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基于气象相似日修正和IPO-DLinear的日前电力负荷预测
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作者 于惠钧 赵文川 +3 位作者 刘颉 徐银凤 邹海 辜海缤 《电力工程技术》 北大核心 2026年第2期121-130,共10页
现有电力负荷预测方法面临诸多挑战,尤其是在考虑气象因素对负荷波动的影响时,传统方法往往忽视气象特征与负荷之间复杂的非线性关系,导致预测精度不足。对此文中提出一种基于气象相似日修正(meteorological similar day correction,MS... 现有电力负荷预测方法面临诸多挑战,尤其是在考虑气象因素对负荷波动的影响时,传统方法往往忽视气象特征与负荷之间复杂的非线性关系,导致预测精度不足。对此文中提出一种基于气象相似日修正(meteorological similar day correction,MSDC)和改进鹦鹉优化(improved parrot optimizer,IPO)线性分解(decomposition-based linear,DLinear)的日前电力负荷预测模型。首先运用Logistic映射、自适应变异策略、螺旋波动搜索IPO对DLinear超参数进行优化,然后由DLinear提取数据的周期性和趋势性特征,最后通过比对气象特征欧氏距离修正负荷预测值,形成基于IPO-DLinear-MSDC的日前电力负荷预测模型。采用2024年6月至10月湖南株洲地区总电力负荷数据集进行仿真分析,IPO-DLinear-MSDC模型的输出平均绝对百分比误差(mean absolute percentage error,MAPE)、决定系数R2分别为4.67%、0.833,相较于IPO-DLinear与PO-DLinear模型,MAPE分别下降了0.83个百分点、1.43个百分点,R2分别提升了0.074、0.125。 展开更多
关键词 日前电力负荷预测 气象相似日修正(MSDC) 改进鹦鹉优化(IPo) 线性分解(Dlinear) LoGISTIC映射 欧氏距离
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Skin-Inspired Ultra-Linear Flexible Iontronic Pressure Sensors for Wearable Musculoskeletal Monitoring
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作者 Pei Li Shipan Lang +6 位作者 Lei Xie Yong Zhang Xin Gou Chao Zhang Chenhui Dong Chunbao Li Jun Yang 《Nano-Micro Letters》 2026年第2期454-470,共17页
The growing prevalence of exercise-induced tibial stress fractures demands wearable sensors capable of monitoring dynamic musculoskeletal loads with medical-grade precision.While flexible pressure-sensing insoles show... The growing prevalence of exercise-induced tibial stress fractures demands wearable sensors capable of monitoring dynamic musculoskeletal loads with medical-grade precision.While flexible pressure-sensing insoles show clinical potential,their development has been hindered by the intrinsic trade-off between high sensitivity and full-range linearity(R^(2)>0.99 up to 1 MPa)in conventional designs.Inspired by the tactile sensing mechanism of human skin,where dermal stratification enables wide-range pressure adaptation and ion-channelregulated signaling maintains linear electrical responses,we developed a dual-mechanism flexible iontronic pressure sensor(FIPS).This innovative design synergistically combines two bioinspired components:interdigitated fabric microstructures enabling pressure-proportional contact area expansion(αP1/3)and iontronic film facilitating self-adaptive ion concentration modulation(αP^(2/3)),which together generate a linear capacitance-pressure response(CαP).The FIPS achieves breakthrough performance:242 kPa^(-1)sensitivity with 0.997linearity across 0-1 MPa,yielding a record linear sensing factor(LSF=242,000).The design is validated across various substrates and ionic materials,demonstrating its versatility.Finally,the FIPS-driven design enables a smart insole demonstrating 1.8%error in tibial load assessment during gait analysis,outperforming nonlinear counterparts(6.5%error)in early fracture-risk prediction.The biomimetic design framework establishes a universal approach for developing high-performance linear sensors,establishing generalized principles for medical-grade wearable devices. 展开更多
关键词 Iontronic sensor Skin-inspired design linear range linear sensing factor Biomechanical monitoring
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Linear relationship between reactivity and the reciprocal of uranium concentration in thermal-spectrum molten salt re
