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A Current Bleeding CMOS Mixer Featuring <i>LO</i>Amplification Based on Current-Reused Topology
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作者 Wah Ching Lee Kim Fung Tsang +1 位作者 Yi Shen Kwok Tai Chui 《Circuits and Systems》 2013年第1期58-66,共9页
A double balanced Gilbert-cell class-A amplifier bleeding mixer (DBGC CAAB mixer) is proposed and implemented. The injection current is utilized to amplify the local oscillator (LO) signal to improve the performance o... A double balanced Gilbert-cell class-A amplifier bleeding mixer (DBGC CAAB mixer) is proposed and implemented. The injection current is utilized to amplify the local oscillator (LO) signal to improve the performance of the transconductor stage. The DBGC CAAB mixer achieves a conversion gain of 17.5 dB at -14 dBm LO power, and the noise figure is suppressed from 45 dB to 10.7 dB. It is important to stress that the new configuration will not drain additional power in contrast to the former current bleeding mixers. This topology dramatically relieves the requirement of the LO power. The DBGC CAAB mixer is implemented by using 0.18-μm RFCMOS technology and operates at the 2.4 GHz ISM application with 10 MHz intermediate frequency. The power consumption is 12 mA at 1.5 V supply voltage. The DBGC CAAB mixer features the highest FOM figure within a wide range of LO power. 展开更多
关键词 MIXER Gilbert-Cell CURRENT BLEEDING Noise Conversion Gain current-reuse Class-A Amplifier
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Complementary inverter based on ZnO thin-film transistors 被引量:1
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作者 Dunan Hu Genyuan Yu +2 位作者 Ruqi Yang Honglie Lin Jianguo Lu 《Journal of Semiconductors》 2025年第6期106-110,共5页
Complementary inverter is the basic unit for logic circuits,but the inverters based on full oxide thin-film transistors(TFTs)are still very limited.The next challenge is to realize complementary inverters using homoge... Complementary inverter is the basic unit for logic circuits,but the inverters based on full oxide thin-film transistors(TFTs)are still very limited.The next challenge is to realize complementary inverters using homogeneous oxide semiconduc-tors.Herein,we propose the design of complementary inverter based on full ZnO TFTs.Li-N dual-doped ZnO(ZnO:(Li,N))acts as the p-type channel and Al-doped ZnO(ZnO:Al)serves as the n-type channel for fabrication of TFTs,and then the complemen-tary inverter is produced with p-and n-type ZnO TFTs.The homogeneous ZnO-based complementary inverter has typical volt-age transfer characteristics with the voltage gain of 13.34 at the supply voltage of 40 V.This work may open the door for the development of oxide complementary inverters for logic circuits. 展开更多
关键词 complementary inverter thin-film transistor ZNO n-type channel p-type channel
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Analysis of Renewable Energy Absorption and Economic Feasibility in Multi-Energy Complementary Systems under Spot Market Conditions 被引量:1
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作者 Xiuyun Wang Zipeng Zhang +1 位作者 Chuang Liu Guoliang Bian 《Energy Engineering》 2025年第2期577-619,共43页
