化。结果表明,MSC-CARS-PLS模型对ε-CL-20和CL-20总含量的预测性能最优,其决定系数(R_(p)^(2))分别为0.9862和0.9759,对应的均方根误差(RMSE_(p))分别为0.5901和0.5276;将该模型应用于实际生产的复合含能材料样品中,预测结果与参考值高度一致,验证了其在CL-20晶型定量分析中的准确性与实用性;说明此方法是一种快速、准确的CL-20晶型定量分析方法。 展开更多
关键词 分析化学 偏最小二乘 pls X射线衍射 定量分析 CL-20 变量选择
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基于KECA-PLS的风电机组健康状态评估 被引量:1
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作者 马亮 任超 +1 位作者 刘月文 郝增孝 《计算机测量与控制》 2025年第5期351-360,共10页
针对风电机组整机性能退化趋势的及时准确预测需求,提出了一种结合核熵主成分分析与偏最小二乘法(KECA-PLS)的健康评估算法;该研究采用前置局部异常因子算法(LOF)对数据预处理,并通过高斯混合模型(GMM)对风电场数据集进行分类聚类,分类... 针对风电机组整机性能退化趋势的及时准确预测需求,提出了一种结合核熵主成分分析与偏最小二乘法(KECA-PLS)的健康评估算法;该研究采用前置局部异常因子算法(LOF)对数据预处理,并通过高斯混合模型(GMM)对风电场数据集进行分类聚类,分类标签指导后续分析;利用核熵成分分析(KECA)对数据实施降维处理并提取关键特征,结合SPE统计量监控风电机组运行状态;考虑到SCADA数据的非平稳与非线性特性,将PLS算法融入核熵框架以进行故障预测,依据预测残差动态设定报警阈值,确保故障的早期警示;算法应用模糊评判机制并生成风电机组退化状态的雷达图,直观展示了故障演进态势;该算法在某风电场的实际运营数据上的实施验证,证明了其有效评估风电机组即时健康状况的能力,以及清晰展示故障演变过程的可视化效果。 展开更多
关键词 偏最小二乘法(pls) 状态监测 健康评估 风电机组 可视化
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教师数字化教学能力影响因素实证研究——基于PLS-SEM和fsQCA方法 被引量:11
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作者 周欣 王耀斌 贺相春 《现代教育技术》 2025年第3期66-76,共11页
数字化教学能力是教育数字化转型时期教师必备的关键能力,深入探究并分析教师数字化教学能力的影响因素,是教育管理者和教师应对技术挑战、提升教学质量、培养创新人才的关键环节。基于此,文章依托统一接受和使用技术(Unified Theory of... 数字化教学能力是教育数字化转型时期教师必备的关键能力,深入探究并分析教师数字化教学能力的影响因素,是教育管理者和教师应对技术挑战、提升教学质量、培养创新人才的关键环节。基于此,文章依托统一接受和使用技术(Unified Theory of Acceptance and Use of Technology,UTAUT)模型,采用偏最小二乘结构方程模型(Partial Least Squares Structural Equation Modeling,PLS-SEM)和模糊集定性比较分析(Fuzzy-Set Qualitative Comparative Analysis,fsQCA)方法,对教师数字化教学能力的影响因素及其组合效应进行了实证分析。其中,PLS-SEM分析结果表明,绩效期望、努力期望、社群影响、便利条件和自我效能感对教师数字化教学意愿有显著的正向影响,并进一步正向影响教师的数字化教学能力;教师的自我效能感对数字化教学能力有显著的直接影响,且影响效应最强。而fs QCA分析结果显示,存在四条激发教师数字化教学能力的路径,在这些路径中数字化教学意愿和自我效能感是两个重要的前因变量,这弥补了结构方程模型分析的相对不足。文章通过研究,旨在为教育数字化转型时期教师数字化教学能力的提升提供实证依据。 展开更多
关键词 数字化教学能力 技术统一接受理论 偏最小二乘结构方程模型 模糊集定性比较分析
