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Multilevel encapsulation-engineered ultra-stable flexible scintillator films for high-resolution X-ray imaging
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作者 Mengke Bai Rui Zhang +13 位作者 Jiahuan Guo Fei Zhang Yurun Liang Mengke Li Yingyu Zhou Xue Yan Yubo Wang Liyuan Wu Yuhang Hou Gaoyu Chen Yatao Zou Wenqing Liang Gaofeng Zhao Weidong Xu 《Science China Materials》 2026年第3期1440-1447,共8页
Lead halide perovskites have emerged as promising scintillators for X-ray imaging owing to their high Xray absorption efficiency,excellent luminescence properties,and facile synthesis.However,their intrinsic ionic nat... Lead halide perovskites have emerged as promising scintillators for X-ray imaging owing to their high Xray absorption efficiency,excellent luminescence properties,and facile synthesis.However,their intrinsic ionic nature poses a fundamental challenge in simultaneously achieving high photoluminescence efficiency and environmental robustness.Here,we introduce a multilevel encapsulation strategy by sequentially coating CsPbBr_(3)quantum dots(QDs)with Cs_(4)PbBr_(6),SiO_(2),and polydimethylsiloxane(PDMS),thereby synergistically enhancing both optical performance and stability.Cs_(4)PbBr_(6)effectively passivates surface defects of CsPbBr_(3)QDs,while the SiO_(2)and PDMS layers serve as protective barriers against moisture,heat,and radiation.The resulting CsPbBr_(3)@Cs_(4)PbBr_(6)/SiO_(2)/PDMS flexible films exhibit a high photoluminescence quantum yield of 85%,outstanding mechanical flexibility,and remarkable durability under stretching,bending,and compressing.Moreover,the films retain excellent emission stability under elevated temperatures,prolonged X-ray irradiation,and extended water immersion.X-ray imaging evaluations further demonstrate a spatial resolution of 12 lp/mm,enabling distortion-free imaging of curved objects,while their superior water resistance allows for long-term underwater X-ray imaging.This work highlights the critical role of hierarchical encapsulation in balancing luminescence efficiency and environmental stability,offering a viable pathway toward practical high-performance flexible perovskite scintillators. 展开更多
关键词 multilevel encapsulation CsPbBr_(3)quantum dots flexible scintillator environmental robustness X-ray imaging
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Robust Sensor—Less PR Controller Design for 15-PUC Multilevel Inverter Topology with Low Voltage Stress for Renewable Energy Applications
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作者 K.Naga Venkata Siva Damodhar Reddy +3 位作者 P.Krishna Murthy Kiran Kumar Pulamolu M.Dharani T.Venkatakrishnamoorthy 《Energy Engineering》 2026年第1期221-242,共22页
