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Characteristics and threshold voltage model of GaN-based FinFET with recessed gate
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作者 Chong Wang Xin Wang Slab +9 位作者 Xue-Feng Zheng Yun Wang Yun-Long He Ye Tianl Qing He Ji Wul Wei Mao Xiao-Hua Ma Jin-Cheng Zhang Yue Hao 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第9期535-539,共5页
In this work, AlGaN/GaN FinFETs with different fin widths have been successfully fabricated, and the recessed-gate FinFETs are fabricated for comparison. The recessed-gate FinFETs exhibit higher transconductance value... In this work, AlGaN/GaN FinFETs with different fin widths have been successfully fabricated, and the recessed-gate FinFETs are fabricated for comparison. The recessed-gate FinFETs exhibit higher transconductance value and positive shift of threshold voltage. Moreover, with the fin width of the recessed-gate FinFETs increasing, the variations of both threshold voltage and the transconductance increase. Next, transfer characteristics of the recessed-gate FinFETs with different fin widths and recessed-gate depths are simulated by Silvaco software. The relationship between the threshold voltage and the AlGaN layer thickness has been investigated. The simulation results indicate that the slope of threshold voltage variation reduces with the fin width decreasing. Finally, a simplified threshold voltage model for recessed-gate FinFET is established,which agrees with both the experimental results and simulation results. 展开更多
关键词 ALGAN/GAN FINFET recessed gate threshold voltage
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A threshold voltage analytical model for high-k gate dielectric MOSFETs with fully overlapped lightly doped drain structures
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作者 马飞 刘红侠 +1 位作者 匡潜玮 樊继斌 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第5期596-601,共6页
We investigate the influence of voltage drop across the lightly doped drain(LDD) region and the built-in potential on MOSFETs,and develop a threshold voltage model for high-k gate dielectric MOSFETs with fully overl... We investigate the influence of voltage drop across the lightly doped drain(LDD) region and the built-in potential on MOSFETs,and develop a threshold voltage model for high-k gate dielectric MOSFETs with fully overlapped LDD structures by solving the two-dimensional Poisson's equation in the silicon and gate dielectric layers.The model can predict the fringing-induced barrier lowering effect and the short channel effect.It is also valid for non-LDD MOSFETs.Based on this model,the relationship between threshold voltage roll-off and three parameters,channel length,drain voltage and gate dielectric permittivity,is investigated.Compared with the non-LDD MOSFET,the LDD MOSFET depends slightly on channel length,drain voltage,and gate dielectric permittivity.The model is verified at the end of the paper. 展开更多
关键词 threshold voltage high-k gate dielectric fringing-induced barrier lowering short channeleffect
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Two-dimensional models of threshold voltage and subthreshold current for symmetrical double-material double-gate strained Si MOSFETs
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作者 辛艳辉 袁胜 +2 位作者 刘明堂 刘红侠 袁合才 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第3期440-444,共5页
The two-dimensional models for symmetrical double-material double-gate (DM-DG) strained Si (s-Si) metal-oxide semiconductor field effect transistors (MOSFETs) are presented. The surface potential and the surface... The two-dimensional models for symmetrical double-material double-gate (DM-DG) strained Si (s-Si) metal-oxide semiconductor field effect transistors (MOSFETs) are presented. The surface potential and the surface electric field ex- pressions have been obtained by solving Poisson's equation. The models of threshold voltage and subthreshold current are obtained based on the surface potential expression. The surface potential and the surface electric field are compared with those of single-material double-gate (SM-DG) MOSFETs. The effects of different device parameters on the threshold voltage and the subthreshold current are demonstrated. The analytical models give deep insight into the device parameters design. The analytical results obtained from the proposed models show good matching with the simulation results using DESSIS. 展开更多