As the power system transitions to a new green and low-carbon paradigm,the penetration of renewable energy in China’s power system is gradually increasing.However,the variability and uncertainty of renewable energy o... As the power system transitions to a new green and low-carbon paradigm,the penetration of renewable energy in China’s power system is gradually increasing.However,the variability and uncertainty of renewable energy output limit its profitability in the electricity market and hinder its market-based integration.This paper first constructs a wind-solar-thermalmulti-energy complementary system,analyzes its external game relationships,and develops a bi-level market optimization model.Then,it considers the contribution levels of internal participants to establish a comprehensive internal distribution evaluation index system.Finally,simulation studies using the IEEE 30-bus system demonstrate that the multi-energy complementary system stabilizes nodal outputs,enhances the profitability of market participants,and promotes the market-based integration of renewable energy. 展开更多
关键词 Multi-energy complementary systems spot market two-layer optimization new energy consumption
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Skeleton-Silhouette Complementary Perception: Toward Robust Gait Recognition
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作者 Xiaokai Liu Luyuan Hao 《Journal of Clinical and Nursing Research》 2025年第11期372-377,共6页
Gait,the unique pattern of how a person walks,has emerged as one of the most promising biometric features in modern intelligent sensing.Unlike fingerprints or facial characteristics,gait can be captured unobtrusively ... Gait,the unique pattern of how a person walks,has emerged as one of the most promising biometric features in modern intelligent sensing.Unlike fingerprints or facial characteristics,gait can be captured unobtrusively and at a distance,without requiring the subject’s awareness or cooperation.This makes it highly suitable for long-range surveillance,forensic investigation,and smart environments where contactless recognition is crucial.Traditional gait-recognition systems rely either on silhouettes,which capture the outer appearance of a person,or on skeletons,which describe the internal structure of human motion.Each modality provides only a partial understanding of gait.Silhouettes emphasize shape and contour but are easily distorted by clothing or carried objects;skeletons describe motion dynamics and limb coordination but lose discriminative details about body shape.This article presents the concept of Complementary Semantic Embedding(CSE),a unified framework that merges silhouette and skeleton information into a comprehensive semantic representation of human walking.By modeling the complementary nature of appearance and structure,the approach achieves more robust and accurate gait recognition even under challenging conditions. 展开更多
关键词 complementary perception Gait recognition Feature fusion
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Complementary enhancement between noble metal-like Fe_(3)C and Cu^(0)/Cu^(+)sites to fulfil highly selective wide-potential nitrate electroreduction to ammonia
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作者 Yuxuan Zhou Runlin Xia +4 位作者 Ran Hao Shengjing Li Xinyu Chen Yuping Liu Wei Li 《Journal of Energy Chemistry》 2025年第9期713-723,I0019,共12页