Conventional multilevel inverters often suffer from high harmonic distortion and increased design complexity due to the need for numerous power semiconductor components,particularly at elevated voltage levels.Addressi... Conventional multilevel inverters often suffer from high harmonic distortion and increased design complexity due to the need for numerous power semiconductor components,particularly at elevated voltage levels.Addressing these shortcomings,thiswork presents a robust 15-level PackedUCell(PUC)inverter topology designed for renewable energy and grid-connected applications.The proposed systemintegrates a sensor less proportional-resonant(PR)controller with an advanced carrier-based pulse width modulation scheme.This approach efficiently balances capacitor voltage,minimizes steady-state error,and strongly suppresses both zero and third-order harmonics resulting in reduced total harmonic distortion and enhanced voltage regulation.Additionally,a novel switching algorithm simplifies the design and implementation,further lowering voltage stress across switches.Extensive simulation results validate the performance under various resistive and resistive-inductive load conditions,demonstrating compliance with IEEE-519 THD standards and robust operation under dynamic changes.The proposed sensorless PR-controlled 15-PUC inverter thus offers a compelling,cost-effective solution for efficient power conversion in next-generation renewable energy systems. 展开更多
关键词 PUC packed U cell MLI multilevel inverter SLC sensorless controller PR proportional resonant controller PD phase disposition THD total harmonic distortion
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Multilevel analysis of the central-peripheral-target organ pathway:contributing to recovery after peripheral nerve injury 被引量:1
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作者 Xizi Song Ruixin Li +6 位作者 Xiaolei Chu Qi Li Ruihua Li Qingwen Li Kai-Yu Tong Xiaosong Gu Dong Ming 《Neural Regeneration Research》 SCIE CAS 2025年第10期2807-2822,共16页
Peripheral nerve injury is a common neurological condition that often leads to severe functional limitations and disabilities.Research on the pathogenesis of peripheral nerve injury has focused on pathological changes... Peripheral nerve injury is a common neurological condition that often leads to severe functional limitations and disabilities.Research on the pathogenesis of peripheral nerve injury has focused on pathological changes at individual injury sites,neglecting multilevel pathological analysis of the overall nervous system and target organs.This has led to restrictions on current therapeutic approaches.In this paper,we first summarize the potential mechanisms of peripheral nerve injury from a holistic perspective,covering the central nervous system,peripheral nervous system,and target organs.After peripheral nerve injury,the cortical plasticity of the brain is altered due to damage to and regeneration of peripheral nerves;changes such as neuronal apoptosis and axonal demyelination occur in the spinal cord.The nerve will undergo axonal regeneration,activation of Schwann cells,inflammatory response,and vascular system regeneration at the injury site.Corresponding damage to target organs can occur,including skeletal muscle atrophy and sensory receptor disruption.We then provide a brief review of the research advances in therapeutic approaches to peripheral nerve injury.The main current treatments are conducted passively and include physical factor rehabilitation,pharmacological treatments,cell-based therapies,and physical exercise.However,most