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作者 Chang-Qing Yu Gui-Feng Zhu +7 位作者 Shu-Yang Jia Yang Zou Rui Yan Jian Guo Ya-Fen Liu Bo Zhou Xue-Chao Zhao Xiao-Han Yu 《Nuclear Science and Techniques》 2026年第2期208-222,共15页
Knowing the precise relationship between fuel loading and reactivity is essential for guiding reactor criticality extrapolation and online refueling in molten salt reactors(MSRs).This study aims to explore and explain... Knowing the precise relationship between fuel loading and reactivity is essential for guiding reactor criticality extrapolation and online refueling in molten salt reactors(MSRs).This study aims to explore and explain the linear relationship between reactivity and the reciprocal of uranium concentration in thermal-spectrum MSRs.By applying neutron balance theory,we analyzed the neutron absorption cross sections of various nuclides in single-lattice models with varying fuel concentrations.Our findings reveal a simple linear correlation between reactivity and the reciprocal of uranium concentration,which can be explained from the perspective of nuclear reaction cross sections that adhere to the 1/v law in the thermal neutron spectrum.Furthermore,we identified that the neutron absorption single-group cross sections of structural materials and carrier salts exhibit an approximately linear relationship with the fission single-group cross section of ^(235) U;similarly,the reciprocal of ^(235)U’s fission cross section exhibits an approximately linear relationship with uranium concentration.This linear relationship deviates as the volume fraction of molten salt increases,due to a greater proportion of neutrons being captured in the resonance energy spectrum.However,it remains valid for molten salt volume fractions up to 25%and demonstrates broad applicability in the physical design and operation of thermal molten salt reactors. 展开更多
关键词 Molten salt reactor REACTIVITY Uranium concentration Cross sections linear
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Improved energy storage performance by doping linear dielectrics into lead-free NaNbO_(3)-based ceramics
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作者 Yunfeng Guo Junxian Wang +3 位作者 Xiangkai Zhu Yuxuan Ren Liming Chen Jiamao Li 《Chinese Physics B》 2026年第2期610-619,共10页
NaNbO_(3)-based lead-free dielectric ceramics possess significant application prospects in the field of dielectric capacitors.However,their development is hindered by low recoverable energy storage density(W_(rec))and... NaNbO_(3)-based lead-free dielectric ceramics possess significant application prospects in the field of dielectric capacitors.However,their development is hindered by low recoverable energy storage density(W_(rec))and energy storage efficiency(η).Herein,novel NaNbO_(3)-based ceramics,(1-x)[0.7Na_(0.97)Sm_(0.01)NbO_(3)–0.3(Sr_(0.7)Bi_(0.2))(Ti_(0.8)Zr_(0.2))O_(3)]–xCaTiO_(3),were created by adding CaTiO_(3) linear dielectric,aiming to improve their energy storage performance(ESP).The phase structure,microstructure,dielectric properties,energy storage and charge–discharge performances of the ceramics were methodically analyzed.All components of the ceramics exhibit a perovskite structure consisting of two phases:antiferroelectric P-phase(AFE P)and antiferroelectric