Mild electrocatalytic nitrate reduction reaction(NO_(3)RR),driven by renewable electricity,is regarded as a desirable strategy for green ammonia synthesis and simultaneous removal of nitrogen-containing environmental ... Mild electrocatalytic nitrate reduction reaction(NO_(3)RR),driven by renewable electricity,is regarded as a desirable strategy for green ammonia synthesis and simultaneous removal of nitrogen-containing environmental pollutants.In view of different supply voltages from renewable energy sources,developing costeffective and efficient electrocatalysts with a wide operating potential window is very meaningful for practical application.However,currently reported catalysts usually need to introduce noble metals to synergistically achieve wide-potential selective ammonia synthesis from nitrate.In this work,we present for the first time a dual-transition-metal electrocatalyst(Fe_(3)C-CuO_(x)@NC,x=0,1)with wide-potential-adaptability for highly selective nitrate reduction to ammonia.Such Fe_(3)C-CuO_(x)@NC with spatially separated CuO_(x)and noblemetal-like Fe_(3)C nanoparticles encapsulated with nitrogen-doped graphitized carbon,exhibits outstanding performance in NO_(3)RR with desirable NH_(3)Faraday efficiency of more than 90%over a wide potential ranging from-0.2 V vs.RHE to-0.6 V vs.RHE,comparable to the reported noble metal catalysts.Different from common tandem catalysis,the wide-potential high ammonia selectivity of Fe_(3)C-CuO_(x)@NC is domina ntly ascribed to the complementary enhancement between CuO_(x)and Fe_(3)C,fully supported by results of experiments and density function theory calculations.CuO_(x)exhibit highly intrinsic nitrate reduction to nitrite to compensate for the slow potential determination step(^(*)NO_(3)→^(*)NO_(3)H)of Fe_(3)C,while Fe_(3)C,besides behaving like noble metals to supply adequate active hydrogens,has both good adsorption and reduction abilities for nitrite species to ammonia.Moreover,Fe_(3)C partially stabilizes active Cu^(0)/Cu^(+)sites,and the unique carbon-layer enca psulation structure effectively prevents the agglomeration and corrosion of metal nanoparticles during the electrocatalysis,thus maintaining good cyclic stability.The Zn-NO_(3)^(-)battery assembled with Fe_(3)C-CuO_(x)@NC can reach a high power density of 5.2 mW cm^(-2)at a potential of 1.0 V vs.Zn,with an NH_(3)Faraday efficiency of 92.4%at a current of 8.0 mA,proving its potential practical application.This advance provides unique insights into complementary catalysis mechanisms on multiple metal sites in NO_(3)RR,and offers a reference for the design of other transition metal electrocatalysts matching with renewable electricity. 展开更多
关键词 Nitrate reduction reaction Ammonia synthesis Wide potential window complementary enhancement
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Prevalence and patterns of complementary and alternative medicine usage among adults with chronic kidney disease:A systematic review and meta-analysis
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作者 Jia Wen Chin Rafidah Abdullah +2 位作者 Benjamin Wei Wang Tan Koh Wei Wong Ban-Hock Khor 《Journal of Integrative Medicine》 2025年第4期370-381,共12页