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基于PLS模型的镉与微塑料复合污染对冬小麦植株生理和土壤理化性质影响
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作者 陈悦 程海宽 +2 位作者 陈富鹏 丰晨晨 林迪 《环境科学》 北大核心 2025年第3期1815-1830,共16页
探究重金属、微塑料及二者复合污染对冬小麦生长、生理生态及土壤理化性质影响效应,确定关键影响因子,为重金属和微塑料污染生理机制阐释以及污染土壤的生态修复提供理论基础.采用室内土壤盆栽试验,以冬小麦(Triticum aestivum L.)为研... 探究重金属、微塑料及二者复合污染对冬小麦生长、生理生态及土壤理化性质影响效应,确定关键影响因子,为重金属和微塑料污染生理机制阐释以及污染土壤的生态修复提供理论基础.采用室内土壤盆栽试验,以冬小麦(Triticum aestivum L.)为研究对象,开展土壤重金属镉(Cd)(0 mg·kg^(-1)和5 mg·kg^(-1))与不同粒径(10μm和500μm)和质量分数(0、0.5%、1.0%、5.0%)聚丙烯微塑料(PP-MPs)单一及复合污染对冬小麦生长发育、光合生理、抗氧化酶活性、叶片解剖结构、冠层温度、土壤养分及土壤酶活性影响效应研究.同时利用偏最小二乘(PLS)回归模型定量分析各理化特性与冬小麦生长指标间关系,确定关键主控因子.结果表明,小粒径PP-MPs单一及其与Cd复合污染条件下,冬小麦株高显著降低了10.3%~59.9%,叶面积显著降低了5.8%~94.2%,总生物量显著降低了20.0%~84.0%.另外,二者污染条件下,小麦叶片光合效率、叶绿素含量等光合特性明显受到抑制.随两者污染胁迫程度增加,小麦植株群体冠层温度升高,叶片厚度降低;与CK相比,叶片超氧化物歧化酶(SOD)、过氧化物酶(POD)和过氧化氢酶(CAT)分别提高了13.4%~99.0%、45.5%~122.7%和2.8%~89.2%,且两者间交互效应达极显著水平(P<0.01).此外,Cd与PPMPs胁迫后略微增加了土壤有机质、碱解氮、速效磷和速效钾等养分含量,显著提高了土壤脲酶、酸性磷酸酶和脱氢酶活性.与单一污染因素相比,Cd与PP-MPs复合污染对冬小麦各指标影响均呈协同抑制效应,且10μm小粒径抑制效应明显强于500μm大粒径. PLS模型结果显示,土壤酸性磷酸酶为Cd与10μm小粒径PP-MPs复合污染胁迫下影响冬小麦生长发育指标变化的关键主控因子,土壤速效磷则为500μm大粒径PP-MPs关键影响因子.研究结果对于评估土壤-植株系统中重金属Cd与MPs复合污染的生态效应提供参考借鉴. 展开更多
关键词 冬小麦 镉(CD) 微塑料(MPs) 复合污染 生理特性 偏最小二乘(pls)回归模型
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一种新型水稻穗叶类病斑突变体pls1的基因克隆和功能分析
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作者 韩沛洁 李飞 +4 位作者 叶春 盛怡乐 孙红正 李俊周 杜彦修 《植物遗传资源学报》 北大核心 2025年第8期1574-1586,共13页
水稻类病斑突变体在研究水稻细胞程序性死亡和广谱抗病性中具有重要作用,已报道的水稻类病斑主要发生在叶片上,少量发生在颖壳上。本研究中首次报道了水稻的一种穗叶类病斑突变体pls1(Panicle and leaf spot 1),其从三叶期叶片开始出现... 水稻类病斑突变体在研究水稻细胞程序性死亡和广谱抗病性中具有重要作用,已报道的水稻类病斑主要发生在叶片上,少量发生在颖壳上。本研究中首次报道了水稻的一种穗叶类病斑突变体pls1(Panicle and leaf spot 1),其从三叶期叶片开始出现红褐色斑点,随生育进程扩大,并扩展到其他器官。与以往报道的水稻类病斑突变体不同的是,pls1抽穗后稻穗枝梗和颖壳逐渐产生红褐色病斑,成熟期稻穗干枯,严重影响产量,是一种新类型的水稻类病斑。结合图位克隆和全基因组重测序发现pls1突变体产生了173403 bp的大片段缺失,导致7个基因缺失和1个基因启动子缺失。