R-phase(AFE R),with the AFE R phase increasing as x rises.All ceramic surfaces exhibit clear grain morphology.The resultant ceramics have an appropriate dielectric constant and a small dielectric loss,which are beneficial for improving breakdown field strength(E_(b)).Finally,at an E_(b) of 470 kV/cm,0.85[0.7Na_(0.97)Sm_(0.01)NbO_(3)–0.3(Sr_(0.7)Bi_(0.2))(Ti_(0.8)Zr_(0.2))O_(3)]–0.15CaTiO_(3) ceramic achieves optimal ESP:W_(rec)=3.9 J/cm^(3),η=72.49%.In addition,it has remarkable stability with temperature and frequency in energy storage and displays ultrafast speed in the charge–discharge process(t_(0.9)=27 ns). 展开更多
关键词 NaNbo_(3) linear dielectric energy storage performance charge–discharge rate
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Quality-guaranteed Dubins Path Planning for USV Based on Mixed-integer Piecewise linear Programming for Addressing the Extended Minimum-time Intercept Problem
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作者 Xing Zhou Kelin Zhu +3 位作者 Shuang Liu Zhaoqing Li Wenxin Zhang Kang Du 《哈尔滨工程大学学报(英文版)》 2026年第1期216-227,共12页
During the use of robotics in applications such as antiterrorism or combat,a motion-constrained pursuer vehicle,such as a Dubins unmanned surface vehicle(USV),must get close enough(within a prescribed zero or positive... During the use of robotics in applications such as antiterrorism or combat,a motion-constrained pursuer vehicle,such as a Dubins unmanned surface vehicle(USV),must get close enough(within a prescribed zero or positive distance)to a moving target as quickly as possible,resulting in the extended minimum-time intercept problem(EMTIP).Existing research has primarily focused on the zero-distance intercept problem,MTIP,establishing the necessary or sufficient conditions for MTIP optimality,and utilizing analytic algorithms,such as root-finding algorithms,to calculate the optimal solutions.However,these approaches depend heavily on the properties of the analytic algorithm,making them inapplicable when problem settings change,such as in the case of a positive effective range or complicated target motions outside uniform rectilinear motion.In this study,an approach employing a high-accuracy and quality-guaranteed mixed-integer piecewise-linear program(QG-PWL)is proposed for the EMTIP.This program can accommodate different effective interception ranges and complicated target motions(variable velocity or complicated trajectories).The high accuracy and quality guarantees of QG-PWL originate from elegant strategies such as piecewise linearization and other developed operation strategies.The approximate error in the intercept path length is proved to be bounded to h^(2)/(4√2),where h is the piecewise length. 展开更多
关键词 Minimum-time intercept problem Dubins vehicle Mixed-integer piecewise-linear program linearization Approximate error trigonometric function USV
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Experimental study on damage characteristics of t-shaped stiffened plates subjected to different types of shaped charges:Linear-shaped charge,embowed linear-shaped charge,and embowed linear explosively formed projectile
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作者 Shenhe Zhang Zhifan Zhang +4 位作者 Shuxin Yang Longkan Wang Yutong Sui Guiyong Zhang Zhi Zong 《Defence Technology(防务技术)》 2026年第2期231-243,共13页