treatments only partially address the problem and cannot complete the systematic recovery of the entire central nervous system-peripheral nervous system-target organ pathway.Therefore,we should further explore multilevel treatment options that produce effective,long-lasting results,perhaps requiring a combination of passive(traditional)and active(novel)treatment methods to stimulate rehabilitation at the central-peripheral-target organ levels to achieve better functional recovery. 展开更多
关键词 central nervous system central peripheral target organ multilevel pathological analysis nerve regeneration peripheral nerve injury peripheral nervous system target organs therapeutic approach
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Determinants in adopting cashless payments in Europe:a multilevel analysis
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作者 Jose Domingo Garcia‑Merino Leire San‑Jose Nerea San‑Martin 《Financial Innovation》 2025年第1期2148-2167,共20页
The use of electronic currency for transactions,denoting a cashless paradigm,has become increasingly common.However,this financial innovation is not prevalent in all countries.This study aims to explain the discrepanc... The use of electronic currency for transactions,denoting a cashless paradigm,has become increasingly common.However,this financial innovation is not prevalent in all countries.This study aims to explain the discrepancies across countries,including individual and country factors.It may be superficially posited that this lag in development stems from individual or microlevel usage challenges.However,the application of the Technology Acceptance Model highlights the presence of overarching characteristics conducive to extensive adoption.Thus,an additional stratum,the multilevel perspective,needs to be examined.This analytical framework incorporates not only individual attributes but also the sociotechnical framework or mesolevel factors in which they operate.A multilevel econometric model is used.The results of these analyses show that the impact on the adoption of cashless payments extends beyond individual factors(attitude to technology use,perceived usefulness,and perceived ease of use).Our primary contribution,conceptually and empirically,is to broaden the analysis vision.A comprehensive multilevel analysis revealed that broader contextual elements,such as infrastructure and national skills,exert a significant influence on the adoption of cashless transactions.Consequently,the widespread acceptance of cashless payment methods is not only contingent on individual choices but is also a collective phenomenon in which the surrounding environment plays a crucial role as a catalyst for the end users in the cashless economy. 展开更多
关键词 Cashless payment multilevel perspective Technology acceptance model Microlevel Mesolevel
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Multilevel structured CuCoP with synergistic catalytic active site designed for hydrogen evolution coupled gluconic acid synthesis
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作者 Xiang-Dong Ma Rui Liu +2 位作者 Shan Yue Hai-Jiao Xie Xiao-Hong Xia 《Rare Metals》 2025年第5期3141-3155,共15页