Background:The use of complementary and alternative medicine(CAM)is common among individuals with underlying chronic illnesses.Objective:This systematic review and meta-analysis investigated the global prevalence and ... Background:The use of complementary and alternative medicine(CAM)is common among individuals with underlying chronic illnesses.Objective:This systematic review and meta-analysis investigated the global prevalence and patterns of CAM use among individuals with chronic kidney disease(CKD).Search strategy:PubMed,Embase,and Cumulative Index to Nursing and Allied Health Literature Plus were searched from inception until 26th February 2024.Inclusion criteria:Original articles reporting the use of at least one type of CAM among individuals aged above 18 years old and at all stages of CKD or undergoing any form of kidney replacement therapy.Data extraction and analysis:Two independent reviewers performed the literature screening.The data were extracted from the included studies by one reviewer and cross-checked by another.Discrepancies were resolved by discussion and consensus among two reviewers.Primary information included prevalence of CAM use,types of CAM used,reasons for CAM use,factors associated with CAM use,and disclosure to healthcare providers.Meta-analyses were performed to determine the pooled prevalence of CAM use and non-disclosure of CAM using a random effect model.Results:Forty-one studies were included in this systematic review and meta-analysis.The pooled prevalence of CAM use was 43%(95%confidence interval:34%,51%),I2=99.46%.The reasons for CAM use included treatment of underlying comorbidities,complications or symptoms,maintenance of general health,and treatment of CKD.Nutritional approaches were the most common CAM modality,with 412different herbal and dietary supplements reported;psychological and physical approaches included massage therapy,relaxation techniques,and mind–body practices;and other complementary health approaches such as homeopathy,traditional Chinese medicine,and Ayurvedic medicine were also frequently reported.Factors associated with CAM use included sociodemographic characteristics such as older age,female gender,or higher income;disease or therapy factors such as not having diabetes,relying on hemodialysis,or poor adherence to medication;and patient or internal factors such as positive attitude towards CAM and perceived safety of CAM.About 66%(61%,72%)of CAM users did not disclose the use of CAM to their healthcare providers.Conclusion:CAM use is prevalent among individuals with CKD,and healthcare providers should communicate openly and effectively to emphasize the rational use of CAM to avoid potential harm. 展开更多
关键词 complementary and alternative medicine Traditional medicine Chronic kidney disease Systematic review META-ANALYSIS
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The Study of Long-Term Trading Revenue Distribution Models in Wind-Photovoltaic-Thermal Complementary Systems Based on the Improved Shapley Value Method
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作者 Dongfeng Yang Ruirui Zhang +1 位作者 Chuang Liu Guoiang Bian 《Energy Engineering》 2025年第7期2673-2694,共22页
Under the current long-term electricity market mechanism,new energy and thermal power face issues such as deviation assessment and compression of generation space.The profitability of market players is limited.Simulta... Under the current long-term electricity market mechanism,new energy and thermal power face issues such as deviation assessment and compression of generation space.The profitability of market players is limited.Simultaneously,the cooperation model among various energy sources will have a direct impact on the alliance’s revenue and the equity of income distribution within the alliance.Therefore,integrating new energy with thermal power units