In order to investigate the penetration performance of Linear-Shaped Charge(LSC),Embowed LinearShaped Charge(ELSC),and Embowed Linear Explosively Formed Projectile(ELEFP)on T-shaped stiffened plates,a series of near-f... In order to investigate the penetration performance of Linear-Shaped Charge(LSC),Embowed LinearShaped Charge(ELSC),and Embowed Linear Explosively Formed Projectile(ELEFP)on T-shaped stiffened plates,a series of near-field air-burst experiments are conducted.The damage modes and characteristics of the target plates are compared and analyzed.Each flat plate section is completely punctured,resulting in a penetration hole.The damage modes induced by the three charge types on the stiffened plate structure are consistent,characterized by shear failure in the central region of the flat plate due to penetration by the penetrator,localized plastic deformation of the flat plate,and local penetration failure resulting from partial perforation of the central stiffener.The penetration lengths caused by ELSC and ELEFP are 45.1%and 46.1% larger than that of LSC,while the half-width of the penetration hole generated by ELEFP is 54.2% and 24.7% smaller than that of ELSC and LSC,respectively.The penetration height caused by ELEFP are 17.5%and 62.1% larger than that of ELSC and LSC,respectively.The stiffener effectively segments the damage area,enhancing the local structural strength and limiting the extent of plastic deformation in the flat plate section.The comparative results show that the ELSC proves to be more effective for efficient large-scale damage,and ELEFP is more suitable for achieving efficient localized damage. 展开更多
关键词 linear-shaped charge Embowed linear-shaped charge Embowed linear explosively formed PRoJECTILE Near-filed explosion Penetration performance Stiffened plate
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A case of linear and whorled nevoid hypermelanosis
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作者 Jinxu Qi Yijia He Guoqiang Zhang 《Journal of Biomedical Research》 2026年第1期97-98,共2页
Dear Editor,Linear and whorled nevoid hypermelanosis(LWNH)is a rare,sporadic pigmentary disorder characterized by hyperpigmented macules arranged in linear streaks and whorls along Blaschko's lines,typically appea... Dear Editor,Linear and whorled nevoid hypermelanosis(LWNH)is a rare,sporadic pigmentary disorder characterized by hyperpigmented macules arranged in linear streaks and whorls along Blaschko's lines,typically appearing within the first few weeks of life[1],and remains a challenge to treat.Here,we report a case of LWNH and review the relevant literature to help clinicians better understand this disease. 展开更多
关键词 Blaschko lines hyperpigmented macules TREATMENT whorled nevoid hypermelanosis lwnh linear nevoid hypermelanosis whorled nevoid hypermelanosis pigmentary disorder blaschkos linestypically
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Nonlinear fluid flow regimes in fractured shale:Impact of confining stresses and water-supercritical CO_(2)interactions
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作者 Bingbin Xie Jingqiang Tan +4 位作者 Qiao Lyu Chenger Hu Xindong Li Yonggang Ding Gan Feng 《Natural Gas Industry B》 2026年第1期44-59,共16页