关键词 double-material double-gate MOSFET strained Si threshold voltage subthreshold current
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A two-dimensional analytical model for channel potential and threshold voltage of short channel dual material gate lightly doped drain MOSFET 被引量:1
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作者 Shweta Tripathi 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第11期620-625,共6页
An analytical model for the channel potential and the threshold voltage of the short channel dual-material-gate lightly doped drain (DMG-LDD) metal-oxide-semiconductor field-effect transistor (MOSFET) is presented... An analytical model for the channel potential and the threshold voltage of the short channel dual-material-gate lightly doped drain (DMG-LDD) metal-oxide-semiconductor field-effect transistor (MOSFET) is presented using the parabolic approximation method. The proposed model takes into account the effects of the LDD region length, the LDD region doping, the lengths of the gate materials and their respective work functions, along with all the major geometrical parameters of the MOSFET. The impact of the LDD region length, the LDD region doping, and the channel length on the channel potential is studied in detail. Furthermore, the threshold voltage of the device is calculated using the minimum middle channel potential, and the result obtained is compared with the DMG MOSFET threshold voltage to show the improvement in the threshold voltage roll-off. It is shown that the DMG-LDD MOSFET structure alleviates the problem of short channel effects (SCEs) and the drain induced barrier lowering (DIBL) more efficiently. The proposed model is verified by comparing the theoretical results with the simulated data obtained by using the commercially available ATLASTM 2D device simulator. 展开更多
关键词 dual-material-gate MOSFET lightly doped drain short channel effect threshold voltage
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A two-dimensional threshold voltage analytical model for metal-gate/high-k/SiO_2 /Si stacked MOSFETs
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作者 马飞 刘红侠 +1 位作者 樊继斌 王树龙 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第10期439-445,共7页
In this paper the influences of the metal-gate and high-k/SiO 2 /Si stacked structure on the metal-oxide-semiconductor field-effect transistor(MOSFET) are investigated.The flat-band voltage is revised by considering... In this paper the influences of the metal-gate and high-k/SiO 2 /Si stacked structure on the metal-oxide-semiconductor field-effect transistor(MOSFET) are investigated.The flat-band voltage is revised by considering the influences of stacked structure and metal-semiconductor work function fluctuation.The two-dimensional Poisson's equation of potential distribution is presented.A threshold voltage analytical model for metal-gate/high-k/SiO 2 /Si stacked MOSFETs is developed by solving these Poisson's equations using the boundary conditions.The model is verified by a two-dimensional device simulator,which provides the basic design guidance for metal-gate/high-k/SiO 2 /Si stacked MOSFETs. 展开更多
关键词 metal-gate HIGH-K work function flat-band voltage threshold voltage metal-oxide-semiconductor field-effect transistor
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A two-dimensional analytical modeling for channel potential and threshold voltage of short channel triple material symmetrical gate Stack(TMGS) DG-MOSFET
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作者 Shweta Tripathi 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第10期518-524,共7页