Hydrogen production coupled with small molecule oxidation derived by renewable energy power has been widely studied as an effective method to reduce energy consumption and prepare added value production.Here,the coppe... Hydrogen production coupled with small molecule oxidation derived by renewable energy power has been widely studied as an effective method to reduce energy consumption and prepare added value production.Here,the copper-cobalt phosphide with a multilevel structure has been designed based on the hard and soft acids and bases theory.The nanocone composed of lamellas presented a sharp tip,which a positive effect on the mass transfer enhanced by a local electric field,and the nanolamellas contain CoP/Cu_(3)P interface provide the highly selective active site for the gluconic acid(GNA)synthesis and hydrogen evolution.The catalyst can drive hydrogen evolution at 5 A·cm^(-2)up to 437 h without active decay,and the electrocatalytic glucose oxidation at anode presents high efficiency due to Cu(I)introduction and the synergetic effect between interfaces.Density functional theory(DFT)calculation shows that water splitting more readily occurs at the CoP,which provides adsorbed H and-OH for hydrogen evolution and glucose oxidation,respectively,and glucose adsorption more readily occurs at the Cu_(3)P,which presents lower conversion energy for high value-added GNA.Efficient hydrogen evolution and glucose conversion indicate its high intrinsic activity and synergetic effect.This work provides a special interface construction strategy for the catalytic conversion of hydrogen and small molecules. 展开更多
关键词 ELECTROCATALYSIS Glucose oxidation Hydrogen evolution multilevel structure Synergetic effect
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Nonlinear multilevel seemingly unrelated height-diameter and crown length mixed-effects models for the southern Transylvanian forests,Romania
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作者 Albert Ciceu Stefan Leca +1 位作者 Ovidiu Badea Lauri Mehtatalo 《Forest Ecosystems》 2025年第4期630-641,共12页
In this study,we used an extensive sampling network established in central Romania to develop tree height and crown length models.Our analysis included more than 18,000 tree measurements from five different species.In... In this study,we used an extensive sampling network established in central Romania to develop tree height and crown length models.Our analysis included more than 18,000 tree measurements from five different species.Instead of building univariate models for each response variable,we employed a multivariate approach using seemingly unrelated mixed-effects models.These models incorporated variables related to species mixture,tree and stand size,competition,and stand structure.With the inclusion of additional variables in the multivariate seemingly unrelated mixed-effects models,the accuracy of the height prediction models improved by over 10% for all species,whereas the improvement in the crown length models was considerably smaller.Our findings indicate that trees in mixed stands tend to have shorter heights but longer crowns than those in pure stands.We also observed that trees in