The coupled chemo-mechanical impact of supercritical CO_(2)-H_(2)O(ScCO_(2)-H_(2)O)reactions on fracture geometry and nonlinear flow regimes in deep shale under confining pressures remains inadequately quantified.This... The coupled chemo-mechanical impact of supercritical CO_(2)-H_(2)O(ScCO_(2)-H_(2)O)reactions on fracture geometry and nonlinear flow regimes in deep shale under confining pressures remains inadequately quantified.This study systematically investigates the effects of ScCO_(2)-H_(2)O-shale interactions on fracture morphology and flow properties under confining pressures from 15 MPa to 40 MPa by integrating XRD(X-ray diffraction),micro-CT,3D surface profilometry,and multistage steady-state flow experiments.The results demonstrate that ScCO_(2)-H_(2)O exposure drives pyrite/feldspar dissolution and localized clay precipitation,resulting in fracture branching and macroscopic aperture regularization.Critically,confining pressure dictates the net hydraulic response:under low confining pressure(15-25 MPa),dissolution dominates,enhancing permeability,flow efficiency(Q/VP),and pre-linear flow behavior(n<1).At high confining pressures(30-40 MPa)mechanical compaction and mineral precipitation amplify flow resistance,shifting the flow regime toward quasi-linear behavior,as inertial effects become negligible compared to dominant viscous forces and increased flow resistance.Confining pressure thus critically mediates the dissolution-precipitation balance during ScCO_(2)-H_(2)O treatment,with an optimal window of 15-25 MPa identified for enhancing conductivity while minimizing clogging risk.These findings provide a quantitative framework for predicting stress-dependent flow evolution in chemically altered shale fractures. 展开更多
关键词 Shale gas ScCo_(2)-H_(2)o interactions Nonlinear flow CCUS Fracture geometry
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Fixed-Structure Robust Feedback Linearization for Full Relative Degree Nonlinear Systems
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作者 Vlad Mihaly MirceaȘușcă Petru Dobra 《IEEE/CAA Journal of Automatica Sinica》 2025年第10期2026-2039,共14页
The exact feedback linearization method implies an accurate knowledge of the model and its parameters.This assumption is an inherent limitation of the method,suffering from robustness issues.In general,the model struc... The exact feedback linearization method implies an accurate knowledge of the model and its parameters.This assumption is an inherent limitation of the method,suffering from robustness issues.In general,the model structure is only partially known and its parameters present uncertainties.The current paper extends the classical exact feedback linearization to the robust feedback linearization by adding an appropriatelydesigned robust control layer.This is then able to ensure robust stability and robust performance for the given uncertain system in a desired region of attraction.We consider the case of full relative degree input-affine nonlinear systems,which are of great practical importance in the literature.The inner loop contains the feedback linearization input for the nominal system and the resulting residual nonlinearities can always be characterized as inverse additive uncertainties.The constructive proofs provide exact representations of the uncertainty models in three considered scenarios:unmatched,fully-matched,and partially-matched uncertainties.The uncertainty model will be a descriptor system,which also represents one of the novelties of the paper.Our approach leads to a simplified control structure and a less conservative coverage of the uncertainty set compared to current alternatives.The end-to-end procedure is emphasized on an illustrative example,in two different hypotheses. 展开更多