In the present work, a two-dimensional(2D) analytical framework of triple material symmetrical gate stack(TMGS)DG-MOSFET is presented in order to subdue the short channel effects. A lightly doped channel along wit... In the present work, a two-dimensional(2D) analytical framework of triple material symmetrical gate stack(TMGS)DG-MOSFET is presented in order to subdue the short channel effects. A lightly doped channel along with triple material gate having different work functions and symmetrical gate stack structure, showcases substantial betterment in quashing short channel effects to a good extent. The device functioning amends in terms of improved exemption to threshold voltage roll-off, thereby suppressing the short channel effects. The encroachments of respective device arguments on the threshold voltage of the proposed structure are examined in detail. The significant outcomes are compared with the numerical simulation data obtained by using 2D ATLAS;device simulator to affirm and formalize the proposed device structure. 展开更多
关键词 triple material symmetrical gate stack(TMGS) DG MOSFET gate stack short channel effect drain induced barrier lowering threshold voltage
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Positive gate-bias temperature instability of ZnO thin-film transistor 被引量:2
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作者 刘玉荣 苏晶 +1 位作者 黎沛涛 姚若河 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第6期602-607,共6页
The positive gate-bias temperature instability of a radio frequency (RF) sputtered ZnO thin-film transistor (ZnO TFT) is investigated. Under positive gate-bias stress, the saturation drain current and OFF-state cu... The positive gate-bias temperature instability of a radio frequency (RF) sputtered ZnO thin-film transistor (ZnO TFT) is investigated. Under positive gate-bias stress, the saturation drain current and OFF-state current decrease, and the threshold voltage shifts toward the positive direction. The stress amplitude and stress temperature are considered as important factors in threshold-voltage instability, and the time dependences of threshold voltage shift under various bias temperature stress conditions could be described by a stretched-exponential equation. Based on the analysis of hysteresis behaviors in current- voltage and capacitance-voltage characteristics before and after the gate-bias stress, it can be clarified that the threshold- voltage shift is predominantly attributed to the trapping of negative charge carriers in the defect states located at the gate- dielectric/channel interface. 展开更多
关键词 thin-film transistors (TFTs) zinc oxide gate-bias instability threshold-voltage shift
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氧化温度与NO退火组分协同优化提升SiC MOSFET界面特性与器件性能
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作者 刘玮 陈刚 +4 位作者 夏云 桂雅雯 陈昱 田佳民 杜融鑫 《微纳电子技术》 2026年第1期104-109,共6页
针对碳化硅(SiC)金属-氧化物-半导体场效应晶体管(MOSFET)中SiC/SiO2界面态密度偏高、迁移率低、栅氧击穿场强退化与阈值电压不稳定问题,系统研究了氧化温度、NO退火组分对界面特性及器件性能的调控机制。通过设计三组对比实验(氧化温度... 针对碳化硅(SiC)金属-氧化物-半导体场效应晶体管(MOSFET)中SiC/SiO2界面态密度偏高、迁移率低、栅氧击穿场强退化与阈值电压不稳定问题,系统研究了氧化温度、NO退火组分对界面特性及器件性能的调控机制。通过设计三组对比实验(氧化温度1200~1350℃;退火温度1250~1300℃;NO组分10%~100%),制备金属-氧化物-半导体(MOS)电容、平面MOSFET及横向MOSFET。电学表征与物性分析发现:温度升至1300℃可抑制界面碳团簇,阈值电压负漂移率改善44%,但1350℃工艺因氧空位增多导致栅氧反向击穿场强下降7%;10%NO退火较100%NO显著提升场效应迁移率38%,这源于氮原子对界面悬挂键的高效钝化。在最优工艺(1300℃氧化温度结合1300℃/10%NO退火)条件下,器件综合性能最优:栅氧正向击穿场强9.65 MV/cm、迁移率14.4 cm^(2)/(V·s)、阈值电压负漂移率-9%。本研究为SiC MOSFET栅氧工艺提供了明确的参数窗口与机理解释。 展开更多
关键词 SiC金属-氧化物-半导体(MOS)电容 SiC横向金属-氧化物-半导体场效应晶体管(MOSFET) 栅氧工艺 场效应迁移率 栅氧击穿场强 阈值电压漂移
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An Improved SOI CMOS Technology Based Circuit Technique for Effective Reduction of Standby Subthreshold Leakage 被引量:1
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作者 Manish Kumar Md. Anwar Hussain Sajal K. Paul 《Circuits and Systems》 2013年第6期431-437,共7页
Silicon-on-insulator (SOI) CMOS technology is a very attractive option for implementing digital integrated circuits for low power applications. This paper presents migration of standby subthreshold leakage control tec... Silicon-on-insulator (SOI) CMOS technology is a very attractive option for implementing digital integrated circuits for low power applications. This paper presents migration of standby subthreshold leakage control technique from a bulk CMOS to SOI CMOS technology. An improved SOI CMOS technology based circuit technique for effective reduction of standby subthreshold leakage power dissipation is proposed in this paper. The proposed technique is validated through design and simulation of a one-bit full adder circuit at a temperature of 27℃, supply voltage, VDD of 0.90 V in 120 nm SOI CMOS technology. Existing standby subthreshold leakage control techniques in CMOS bulk technology are compared