into an integrated multi-energy complementary system to participate in the long-term electricity market holds significant potential.To simulate and evaluate the benefits and internal distribution methods of a multi-energy complementary system participating in long-term market transactions,this paper first constructs a multi-energy complementary system integrated with new energy and thermal power generation units at the same connection point,and participates in the annual bilateral game as a unified market entity to obtain the revenue value under the annual bilateral market.Secondly,based on the entropy weight method,improvements are made to the traditional Shapley value distribution model,and an internal distribution model for multi-energy complementary systems with multiple participants is constructed.Finally,a Markov Decision Process(MDP)evaluation system is constructed for practical case verification.The research results show that the improved Shapley value distribution model achieves higher satisfaction,providing a reasonable allocation scheme for multi-energy complementary cooperation models. 展开更多
关键词 Multi-energy complementary system cooperative game enhancements to the Shapley value MDP indicators
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Radar pulse waveform design method based on complementary amplitude coding
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作者 XIE Ailun LIU Xiaobin +3 位作者 WU Qihua ZHAO Feng QIAO Zhenyu XIAO Shunping 《Journal of Systems Engineering and Electronics》 2025年第3期671-680,共10页
Low sidelobe waveform can reduce mutual masking between targets and increase the detection probability of weak targets.A low sidelobe waveform design method based on complementary amplitude coding(CAC)is proposed in t... Low sidelobe waveform can reduce mutual masking between targets and increase the detection probability of weak targets.A low sidelobe waveform design method based on complementary amplitude coding(CAC)is proposed in this paper,which can be used to reduce the sidelobe level of multiple waveforms.First,the CAC model is constructed.Then,the waveform design problem is transformed into a nonlinear optimization problem by constructing an objective function using the two indicators of peak-to-sidelobe ratio(PSLR)and integrated sidelobe ratio(ISLR).Finally,genetic algorithm(GA)is used to solve the optimization problem to get the best CAC waveforms.Simulations and experiments are conducted to verify the effectiveness of the proposed method. 展开更多
关键词 waveform design low sidelobe complementary amplitude coding(CAC) genetic algorithm(GA)
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Complementary medicines and ginseng for inflammatory bowel disease-rooted in science,but will it bear fruit?
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作者 Tamar Schildkraut Ashish R Srinivasan +2 位作者 Andrew Nguyen Mark Lai Abhinav Vasudevan 《World Journal of Gastroenterology》 2025年第27期1-14,共14页