这8个基因中4个编码醇溶蛋白,另外3个在叶片和穗部表达量较低,只有Os12g0268000在叶片和稻穗中较其他器官有较高的表达量,推测PLS1为Os12g0268000,基因功能注释显示其编码色胺5-羟化酶。pls1突变体叶片中活性氧、过氧化氢、超氧阴离子过量积累,抗氧系统相关酶氧化物歧化酶、抗坏血酸过氧化物酶、过氧化氢酶和谷胱甘肽还原酶活性提高,发生细胞程序性死亡和叶绿体降解,降低光合能力。褪黑素在植物耐盐性中起重要作用。进一步的功能分析发现,缺失PLS1会抑制水稻中褪黑素合成相关酶基因OsTDC1、OsTDC3、OsSNAT1、OsASMT1和OsCOMT的表达,进而导致pls1突变体的耐盐性下降。综上,穗叶类病斑突变体pls1是一种新类型的水稻类病斑突变体,将为水稻类病斑研究提供新的种质材料;耐盐性的分析揭示了色胺5-羟化酶的新功能,为研究其在细胞程序性死亡和耐盐性中的机制提供了新视角。 展开更多
关键词 水稻 穗叶类病斑 pls1 褪黑色素 耐盐性
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我国普通高中教育资源配置水平差异性与协调性研究——基于PLS结构方程模型的实证研究
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作者 徐梦鸽 李宁 《现代教育科学》 2025年第4期54-62,共9页
提升普通高中教育资源配置水平是促进高中教育高质量发展的重要举措。基于教育部2023年公布的《2022年教育统计数据》,构建普通高中教育资源配置水平PLS结构方程模型以对全国31个省(区、市)(不含港澳台)的基本情况进行测算发现:普通高... 提升普通高中教育资源配置水平是促进高中教育高质量发展的重要举措。基于教育部2023年公布的《2022年教育统计数据》,构建普通高中教育资源配置水平PLS结构方程模型以对全国31个省(区、市)(不含港澳台)的基本情况进行测算发现:普通高中教育资源配置水平的内部指标布局呈阶段性轻度失衡状态;我国普通高中教育资源配置水平区域结构呈“金字塔”型分布特征;省际普通高中教育资源配置水平的协调性仍有待提升。为实现我国普通高中教育资源配置水平的显著提升,建议敦促教师提升学历,优化教师资源内部结构;改善各省市中的薄弱点,实现配置水平的均衡提升;加大教育投入保障,推动区域内普通高中的协调发展。 展开更多
关键词 普通高中 教育资源配置水平 pls结构方程模型 资源结构 均衡提升
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基于PRE-PLS的XRF煤炭灰分智能预测算法
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作者 孙明 廖祥国 +6 位作者 王邵康 高单 孙嘉悦 黄筱俊 何光明 李博昊 吴威辰 《金属矿山》 北大核心 2025年第9期176-183,共8页
煤炭灰分值是衡量煤炭质量的关键指标之一,灰分含量和性质对燃烧设备、环境、后续的加工利用都有着极大影响。针对目前煤炭灰分检测方法的滞后性、劳动密集型问题,提出了一种基于XRF光谱的预处理(Preprocessing,PRE)与偏最小二乘法(Part... 煤炭灰分值是衡量煤炭质量的关键指标之一,灰分含量和性质对燃烧设备、环境、后续的加工利用都有着极大影响。针对目前煤炭灰分检测方法的滞后性、劳动密集型问题,提出了一种基于XRF光谱的预处理(Preprocessing,PRE)与偏最小二乘法(Partial Least Squares,PLS)相结合的XRF煤炭灰分智能预测算法。通过将XRF技术获取煤炭样品的光谱数据输入PLS主模型初步预测灰分,再将相关校正参数输入补偿优化模型中,最终将两者相加得到预测灰分值。试验结果表明:相对于偏最小二乘法回归、神经网络回归模型,PRE-PLS模型决定系数为0.9951,均方根误差为0.9411,平均绝对误差为0.7332%,表明该模型具备较高的精度,能够胜任现场检测工作,为生产提供可靠指导。 展开更多
关键词 X射线荧光光谱(XRF) 煤炭 灰分预测 偏最小二乘法(pls) 光谱预处理
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