关键词 Feedback linearization nonlinear control RoBUSTNESS uncertain nonlinear systems
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Equilibrium Control Theory and Direct Method of Feedback Linearization for Nonlinear Time Varying Systems 被引量:1
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作者 王庆林 陈悦 《Journal of Beijing Institute of Technology》 EI CAS 1999年第3期306-311,共6页
Aim To present a simple and effective method for the design of nonlinear and time varying control system. Methods A new concept of dynamic equilibrium of a system and its stability were presented first. It was poin... Aim To present a simple and effective method for the design of nonlinear and time varying control system. Methods A new concept of dynamic equilibrium of a system and its stability were presented first. It was pointed out that what is controlled directly by the input of a control system is the system's dynamic equilibrium rather than the states. Based on it, a new feedback linearization method for nonlinear system based on the Lyapunov direct method was given. Simulation studies were also carried out. Results The example and simulation show that by use of the method, the controller design becomes very simple and the control effect is quite satisfying. Conclusion The new method unifies the stabilizing problem(regulating problem) with the tracking problem. It is a very simple and effective method for the design of nonlinear and time varying control system. 展开更多
关键词 dynamic equilibrium feedback linearization nonlinear system time varying system stability
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有机肥和生物菌剂对菜地土壤N_(2)O排放及土壤团聚体的影响
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作者 马静 陆昕昱 +1 位作者 宋俊杰 孙丽英 《农业环境科学学报》 北大核心 2026年第1期251-261,共11页
为探究不同施肥处理对菜地土壤N_(2)O排放、产量及土壤团聚体的影响,本研究以南京地区菜地为研究对象,设置不施氮肥(CK)、施化学氮肥(U)、化学氮肥和生物菌剂配施(UM)、有机肥替代25%化学氮肥(O)、有机肥替代25%化学氮肥和生物菌剂配施(... 为探究不同施肥处理对菜地土壤N_(2)O排放、产量及土壤团聚体的影响,本研究以南京地区菜地为研究对象,设置不施氮肥(CK)、施化学氮肥(U)、化学氮肥和生物菌剂配施(UM)、有机肥替代25%化学氮肥(O)、有机肥替代25%化学氮肥和生物菌剂配施(OM)5个处理。采用静态暗箱-气相色谱法,观测菜地土壤N_(2)O的排放,并分析不同施肥处理对菜地土壤N_(2)O排放量、综合温室效应(GWP)、温室气体排放强度(GHGI)、产量、土壤团聚体组成、经济效益等的影响。结果表明:与U处理相比,O处理土壤N_(2)O累积排放量增长了12.70%,UM和OM处理土壤N_(2)O累积排放量均有所降低,其中,UM处理降低了16.67%,OM处理显著降低了23.81%(P<0.05)。在各施肥处理中,OM处理产量最高,为11.9 t·hm^(-2),O处理次之,为11.2 t·hm^(-2)。此外,O和OM处理降低了<0.25 mm团聚体占比,提高了土壤中大团聚体占比,增加了土壤团聚体稳定性。研究表明,有机肥配施生物菌剂处理可以减缓菜地土壤N_(2)O排放并提高作物产量和经济效益,是实现农业低碳高产的一种可行性措施。 展开更多
关键词 有机肥 生物菌剂 N_(2)o 团聚体 产量
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活性炭负载纳米铁材料对人工湿地脱氮和N_(2)O排放的影响
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作者 郝桂珍 范慧双 +2 位作者 张南南 李振河 徐利 《环境工程技术学报》 北大核心 2026年第1期148-157,共10页
人工湿地是污水处理厂尾水深度处理的有效手段,但尾水中碳氮比(C/N)较低且化学需氧量(COD)难以被利用,导致传统人工湿地处理该类尾水时存在硝化、反硝化反应不完全的问题,且有大量N_(2)O气体(温室气体)产生并逸出至大气,生态效益欠佳。... 人工湿地是污水处理厂尾水深度处理的有效手段,但尾水中碳氮比(C/N)较低且化学需氧量(COD)难以被利用,导致传统人工湿地处理该类尾水时存在硝化、反硝化反应不完全的问题,且有大量N_(2)O气体(温室气体)产生并逸出至大气,生态效益欠佳。针对该问题,制备了活性炭负载纳米铁材料Fe-AC,设计构建了三组人工湿地(CW1、CW2、CW3),分别填加纯砾石(空白对照)、砾石+3%Fe-AC、砾石+8%Fe-AC,模拟污水处理厂尾水的低C/N水质,利用铁与碳两极间的电位差形成的微电解原理强化人工湿地的脱氮过程,探究不同Fe-AC投加比例对人工湿地脱氮和N_(2)O减排的影响,并分析其影响机制。结果表明:Fe-AC在人工湿地中可自发形成原电池释放电子和[H],作为电子供体促进氮的转化和提高微生物的活性。在人工湿地模拟进水COD 28 mg/L、TN 18 mg/L,即C/N=1.5的条件下,CW1、CW2、CW3的出水COD分别稳定在6.0、4.5、4.0 mg/L,去除率达到72%、83%、85%;总氮(TN)浓度分别稳定在14.0、0.5、0.4 mg/L,去除率达到22%、97%、97%,加入Fe-AC的人工湿地对COD和TN的去除效果显著;CW1、CW2和CW3的N_(2)O排放量分别为1 330.87、629.86、576.49μg/(m^(2)·h),与空白对照组(CW1)相比,CW2和CW3对N_(2)O的减排率分别达到52.72%和56.52%,加入Fe-AC对人工湿地N_(2)O的减排效果明显;加入Fe-AC的CW2和CW3内部拟杆菌门和甲基营养型菌属的丰度明显提高,其他与反硝化和有机物降解有关的功能菌也得到筛选和优化。综合三组人工湿地的运行效果,CW2中加入3%的Fe-AC即可满足对人工湿地脱氮效果的提升和N_(2)O气体的减排,比CW3中8%的Fe-AC更加经济合理。 展开更多