This editorial is based on the network pharmacology and in vivo study by Qin et al,which investigated the potential therapeutic mechanisms of Panax ginseng(P.ginseng)in ulcerative colitis.The key findings from the stu... This editorial is based on the network pharmacology and in vivo study by Qin et al,which investigated the potential therapeutic mechanisms of Panax ginseng(P.ginseng)in ulcerative colitis.The key findings from the study included the identification of the targets of P.ginseng and ulcerative colitis,elucidation of mechanistic pathways,and in vivo validation of the pharmacological activity and therapeutic effect of panaxadiol,a key active component of P.ginseng.This editorial provides additional context regarding the evidence supporting the use of ginseng and other commonly used complementary therapies that clinicians may encounter.We also aim to highlight potential similarities between the mechanisms of popular complementary and conventional medical therapies. 展开更多
关键词 Inflammatory bowel disease Crohn’s disease Ulcerative colitis GINSENG complementary and alternative therapies
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Utilizing complementary therapy to enhance quality of life and reduce stress and fatigue in pediatric cancer patients
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作者 Luis Carlos Lopes-Júnior Regina Aparecida Garcia de Lima 《World Journal of Clinical Cases》 2025年第11期12-18,共7页
The international scientific literature presents still incipient results regarding the management of cancer symptom clusters by oncology nursing,especially in pediatric oncology.This is a promising field of investigat... The international scientific literature presents still incipient results regarding the management of cancer symptom clusters by oncology nursing,especially in pediatric oncology.This is a promising field of investigation for clinical nurses and researchers,and when it is subsidized by medium-range theories,they co-rroborate the diagnoses and interventions of nursing in oncology,enhancing the science of nursing care.This minireview article aims to discuss the utilizing the hospital clowns as a complementary therapy,to enhance quality of life and reduce stress and fatigue in pediatric cancer patients.Overall,the evidence presented so far pointed out that complementary therapy might help improve the quality of life of pediatric cancer patients,and that complementary therapy usage should be part of a health comprehensive care model,delivering therapeutic approaches that might enhance the mind-body during a pediatric cancer patients’life span.The results of scientific investigations by nurses,particularly those linked to the basic sciences,play a critical role in advancing personalized care in pediatric integrative oncology. 展开更多
关键词 Cancer symptom clusters PEDIATRICS Pediatric cancer patients Pediatric integrative oncology complementary therapies Oncology nursing Hospital clowns Cancer-related fatigue Psychological stress Biomarkers
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压电作动器的多目标互补鲁棒控制方法研究
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作者 陈辉 齐苗苗 +2 位作者 刘佳彬 连峰 韩崇昭 《控制理论与应用》 北大核心 2026年第2期227-238,共12页
针对存在模型不确定性、外界干扰和测量噪声下的压电作动器(PEA)高精度跟踪控制问题,本文提出多目标互补鲁棒控制方法.首先,建立基于Hammerstein模型结构的率相关迟滞非线性模型,其中系统的静态迟滞非线性环节采用Prandtl-Ishlinskii(PI... 针对存在模型不确定性、外界干扰和测量噪声下的压电作动器(PEA)高精度跟踪控制问题,本文提出多目标互补鲁棒控制方法.首先,建立基于Hammerstein模型结构的率相关迟滞非线性模型,其中系统的静态迟滞非线性环节采用Prandtl-Ishlinskii(PI)模型描述,动态线性环节则由改进的相关性辨识法得到.然后,在此模型基础上,提出用多目标互补鲁棒控制方法来实现压电作动器的高精度跟踪控制,该控制器应用PID控制理念实现闭环系统的最优性能,并采用鲁棒控制策略达到闭环系统的鲁棒稳定,同时融合了Youla参数化的思想解决系统最优性能与鲁棒性之间的矛盾.最后,通过实验验证系统的跟踪精度及抗干扰能力,证明了本文所提出方法的有效性. 展开更多
关键词 压电作动器 鲁棒控制 相关性辨识 YOULA参数化 卡尔曼滤波 多目标互补控制
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考虑输送容量限制的水光互补基地AGC控制策略研究
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作者 谈博 徐思达 +3 位作者 南江 元志伟 杨永福 赵金水 《水电能源科学》 北大核心 2026年第2期222-226,195,共6页