homogeneous stand structures have shorter crown lengths than those in heterogeneous stands.By employing a multivariate mixed-effects modelling framework,we were able to perform cross-model random-effect predictions,leading to a significant increase in accuracy when both responses were used to calibrate the model.In contrast,the improvement in accuracy was marginal when only height was used for calibration.We demonstrate how multivariate mixed-effects models can be effectively used to develop multi-response allometric models that can be easily calibrated with a limited number of observations while simultaneously achieving better-aligned projections. 展开更多
关键词 Multivariate model Cross-model calibration Crown allometry multilevel model Mixed stands Heterogeneous stand structure
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Chemical Fermentation PoreCreation on Multilevel Bio‑Carbon Structure with In Situ Ni-Fe Alloy Loading for Superior Oxygen Evolution Reaction Electrocatalysis
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作者 Qiaoling Kang Mengfei Su +3 位作者 Yana Luo Ting Wang Feng Gao Qingyi Lu 《Nano-Micro Letters》 2025年第11期191-206,共16页
In the quest for high-efficiency and cost-effective catalysts for the oxygen evolution reaction(OER),a novel biomass-driven strategy is developed to fabricate a unique one-dimensional rod-arrays@two-dimensional interl... In the quest for high-efficiency and cost-effective catalysts for the oxygen evolution reaction(OER),a novel biomass-driven strategy is developed to fabricate a unique one-dimensional rod-arrays@two-dimensional interlaced-sheets(C_(1D@2D))network.A groundbreaking chemical fermentation(CF)pore-generation mechanism,proposed for the first time for creating nanopores within carbon structures,is based on the optimal balance between gasification and solidification.This mechanism not only results in a distinctive C_(1D@2D) multilevel network with nanoscale,intersecting and freely flowing channels but also introduces a novel concept for in situ,extensive and hierarchical pore formation.The unique architecture,combined with the homogeneous dispersion of Ni-Fe nanoparticles,facilitates easy electrolyte penetration and provides abundant active sites for the anchoring and dispersion of reactive molecules or ions.Consequently,the Ni-Fe@C_(1D@2D) porous network demonstrates an exceptional OER electrocatalytic performance,achieving a record-low overpotential of 165 mV at 10 mA cm^(−2)and maintaining long-term stability for over 90 h.Theoretical calculations reveal that the porous structure markedly strengthens the interaction between alloy nanoparticles and the carbon matrix,thereby significantly boosting their electrocatalytic activity and stability.These findings unequivocally validate the CF pore-generation mechanism as a powerful and innovative strategy for designing highly efficient functional nanostructures. 展开更多
关键词 Ni-Fe alloys multilevel porous network Chemical fermentation pore creation Ultra-low overpotential Oxygen evolution reaction electrocatalysts
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基于多级卷积与形状增强的蒙皮缺陷检测方法