关键词 人工湿地 铁碳微电解 低碳氮比 N_(2)o 反硝化
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废弃煤矿巷道CO_(2)“封存-利用”技术探索及转化效率研究
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作者 来兴平 雷彤 +3 位作者 张楠 胡添龙 介凯 刘旭超 《西安科技大学学报》 北大核心 2026年第1期15-26,共12页
为应对全球二氧化碳减排的需求,探索利用废弃煤矿地下空间实现CO_(2)封存与资源化利用的新路径,以提升其环境与资源效益。提出了包含捕集、封存、转化、分离系统的废弃煤矿巷道CO_(2)“封存-利用”一体化技术,基于几何相似理论与固体氧... 为应对全球二氧化碳减排的需求,探索利用废弃煤矿地下空间实现CO_(2)封存与资源化利用的新路径,以提升其环境与资源效益。提出了包含捕集、封存、转化、分离系统的废弃煤矿巷道CO_(2)“封存-利用”一体化技术,基于几何相似理论与固体氧化物电解池(SOEC)技术构建巷道反应硐室与实验室微型反应腔之间尺度映射关系,形成室内试验-井下应用的参数对应体系;通过开展恒电流共电解试验以及气相色谱对气体成分分析,系统揭示反应温度与CO_(2)/H_(2)O气体比例对CO_(2)转化效率的影响。结果表明:在保持A/V不变的条件下,巷道反应硐室尺寸为2.4 m×6 m×3.6 m,对应有效反应面积为384 m^(2);法拉第效率随着温度的升高呈现出“先下降后升高”的特征,随着CO_(2)/H_(2)O气体比例的增加而降低,CO_(2)转化率随着温度升高而显著提升,随着CO_(2)/H_(2)O气体比例增加而降低,在温度为850℃、气体比例CO_(2)∶H_(2)O=1∶1的共电解条件下,CO_(2)实现最优转化效率,转化率达72.22%,法拉第效率为61.77%。研究为实现废弃煤矿巷道CO_(2)封存与高值化利用提供了理论依据与技术支撑。 展开更多
关键词 废弃煤矿 固体氧化物电解池 Co_(2)/H_(2)o共电解 法拉第效率 Co_(2)转化率 相似理论
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基于iTransformer的轻量级时序预测模型
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作者 周清雷 王宇静 +2 位作者 段鹏松 王超 郑永利 《郑州大学学报(工学版)》 北大核心 2026年第2期9-15,26,共8页
针对时序预测领域难以平衡预测精度与时效性问题,以iTransformer模型为基础框架,提出一种轻量级时序预测模型ILformer。iTransformer作为基于变量的典型时序预测模型,能有效捕获多变量间复杂交互关系,但其存在计算复杂度较高与参数量较... 针对时序预测领域难以平衡预测精度与时效性问题,以iTransformer模型为基础框架,提出一种轻量级时序预测模型ILformer。iTransformer作为基于变量的典型时序预测模型,能有效捕获多变量间复杂交互关系,但其存在计算复杂度较高与参数量较大的局限性,导致在资源受限的实际应用场景中模型难以高效部署。ILformer针对这些不足展开优化。首先,引入线性注意力机制(Linear Attention)替代传统注意力机制,使输入处理更加灵活,通过线性投影和维度重排,ILformer在减少参数量的同时,能更好地适应不同输入形状和结构,尤其在处理大规模数据时计算效率较高,并能在不降低模型精度前提下显著减少注意力模块的计算复杂度;其次,通过对注意力机制进行奇异值分解实现矩阵降维,大幅减少了矩阵乘法和加法的计算次数,提升了计算效率,同时降低了模型的过拟合风险;最后,在8个不同数据集上进行实验。实验结果表明:ILformer在保持相同精度的同时,推理速度提高了40.46%,参数量减少了78.75%,且计算量减半,展示了优异性能与实用性。 展开更多
关键词 时序预测 轻量级 奇异值分解 线性注意力机制
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基于GC-O-MS的酸凝、酶凝奶酪挥发性风味比较及氨基酸含量分析
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作者 徐颖 王欢 +1 位作者 荣良燕 李儒仁 《中国乳品工业》 北大核心 2026年第2期36-43,共8页
为探讨中西方奶酪风味差异,文章采用感官评价结合气相色谱-嗅闻-质谱(Gas chromatography-olfactometry-mass spectrometry,GC-O-MS)技术,检测并比较了4种奶酪样品(SNL、CNL、WTB、ZNL)的挥发性风味物质及游离氨基酸含量。结果表明,共... 为探讨中西方奶酪风味差异,文章采用感官评价结合气相色谱-嗅闻-质谱(Gas chromatography-olfactometry-mass spectrometry,GC-O-MS)技术,检测并比较了4种奶酪样品(SNL、CNL、WTB、ZNL)的挥发性风味物质及游离氨基酸含量。结果表明,共检测到47种挥发性化合物,其中SNL和CNL分别含有24种和25种,WTB和ZNL分别含有16种和11种。SNL氨基酸含量最高,其次为CNL、WTB和ZNL。分析表明,ZNL具有显著的奶香、果香和烤面包香气,且酸属性得分较低,使其在整体香气平衡与协调上表现优异,喜好度评分最高。文章通过系统分析不同奶酪的挥发性化合物及氨基酸成分,为中西方奶酪的风味特征提供了数据支持,也为未来的产品开发和市场定位提供参考。 展开更多
关键词 奶酪 感官评价 气相色谱-嗅闻-质谱技术 挥发性风味物质
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利拉鲁肽通过上调叉头框转录因子O3改善肾小管间质损伤机制的研究
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作者 康惠敏 方昕 《中国糖尿病杂志》 北大核心 2026年第1期52-57,共6页
目的探讨利拉鲁肽(Lir)通过上调叉头框转录因子O3(FoxO3)改善肾小管间质损伤的机制。方法将24只C57BL/6小鼠分为正常对照(NC)、DM及Lir干预(Lir)组,每组8只。Masson及过碘酸希夫染色检测肾小管间质纤维化及肾小管损伤情况,免疫组织化学... 目的探讨利拉鲁肽(Lir)通过上调叉头框转录因子O3(FoxO3)改善肾小管间质损伤的机制。方法将24只C57BL/6小鼠分为正常对照(NC)、DM及Lir干预(Lir)组,每组8只。Masson及过碘酸希夫染色检测肾小管间质纤维化及肾小管损伤情况,免疫组织化学染色和Western blot检测肾脏中肾小管上皮细胞凋亡及FoxO3蛋白表达,试剂盒检测血肌酐(Scr)、BUN、胱抑素C(CysC)和中性粒细胞明胶酶相关脂质运载蛋白(NGAL)水平。结果DM组Scr、BUN、CysC、NGAL、蓝色胶原纤维面积百分比、肾小管损伤指数、活化的胱天蛋白酶3蛋白表达高于NC、Lir组(P<0.05),FoxO3阳性面积百分比低于NC、Lir组(P<0.05)。结论Lir可有效改善DM肾损伤,其潜在机制可能是通过上调FoxO3表达,减少肾小管上皮细胞凋亡,改善肾小管损伤,进而改善肾小管间质纤维化进展。 展开更多