随着新能源装机容量占比不断增加,其随机性、波动性、间歇性导致的弃电风险日益突出,多能互补是破解新能源消纳难题的主要方式。为适应漫湾水光互补基地联合运行模式,建立发电-送出断面和联变断面的功率平衡模型,结合历史气象信息提取... 随着新能源装机容量占比不断增加,其随机性、波动性、间歇性导致的弃电风险日益突出,多能互补是破解新能源消纳难题的主要方式。为适应漫湾水光互补基地联合运行模式,建立发电-送出断面和联变断面的功率平衡模型,结合历史气象信息提取特征关联度,采用改进K-medoids聚类算法得到光伏场站群典型日内出力特性。比较光伏优先和水电优先策略,提出一种水光互补协调控制策略以实现出力平稳。通过AGC定值计算、波动系数的性能比较,得出不同典型日负荷限值以及日内水光互补规律,并通过实例验证了协调控制策略的效益,为水光互补基地的联合运行提供了技术指导。 展开更多
关键词 水光互补 输送容量限制 典型日 AGC控制策略
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互补滑模PD控制在桥式起重机中的应用
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作者 邵雪卷 吕恩智 +1 位作者 陈志梅 赵志诚 《控制工程》 北大核心 2026年第2期371-378,共8页
针对欠驱动桥式起重机系统的定位防摆问题,提出了互补滑模PD控制策略。在小车位移、负载摆角及各自一阶微分的状态误差作为变量所组成的线性滑模面的基础上,引入位移与摆角的误差积分形成积分滑模面,并对应设计一个补充滑模面来形成互... 针对欠驱动桥式起重机系统的定位防摆问题,提出了互补滑模PD控制策略。在小车位移、负载摆角及各自一阶微分的状态误差作为变量所组成的线性滑模面的基础上,引入位移与摆角的误差积分形成积分滑模面,并对应设计一个补充滑模面来形成互补滑模控制,使系统变量运行空间限制在滑模面的相交处,缩短变量到滑模面的距离,进而提升系统的快速性。同时,引入对负载摆角的PD补偿控制,增强对负载摆角的抑制能力,使小车的运行更加平稳,并构造Lyapunov函数证明了系统的稳定性。仿真和实验结果验证了该控制策略对定位和防摆的有效性。 展开更多
关键词 桥式吊车 互补滑模控制 PD补偿控制 定位防摆 LYAPUNOV函数
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食管癌患者肠道菌群分布特征与ERCC1基因rs3212986多态性的相关性研究
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作者 刘鑫 沈锋 +4 位作者 刘静 周莹 邓玉兰 余忠林 丁凤娇 《现代检验医学杂志》 2026年第2期105-110,共6页
目的分析食管癌患者肠道菌群分布特征与切除修复交叉互补基因1(ERCC1)基因rs3212986多态性的相关性研究。方法选取安康市中心医院2021年4月~2024年4月收治的93例食管癌患者为观察组,同期70例健康志愿者为对照组,采用16S核糖体DNA(16S rD... 目的分析食管癌患者肠道菌群分布特征与切除修复交叉互补基因1(ERCC1)基因rs3212986多态性的相关性研究。方法选取安康市中心医院2021年4月~2024年4月收治的93例食管癌患者为观察组,同期70例健康志愿者为对照组,采用16S核糖体DNA(16S rDNA)鉴定技术检测肠道菌群,分析肠道菌群Beta、Alpha多样性、物种组成及组件丰度的变化,对比ERCC1 rs3212986位点分布状况;Spearman相关分析肠道菌群与ERCC1 rs3212986多态性的关系。结果与对照组相比,观察组基于丰度的覆盖估计值(ACE)指数、肠球菌属、酵母菌属、大肠埃希菌升高(t=2.475~12.188),覆盖率(Goods_coverage)指数、香农(Shannon)指数、Chao1丰富度(Chaol)指数、辛普森(Simpson)指数、乳杆菌属、双歧杆菌属、消化球菌属和葡萄球菌属降低(t=2.689~27.899),差异具有统计学意义(均P<0.05)。主坐标分析(PCoA)图显示,观察组与对照组样本整体相距较远,群落结构存在差异,相比对照组属水平,观察组栖粪杆菌属、双歧杆菌属比例降低,从门水平分析观察组放线菌门、拟杆菌门比例提升,疣微菌门、厚壁菌门丰度降低(χ^(2)=42.363、25.494,均P<0.05)。且与对照组相比,观察组ERCC1 rs3212986位点AA基因型、等位基因A频率升高,差异具有统计学意义(χ^(2)=33.951、27.866,均P<0.05);Spearman秩相关性分析显示ERCC1 rs3212986 A等位基因与放线菌、梭杆菌属、变形菌门呈正相关(r=0.173、0.407、0.202,均P<0.05)。与拟杆菌门、厚壁菌门呈负相关(r=-0.337、-0.219,均P<0.05)。结论在食管癌患者中肠道菌群分布特征异常表达,并发现部分肠道菌群分布特征可能与食管癌ERCC1 rs3212986多态性有关。 展开更多
关键词 食管癌 肠道菌群 切除修复交叉互补基因1 基因多态性
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基于多通道关联互补特征的煤岩界面预测
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作者 齐爱玲 代静瀛 马宏伟 《工矿自动化》 北大核心 2026年第1期96-105,共10页
煤岩界面轨迹是多变量时序数据,不同变量之间存在复杂的相关性,高精度预测存在难点。针对该问题,提出了一种基于多通道关联互补特征(SSIC−former)的煤岩界面预测模型,该模型融合了集中式注意力机制(CAM)、交互卷积块(ICB)和锐度感知最... 煤岩界面轨迹是多变量时序数据,不同变量之间存在复杂的相关性,高精度预测存在难点。针对该问题,提出了一种基于多通道关联互补特征(SSIC−former)的煤岩界面预测模型,该模型融合了集中式注意力机制(CAM)、交互卷积块(ICB)和锐度感知最小化策略(SAM)。使用滑动窗口的办法将原始数据构造成连续样本;构建用于煤岩识别的SSIC−former结构,提取煤岩界面的跨通道关联信息及局部特征,引入可逆实例归一化动态消除数据非平稳性:采用CAM提取多通道间的关联互补特征,通过ICB提取不同尺度的局部特征并实现跨尺度动态交互,二者输出经残差融合强化特征表达;训练阶段结合SAM避免模型陷入局部最优,并通过投影层输出预测结果。实验结果表明:①采用基于SSIC−former的煤岩界面预测模型进行煤岩界面预测,平均绝对误差为6.37 mm,平均绝对百分比误差为2.79%,均方根误差为8.08 mm,均方误差为0.07 mm,决定系数R^(2)为0.99,单样本平均推理时间为0.0066 s,在基于Transformer类的模型中推理时间最短,可满足采煤机实时作业的低延迟需求。②与基于LSTM,Crossformer,Nonstationary_Transformer,FPPformer,iTransformer,PatchTST等的模型相比,基于SSIC−former的模型在上述前5个评价指标上均更优,说明基于SSIC−former的模型预测精度高,泛化能力强,能够在煤岩界面轨迹预测中提供更为准确的结果。 展开更多
关键词 煤岩界面预测 关联互补特征 集中式注意力机制 锐度感知最小化 交互卷积块 可逆实例归一化
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基于技术互补性的“创新-成熟”型技术机会识别研究
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作者 侯艳辉 王紫瑄 王家坤 《农业图书情报学报》 2026年第1期44-57,共14页