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作者 王珏 卢震宇 +2 位作者 张晓巍 孙玉文 朱丽 《航空制造技术》 北大核心 2026年第6期22-29,共8页
飞机蒙皮作为飞机关键结构部件,表面缺陷直接影响飞机整体结构性能和隐身性能。本文提出一种基于RT-DETR模型的深度学习检测网络,以提升飞机蒙皮缺陷检测的准确性与鲁棒性。针对缺陷多尺度、形态多变,以及分布复杂的问题,设计多项创新... 飞机蒙皮作为飞机关键结构部件,表面缺陷直接影响飞机整体结构性能和隐身性能。本文提出一种基于RT-DETR模型的深度学习检测网络,以提升飞机蒙皮缺陷检测的准确性与鲁棒性。针对缺陷多尺度、形态多变,以及分布复杂的问题,设计多项创新技术予以优化。特征提取阶段引入多级卷积块(Multilevel convolution blocks,MCB),通过多层次卷积操作强化不同尺度特征的判别性,有效捕捉各层次细节信息;特征融合阶段采用多尺度特征增强(Multiscale feature enhancement,MSFE)模块,通过多尺寸深度卷积核构建上下文信息,提升网络对多尺度缺陷特征的鲁棒性与适应性;回归阶段引入形状感知(Shape-IoU)优化模块,通过优化边界框与缺陷轮廓的匹配度,显著提升检测结果的精确度。试验结果显示,所提出的检测网络在Aircraft数据集上的mAP@0.5达94.8%,较原RTDETR模型提升12.7%;在NEU-DET测试集上的mAP@0.5为92.5%。上述结果验证了该模型在提升飞机蒙皮缺陷检测精度与泛化能力方面的有效性。 展开更多
关键词 蒙皮缺陷检测 多级卷积块 多尺度特征增强 目标检测 损失函数
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考虑参数失配下MMC对数滑模观测技术研究
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作者 郝为瀚 彭冠炎 +2 位作者 陈永稳 詹宇泓 李天皓 《电子测量技术》 北大核心 2026年第1期110-120,共11页
基于模块化多电平变流器(MMC)的柔性直流输电系统通常采用传统滑模观测技术观测状态变量,在运行工况突变下导致系统状态重构精度与暂态响应速度显著下降。提出一种离散时间对数滑模观测(DTLSMO)技术,构造观测误差范数及期望幅值的动态... 基于模块化多电平变流器(MMC)的柔性直流输电系统通常采用传统滑模观测技术观测状态变量,在运行工况突变下导致系统状态重构精度与暂态响应速度显著下降。提出一种离散时间对数滑模观测(DTLSMO)技术,构造观测误差范数及期望幅值的动态边界层函数,实现观测器增益的自适应非线性映射,规避依赖经验试错的参数整定过程。建立参数失配下MMC离散化模型并分析其能观测性,设计基于有源阻尼特性的对数滑模趋近律并注入桥臂动态方程,利用二倍频环流注入算法以实现电容电压均衡控制与环流抑制的协同优化,证明了所提观测器的渐进稳定性与广义收敛性。在MATLAB/Simulink平台仿真分析直流电压9.6 kV MMC系统并搭建硬件样机实验验证,引入ITAE等评价指标对比分析DTLSMO与传统时间离散滑模观测器(DTSMO)、自适应观测器(AO)的动态性能差异,证明所提观测器在桥臂电感失配20%时观测精确度分别提升0.935%和2.535%,在电容值不确定和直流电压突变下仍可展现其快速响应能力,鲁棒性良好。 展开更多
关键词 模块化多电平变流器 参数失配 有源阻尼 渐进稳定 广义收敛
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柔直孤岛供电系统并网侧和应涌流诱发孤岛侧电压扰动机理及抗扰控制方法
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作者 雷鸣 胡家睿 +1 位作者 王一振 何晋伟 《天津大学学报(自然科学与工程技术版)》 北大核心 2026年第2期135-145,共11页
针对精密制造工业园区、数据中心等大容量敏感性负荷,采用中压柔直配电技术可提供高品质供电服务.在柔直孤岛供电系统中,并网侧换流变压器发生和应涌流后诱发暂态扰动,可能引起孤岛侧换流变压器饱和以及母线电压畸变,对敏感性负荷高品... 针对精密制造工业园区、数据中心等大容量敏感性负荷,采用中压柔直配电技术可提供高品质供电服务.在柔直孤岛供电系统中,并网侧换流变压器发生和应涌流后诱发暂态扰动,可能引起孤岛侧换流变压器饱和以及母线电压畸变,对敏感性负荷高品质供电造成严重影响.针对以上问题,首先对并网侧换流变压器和应涌流引起换流器直流侧电压电流扰动的机理进行了深入分析,推导了和应涌流直流分量与换流器直流侧基频扰动的关系;随后探讨了直流侧扰动对孤岛侧换流器产生的影响,并阐述了孤岛侧换流变压器饱和以及母线电压畸变的原因.在此基础上,提出了一种孤岛侧母线电压抗扰控制方法.该方法在孤岛侧换流器电压外环和电流内环中增加基频谐振控制器,以抑制孤岛侧换流器交流输出电压中的直流分量,从而防止孤岛侧换流变饱和以及母线电压谐波畸变.所提出的抗扰控制方法无需额外增加硬件设备,具有易于实现、经济性好的优点.最后,利用MATLAB/Simulink仿真软件搭建35 kV/20 MV·A双端柔直孤岛供电系统,对理论分析的正确性和所提抗扰控制方法的有效性进行了验证,仿真结果与理论分析结果的吻合度较好.两种工况下的仿真对比结果表明,采用所提抗扰控制方法可有效抑制孤岛侧换流变压器发生饱和,母线电压总谐波畸变率可降至1%以下. 展开更多
关键词 柔性直流配电 孤岛供电 模块化多电平换流器 和应涌流 抗扰控制
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一种改进型Canny的焊缝缺陷快速检测方法
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作者 穆向阳 王宣 《激光杂志》 北大核心 2026年第2期70-76,共7页
针对Canny算法在焊缝缺陷检测中出现边缘信息丢失、检测精度不足以及实时性偏低等问题,提出一种基于FPGA的改进型Canny焊缝缺陷检测方法。首先,该方法将自适应中值滤波和双边滤波技术结合起来,有效抑制噪声的同时最大限度地将焊缝边缘... 针对Canny算法在焊缝缺陷检测中出现边缘信息丢失、检测精度不足以及实时性偏低等问题,提出一种基于FPGA的改进型Canny焊缝缺陷检测方法。首先,该方法将自适应中值滤波和双边滤波技术结合起来,有效抑制噪声的同时最大限度地将焊缝边缘细节保留下来;其次,为了提升边缘提取的完整性,利用高斯加权的Sobel算子计算图像梯度;最后,通过引入基于梯度的自适应多级阈值选择策略,有效连接焊缝边缘的同时提升检测的自适应性。本研究采用FPGA的高速并行处理技术与分层流水线架构,开发了一种在硬件加速平台下的实时边缘检测系统。实验结果表明,该方法在焊缝区域内的边缘连通性较“自适应中值滤波+Canny算法”提升了24%,边缘强度提升了22.7%,并在100 MHz时钟频率下处理一张640×480的图片仅耗时4.1005 ms。本算法在检测精度及实时性方面更具优势,满足复杂环境下对焊缝缺陷检测的相关需求。 展开更多
关键词 CANNY算子 FPGA 自适应中值-双边滤波 自适应多级阈值 并行架构
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基于机器学习的“能力+思政+就业”导向人工智能专业生产实习成绩评价