关键词 胰高血糖素样肽-1受体激动剂 利拉鲁肽 叉头框转录因子o3 肾小管间质损伤
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利用废弃电蚊香片制备Fe_(x)O_(y)/C复合微波吸收材料
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作者 力国民 李泽宇 +1 位作者 高洁 梁丽萍 《聊城大学学报(自然科学版)》 2026年第2期263-273,共11页
生物质碳因其环境友好、成本低廉和导电性良好等优点,成为研究热点。以废弃电蚊香片为主要原料,通过高温焙烧和引入磁性组分(Fe_(x)O_(y)),制备了Fe_(x)O_(y)/C复合吸波材料。研究发现,负载Fe_(x)O_(y)后,Fe_(x)O_(y)/C复合材料的吸波... 生物质碳因其环境友好、成本低廉和导电性良好等优点,成为研究热点。以废弃电蚊香片为主要原料,通过高温焙烧和引入磁性组分(Fe_(x)O_(y)),制备了Fe_(x)O_(y)/C复合吸波材料。研究发现,负载Fe_(x)O_(y)后,Fe_(x)O_(y)/C复合材料的吸波性能显著提升。其中,FVM-0.6-600在1.5 mm涂层厚度下的最小反射损耗(RLmin)值达到-19.2 dB,有效吸收带宽(EAB)为5.3 GHz;FVM-0.6-800在2 mm涂层厚度下的RLmin值为-25.6 dB,EAB为4.5 GHz。该研究实现了废弃电蚊香片的高值化和资源化利用,具有广阔的应用前景。 展开更多
关键词 废弃电蚊香片 Fe3o4/Fe/C复合材料 微波吸收
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血清FOXO1和PPAR-γ水平在下肢深静脉血栓诊断中的应用价值
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作者 王征 张丽沙 +3 位作者 贾晓敏 郑丽环 焦清海 郭志坤 《蚌埠医科大学学报》 2026年第1期67-70,共4页
目的:探讨血清叉头转录因子O1(FOXO1)和过氧化物酶体增殖物激活受体-γ(PPAR-γ)水平在下肢深静脉血栓(DVT)诊断中的应用价值。方法:选取下肢障碍病人132例,按照数字减影血管造影(DSA)诊断结果,将病人分为DVT组87例和非DVT组45例,另选... 目的:探讨血清叉头转录因子O1(FOXO1)和过氧化物酶体增殖物激活受体-γ(PPAR-γ)水平在下肢深静脉血栓(DVT)诊断中的应用价值。方法:选取下肢障碍病人132例,按照数字减影血管造影(DSA)诊断结果,将病人分为DVT组87例和非DVT组45例,另选取同期体检健康者132名作为对照组。分析DVT发生的影响因素及DVT病人血清FOXO1和PPAR-γ表达水平的相关性,并采用ROC曲线分析血清FOXO1和PPAR-γ水平对DVT的诊断价值。结果:3组凝血酶原时间、活化部分凝血酶原时间、血小板计数和FOXO1、PPAR-γ表达水平间差异均有统计学意义(P<0.01)。DVT病人血清FOXO1和PPAR-γ表达水平呈负相关关系(P<0.05)。高血压史、凝血酶原时间<8 s、活化部分凝血酶原时间<27 s、血小板计数≥300×10^(9)/L和高FOXO1均为DVT的独立危险因素,而PPAR-γ为其保护因素(P<0.05~P<0.01)。血清FOXO1、PPAR-γ以及二者联合检测诊断DVT的AUC分别为0.745、0.657、0.831,二者联合检测优于单独检测(P<0.01)。结论:血清FOXO1、PPAR-γ表达水平与DVT发生密切相关,二者联合检测对DVT具有较好诊断价值,可用于辅助诊断DVT。 展开更多
关键词 下肢深静脉血栓 叉头转录因子o1 过氧化物酶体增殖物激活受体-Γ
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犬猫尿源性大肠埃希菌的耐药性及O抗原多价血清型分析
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作者 陈琳 张俊丰 +2 位作者 区卓麟 于淼淼 杨雨秋 《上海畜牧兽医通讯》 2026年第1期99-103,共5页
为分析犬猫尿源性大肠埃希菌的耐药特征及O抗原多价血清型,无菌采集犬猫尿液样品,分离、纯化并鉴定大肠埃希菌,用纸片扩散法检测分离菌对四环素、庆大霉素、复方新诺明、头孢曲松、恩诺沙星、阿莫西林-克拉维酸、阿莫西林、多西环素8种... 为分析犬猫尿源性大肠埃希菌的耐药特征及O抗原多价血清型,无菌采集犬猫尿液样品,分离、纯化并鉴定大肠埃希菌,用纸片扩散法检测分离菌对四环素、庆大霉素、复方新诺明、头孢曲松、恩诺沙星、阿莫西林-克拉维酸、阿莫西林、多西环素8种药物的敏感性,并通过玻片凝集法检测其与21种O抗原多价诊断血清的凝集反应。结果显示:共分离鉴定到48株大肠埃希菌,其中32株为多重耐药菌;分离菌株对阿莫西林的耐药率(77.08%)最高,对头孢曲松、阿莫西林-克拉维酸及庆大霉素的耐药率相对较低;36株大肠埃希菌可与1~5种多价血清发生凝集反应,其余12株未与任何受试血清发生凝集反应。研究表明,48株犬猫尿源性大肠埃希菌对常用抗菌药物的耐药性强,表现出多重耐药性,且血清型多样,研究结果可为临床合理用药及进一步开展流行病学研究提供参考。 展开更多
关键词 尿源性大肠埃希菌 耐药性 抗菌药物敏感性测试 o抗原 多价血清
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重构YOLOv11的无人机小目标检测算法
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作者 孟昱煜 孔垂乐 +1 位作者 火久元 武泽宇 《浙江大学学报(工学版)》 北大核心 2026年第2期303-312,331,共11页
无人机视角下目标偏小、背景复杂、场景包含多尺度信息,现有算法在小目标检测中特征提取不充分、检测效果不佳,为此提出面向多尺度复杂场景、无人机视角下基于重构YOLOv11的小目标检测算法DLSRF-Net.提出自适应深度可分离感受野注意力... 无人机视角下目标偏小、背景复杂、场景包含多尺度信息,现有算法在小目标检测中特征提取不充分、检测效果不佳,为此提出面向多尺度复杂场景、无人机视角下基于重构YOLOv11的小目标检测算法DLSRF-Net.提出自适应深度可分离感受野注意力卷积模块(DSRFAConv),提升模型对小目标感受野特征的提取能力并降低模型负载;设计多分支轻量化多尺度线性注意力机制,提升模型对小目标的关注度;设计RSCDI模块作为模型的上采样层和全连接层,解决特征信息丢失问题并抑制无用信息,提升模型的检测精度.按照参数量和计算量将模型尺寸分为2类,并在VisDrone2021数据集上进行实验验证,结果表明,所提算法在2类模型尺寸下均取得了最优性能.在DOTA和SSDD数据集上验证了所提算法的泛化能力. 展开更多
关键词 小目标检测 复杂场景 YoLov11 多尺度线性注意力 RSCDI
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