[目的/意义]从技术互补性的视角出发,对创新型离群专利和市场成熟型热点专利进行互补研究,发现“创新-成熟”型技术机会,对技术机会识别的研究有重要意义。[方法/过程]首先,利用关联规则算法和离群值检测算法对专利分类号进行处理,得到... [目的/意义]从技术互补性的视角出发,对创新型离群专利和市场成熟型热点专利进行互补研究,发现“创新-成熟”型技术机会,对技术机会识别的研究有重要意义。[方法/过程]首先,利用关联规则算法和离群值检测算法对专利分类号进行处理,得到关联性弱、分布边缘化的分类号代表的离群专利以及关联性强、分布中心化的分类号所代表的热点专利。其次,构建时间加权指数和关键词独特性指数来筛选符合双高指数的离群专利作为创新型离群专利;基于专利所处技术生命周期阶段和专利市场价值测度,筛选热点专利作为市场成熟型热点专利。最后,利用两种类型专利的技术关键词构建二维矩阵,通过生成式拓扑映射算法得到技术空白点,将关键词同时来源于两种类型专利的技术空白点作为最终的“创新-成熟”型技术机会。[结果/结论]以新能源汽车电池为例进行实证研究,共发现10项技术机会。经与相关政策文件进行内容比对可知,识别结果与该领域的技术现状和发展规划具有较高的一致性,验证了本研究提出的技术机会识别方法的有效性和科学性。 展开更多
关键词 技术互补 关联规则 离群值检测算法 文本挖掘 生成式拓扑映射
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新时代中国水电系统调度发展分析及技术展望
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作者 申建建 《水利学报》 北大核心 2026年第1期153-167,共15页
“新电改”“双碳”“人工智能+”等国家战略相继实施,推动我国亿千瓦级水电系统迈入新的时代。水电调度作为指导水电系统运行的“大脑”,亟需适应新时代更加复杂的环境和要求,以支撑世界最大规模水电系统高效运行。本文探讨了中国水电... “新电改”“双碳”“人工智能+”等国家战略相继实施,推动我国亿千瓦级水电系统迈入新的时代。水电调度作为指导水电系统运行的“大脑”,亟需适应新时代更加复杂的环境和要求,以支撑世界最大规模水电系统高效运行。本文探讨了中国水电系统调度正在或将来可能的发展趋势:一是从集中调度向市场化运行转变,以实现绿色优质水电更高效配置;二是从水电独立调度向水电与新能源互补调度转变,以更好地发挥水电灵活调节作用;三是从人机建模优化调度向水电智能推理调度转变,使大规模水电系统复杂调度建模计算更简单便捷。同时,剖析了中国水电系统调度发展面临的关键技术挑战,概述了整体研究进展,期望为行业领域人员构建新时代水电调度技术体系提供参考。 展开更多
关键词 水电系统 水电调度 水电市场化 水电与新能源互补 水电智能推理调度
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基于用户参与的平台生态系统融通创新策略分析
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作者 李丹 焦润雨 《当代经济》 2026年第3期51-68,共18页
融通创新对于加强创新成果应用性和实现系统创新目标的意义重大,本研究主要探究用户参与对平台与互补企业融通创新的影响,通过构建演化博弈模型,对三方策略选择的演化过程进行分析。研究发现:(1)用户参与可以显著促进平台与互补企业融... 融通创新对于加强创新成果应用性和实现系统创新目标的意义重大,本研究主要探究用户参与对平台与互补企业融通创新的影响,通过构建演化博弈模型,对三方策略选择的演化过程进行分析。研究发现:(1)用户参与可以显著促进平台与互补企业融通创新,平台与用户互动产生的即时价值与潜在价值增加会对融通创新产生显著积极影响。(2)用户创新感知和用户参与度的提高有助于平台与互补企业积极参与融通创新,并且两者边际效应都呈现递减趋势。(3)互补企业创新基础能力的提高可以显著促进互补企业选择融通创新策略,但是对平台与用户策略选择影响较小。(4)同时增加即时价值、潜在价值、用户关怀,用户的价值获得比例和用户参与度可以有效驱动用户采纳创新,但是用户关怀不能超过某一阈值,否则会阻碍平台融通创新。研究结论为优化创新体系,推动平台、互补企业与用户融通创新提供了决策参考。 展开更多
关键词 用户参与 平台企业 互补企业 融通创新 演化博弈
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基于拟连续互补滑模的储能变流器改进自抗扰控制
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作者 皇金锋 刘月明 +2 位作者 薛瑞泽 田郊 曹剑 《湖南大学学报(自然科学版)》 北大核心 2026年第2期159-168,共10页
新能源发电存在随机性与波动性,为确保电网运行稳定,本文基于拟连续算法,设计了一种滑模自抗扰复合控制策略,并将其应用于储能变流器(PCS)中,以提升PCS运行性能,使系统面对不同扰动时具有更优的暂态特性,保证直流母线电压稳定.PCS控制采... 新能源发电存在随机性与波动性,为确保电网运行稳定,本文基于拟连续算法,设计了一种滑模自抗扰复合控制策略,并将其应用于储能变流器(PCS)中,以提升PCS运行性能,使系统面对不同扰动时具有更优的暂态特性,保证直流母线电压稳定.PCS控制采用PQ控制策略,通常涉及两个控制回路:功率外环与电流内环.功率外环采用PI控制,在并网过程中保证变流器功率守恒,并为后级电流内环提供参考值;电流内环采用固定时间扰动观测器(FTDO),可对系统状态量与内外扰动进行快速精确的跟踪补偿.同时,设计了拟连续互补滑模作为反馈控制器,确保系统的动态特性平滑且无抖动,保证系统的鲁棒性.最后,搭建了相应实验平台,以证明本文控制策略的可行性.实验结果表明,本文控制策略有效提升了系统暂态响应性能,提高了系统运行稳定性. 展开更多
关键词 储能变流器 自抗扰控制 PQ控制 固定时间扰动观测器 拟连续互补滑模
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人机交互、知识域耦合与突破性创新——基于新能源汽车产业的实证研究
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作者 陈敏灵 乔进国 薛静 《科技创业月刊》 2026年第2期31-42,共12页
人工智能正在深刻重塑组织实现突破性创新的驱动机制。从人机交互视角出发,旨在揭示人机交互对突破性创新的影响,并结合知识基础观论证知识域耦合在人机交互和突破性创新关系中的中介作用。将人机交互分为增强式人机交互和自主式人机交... 人工智能正在深刻重塑组织实现突破性创新的驱动机制。从人机交互视角出发,旨在揭示人机交互对突破性创新的影响,并结合知识基础观论证知识域耦合在人机交互和突破性创新关系中的中介作用。将人机交互分为增强式人机交互和自主式人机交互,将知识域耦合分为互补性知识耦合和迭代性知识耦合。通过对340名员工的问卷调查数据的实证分析发现:①增强式人机交互和自主式人机交互对突破性创新均有正向影响;②知识域耦合在人机交互与突破性创新之间起中介作用;③知识吸收能力正向调节知识域耦合对突破性创新的促进作用。主要理论贡献在于,从人机交互视角揭示了人工智能驱动创新的微观机制,构建并验证了“人机交互—知识域耦合—突破性创新”的理论链条,深化了知识基础观在人工智能情境下的理论内涵。实践上,为企业管理者加强人机交互应用、优化知识资源管理及提升组织学习能力,以系统性培育突破性创新,提供了明确的理论依据和实践路径。 展开更多
关键词 人工智能 增强式人机交互 自主式人机交互 互补性知识耦合 迭代性知识耦合 知识吸收能力 突破性创新
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