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作者 彭寒梅 张正鹏 苏永新 《计算机教育》 2026年第3期289-295,共7页
针对目前生产实习成绩评价方法的不足,分析以“能力+思政+就业”为导向的人工智能专业生产实习成绩评价的特点,提出构建涵盖项目考核、实习报告与实习答辩、过程表现、思政修养、就业意向5个环节的多层次成绩评价指标体系并给出基于机... 针对目前生产实习成绩评价方法的不足,分析以“能力+思政+就业”为导向的人工智能专业生产实习成绩评价的特点,提出构建涵盖项目考核、实习报告与实习答辩、过程表现、思政修养、就业意向5个环节的多层次成绩评价指标体系并给出基于机器学习的生产实习成绩评价方法,介绍由模型驱动结果离线训练机器学习算法、训练好的机器学习模型在线评价得到成绩的过程,通过该方法的生产实习成绩评价结果及分析,说明其效果。 展开更多
关键词 人工智能专业 生产实习 成绩评价 机器学习 多层次
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基于SPSM-MPC的海上风电系统陆上换流站优化控制策略
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作者 李慧 钱磊 +1 位作者 范新桥 魏玲 《电力系统保护与控制》 北大核心 2026年第2期48-57,共10页
海上风电并网系统中基于模块化多电平换流器的陆上换流站,在风电出力突变、设备投切及电网电压跌落等工况下易引发扰动。针对此问题,提出一种融合斜率无源滑模与模型预测控制(slop passivity-based sliding mode-model predictive contr... 海上风电并网系统中基于模块化多电平换流器的陆上换流站,在风电出力突变、设备投切及电网电压跌落等工况下易引发扰动。针对此问题,提出一种融合斜率无源滑模与模型预测控制(slop passivity-based sliding mode-model predictive control,SPSM-MPC)的优化策略。该策略以电流内环控制为核心,采用无源滑模(passivity-based sliding mode,PSM)控制搭建基础框架,通过引入斜率调节机制构建斜率无源滑模(slop passivity-based sliding mode,SPSM)控制策略。并将模型预测控制(model predictive control,MPC)有机嵌入调制算法体系。利用仿真模型对比传统PI、PSM与SPSM-MPC这3种策略在系统正常运行及3种典型扰动工况下的动态性能。结果表明:SPSM-MPC策略可将系统稳态运行输出电流THD降至4.45%,风电出力突变响应时间缩短至2 ms,电网电压跌落工况下有功稳定时间缩短至0.15 s。SPSM-MPC策略通过斜率机制与预测控制的协同作用,有效提升了系统在动态扰动下的鲁棒性,为海上风电并网系统的稳定运行提供了新的控制方案。 展开更多
关键词 风电并网 模块化多电平换流器 无源滑模控制 模型预测控制 最近电平逼近调制
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基于QPR和RC协同控制的MMC整流器环流抑制策略研究
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作者 邓亚平 亷官根 +2 位作者 王小凤 刘彦男 贾颢 《电力电子技术》 2026年第2期38-45,共8页
针对模块化多电平变换器(MMC)整流器中存在的环流问题,本文提出了一种基于准比例谐振(QPR)和重复控制(RC)协同的环流抑制策略。建立了等效电路模型和系统数学模型,分析了MMC整流器二倍频谐波分量及其他偶次倍频谐波分量环流的产生原因,... 针对模块化多电平变换器(MMC)整流器中存在的环流问题,本文提出了一种基于准比例谐振(QPR)和重复控制(RC)协同的环流抑制策略。建立了等效电路模型和系统数学模型,分析了MMC整流器二倍频谐波分量及其他偶次倍频谐波分量环流的产生原因,通过QPR控制抑制环流中的二倍频分量,并融合RC来抑制全部偶数倍频的分量。实验结果表明:本文所提出的QPR和RC协同控制策略能够有效抑制MMC整流器中的环流,并在保障系统快速响应的同时提高了稳态精度。 展开更多
关键词 模块化多电平变换器 整流器 环流抑制 准比例谐振控制
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基于Multilevel CodingTree模型的公路数字化档案标识编码研究 被引量:8
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作者 罗竟 唐修益 +4 位作者 黄汝维 陈宁江 闫承鑫 刘晓东 高爱乐 《档案与建设》 北大核心 2015年第8期13-19,31,共8页
针对高速公路信息化建设中的编码问题,文章提出了基于Multilevel Coding Tree模型的"项目代号+属性+类别+流水号"四段位编码方案。根据该编码的结构,采用概率分析、实验测试和命题证明等手段,验证了编码的唯一性。该编码方案... 针对高速公路信息化建设中的编码问题,文章提出了基于Multilevel Coding Tree模型的"项目代号+属性+类别+流水号"四段位编码方案。根据该编码的结构,采用概率分析、实验测试和命题证明等手段,验证了编码的唯一性。该编码方案为公路信息化建设中各类文件提供了唯一的编码,达到一页(件)一码,是一种行之有效的编码方案。 展开更多
关键词 高速公路 工程档案 标识编码 multilevel CodingTree
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基于MRI影像的移动性脊髓线评估体系对后路单开门手术治疗多节段脊髓型颈椎病的临床决策作用
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作者 吴波 吴春帅 崔志明 《中国临床研究》 2026年第2期288-292,共5页
目的探讨基于MRI的移动性脊髓线(mSC-line)评估体系对多节段脊髓型颈椎病(MCSM)后路单开门手术的临床决策价值。方法采用回顾性队列研究设计,纳入2022年1月至2024年6月东南大学附属南通市第一人民医院收治的MCSM患者138例,通过个体化设... 目的探讨基于MRI的移动性脊髓线(mSC-line)评估体系对多节段脊髓型颈椎病(MCSM)后路单开门手术的临床决策价值。方法采用回顾性队列研究设计,纳入2022年1月至2024年6月东南大学附属南通市第一人民医院收治的MCSM患者138例,通过个体化设计开门节段使所有病例MRI上均达到mSC-line阳性标准。比较总体及不同亚组(K-line阳性与K-line阴性、Ⅰ型与Ⅱ/Ⅲ型)患者手术前后影像学指标[Cobb角、颈椎曲度指数(CCI)、移动性脊髓线-侵入距离(mSC-INT)]和临床预后指标[日本骨科协会(JOA)评分和颈椎功能障碍指数(NDI)评分]。结果所有患者JOA评分由术前的10.77±3.91改善至14.25±2.08(P<0.01),NDI评分由21.69±7.04降至6.21±2.66(P<0.01)。脊髓压迫参数mSC-INT均显著变大。K-line阴性组(n=73)与K-line阳性组(n=65)术后JOA评分差异无统计学意义[(14.38±2.12)vs(14.10±2.04),P>0.05]。Ⅰ型组(n=50)与Ⅱ/Ⅲ型组(n=88)术后JOA评分分别为(14.12±2.21)和(14.32±2.00),差异无统计学意义(P>0.05)。结论基于常规MRI的m SC-line评估体系从诊断工具提升为手术规划依据,突破传统K-line和SC-line分型限制,可为MCSM后路手术提供新的决策依据,推动MCSM外科治疗向精准化、个体化方向发展。 展开更多
关键词 多节段脊髓型颈椎病 磁共振成像 移动性脊髓线 后路单开门手术 颈椎功能障碍指数 手术决策
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Defect image segmentation using multilevel thresholding based on firefly algorithm with opposition-learning 被引量:3
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作者 陈恺 戴敏 +2 位作者 张志胜 陈平 史金飞 《Journal of Southeast University(English Edition)》 EI CAS 2014年第4期434-438,共5页
To segment defects from the quad flat non-lead QFN package surface a multilevel Otsu thresholding method based on the firefly algorithm with opposition-learning is proposed. First the Otsu thresholding algorithm is ex... To segment defects from the quad flat non-lead QFN package surface a multilevel Otsu thresholding method based on the firefly algorithm with opposition-learning is proposed. First the Otsu thresholding algorithm is expanded to a multilevel Otsu thresholding algorithm. Secondly a firefly algorithm with opposition-learning OFA is proposed.In the OFA opposite fireflies are generated to increase the diversity of the fireflies and improve the global search ability. Thirdly the OFA is applied to searching multilevel thresholds for image segmentation. Finally the proposed method is implemented to segment the QFN images with defects and the results are compared with three methods i.e. the exhaustive search method the multilevel Otsu thresholding method based on particle swarm optimization and the multilevel Otsu thresholding method based on the firefly algorithm. Experimental results show that the proposed method can segment QFN surface defects images more efficiently and at a greater speed than that of the other three methods. 展开更多
关键词 quad flat non-lead QFN surface defects opposition-learning firefly algorithm multilevel Otsu thresholding algorithm
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AUTOMATIC MULTILEVEL THRESHOLDING METHOD BASED ON MAXIMUM ENTROPY 被引量:2
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作者 曹力 史忠科 郑家伟 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2005年第4期335-338,共4页
In the multilevel thresholding segmentation of the image, the classification number is always given by the supervisor. To solve this problem, a fast multilevel thresholding algorithm considering both the threshold val... In the multilevel thresholding segmentation of the image, the classification number is always given by the supervisor. To solve this problem, a fast multilevel thresholding algorithm considering both the threshold value and the classification number is proposed based on the maximum entropy, and the self-adaptive criterion of the classification number is given. The algorithm can obtain thresholds and automatically decide the classification number. Experimental results show that the algorithm is effective. 展开更多
关键词 multilevel thresholding maximum entropy classification number nonparametric method
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