with the proposed technique in SOI CMOS technology. Both the proposed and existing techniques are also implemented in SOI CMOS technology and compared. Reduction in standby subthreshold leakage power dissipation by reduction factors of 54x and 45x foraone-bit full adder circuit was achieved using our proposed SOI CMOS technology based circuit technique in comparison with existing techniques such as MTCMOS technique and SCCMOS technique respectively in CMOS bulk technology. Dynamic power dissipation was also reduced significantly by using this proposed SOI CMOS technology based circuit technique. Standby subthreshold leakage power dissipation and dynamic power dissipation were also reduced significantly using the proposed circuit technique in comparison with other existing techniques, when all circuit techniques were implemented in SOI CMOS technology. All simulations were performed using Microwindver 3.1 EDA tool. 展开更多
关键词 STANDBY SUBthreshold LEAKAGE SOI Technology Low Power MULTI-threshold VOLTAGE STACK Effect Reverse gate VOLTAGE
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Hot-carrier degradation for 90 nm gate length LDD- NMOSFET with ultra-thin gate oxide under low gate voltage stress
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作者 陈海峰 郝跃 +2 位作者 马晓华 李康 倪金玉 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第3期821-825,共5页
The hot-carrier degradation for 90 nm gate length lightly-doped drain (LDD) NMOSFET with ultra-thin (1.4 nm) gate oxide under the low gate voltage (LGV) (at Vg = Vth, where Yth is the threshold voltage) stress... The hot-carrier degradation for 90 nm gate length lightly-doped drain (LDD) NMOSFET with ultra-thin (1.4 nm) gate oxide under the low gate voltage (LGV) (at Vg = Vth, where Yth is the threshold voltage) stress has been investigated. It is found that the drain current decreases and the threshold voltage increases after the LGV (Vg = Vth) stress. The results are opposite to the degradation phenomena of conventional NMOSFET for the case of this stress. By analysing the gate-induced drain leakage (GIDL) current before and after stresses, it is confirmed that under the LGV stress in ultra-short gate LDD-NMOSFET with ultra-thin gate oxide, the hot holes are trapped at interface in the LDD region and cannot shorten the channel to mask the influence of interface states as those in conventional NMOSFET do, which leads to the different degradation phenomena from those of the conventional NMOS devices. This paper also discusses the degradation in the 90 nm gate length LDD-NMOSFET with 1.4 nm gate oxide under the LGV stress at Yg = Yth with various drain biases. Experimental results show that the degradation slopes (n) range from 0.21 to 0.41. The value of n is less than that of conventional MOSFET (0.5 - 0.6) and also that of the long gate length LDD MOSFET (- 0.8). 展开更多
关键词 threshold voltage lightly doped drain gate-induced drain leakage current hot hole
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抑制碳化硅MOSFET阈值电压漂移的驱动电路
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作者 赵柯 蒋华平 +6 位作者 汤磊 钟笑寒 谢宇庭 胡浩伟 肖念磊 黄诣涵 刘立 《重庆大学学报》 北大核心 2025年第9期50-56,共7页
碳化硅金属-氧化物-半导体场效应晶体管(metal-oxide-semiconductor field-effect transistor,MOSFET)的阈值电压漂移严重影响了其在应用中的可靠性。针对该问题,文中总结了碳化硅MOSFET阈值电压漂移的特点与现有的理论模型,提出抑制阈... 碳化硅金属-氧化物-半导体场效应晶体管(metal-oxide-semiconductor field-effect transistor,MOSFET)的阈值电压漂移严重影响了其在应用中的可靠性。针对该问题,文中总结了碳化硅MOSFET阈值电压漂移的特点与现有的理论模型,提出抑制阈值电压漂移的驱动方法与驱动电路。该驱动电路通过引入中间电平的方式,将被控器件关断动态过程与关断稳态后的栅极电压区分开来,以此来达到降低碳化硅MOSFET的阈值电压漂移量的目的,同时还可以保留负栅极关断电压的优势。搭建了实验平台来验证该驱动电路对碳化硅MOSFET阈值电压漂移的抑制效果,结果表明,在文中的实验条件下该驱动电路相比于传统的驱动方式阈值电压漂移量降低了37%。 展开更多
关键词 碳化硅 金属-氧化物-半导体场效应晶体管器件 阈值电压 栅极驱动器
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高压硅基p-GaN栅结构GaN HEMT器件阈值电压稳定性研究
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作者 潘传奇 王登贵 +4 位作者 周建军 王金 章军云 李忠辉 陈堂胜 《固体电子学研究与进展》 2025年第3期11-15,共5页
基于硅基p-GaN/Al GaN/Ga N异质结材料,研制了一款横向结构的高压增强型Ga N高电子迁移率晶体管(GaN high electron mobility transistor,GaN HEMT)器件。采用自对准栅刻蚀与双层介质钝化实现了良好的阈值电压稳定性,并结合多场板峰值... 基于硅基p-GaN/Al GaN/Ga N异质结材料,研制了一款横向结构的高压增强型Ga N高电子迁移率晶体管(GaN high electron mobility transistor,GaN HEMT)器件。采用自对准栅刻蚀与双层介质钝化实现了良好的阈值电压稳定性,并结合多场板峰值抑制技术提升了器件的击穿特性。该器件的阈值电压为1.35 V(VGS=VDS,I_(DS)=1μA/mm),比导通电阻为2.95 mΩ·cm^(2)(VGS=6 V),击穿电压超过1800 V(VGS=0 V,I_(DS)=1μA/mm)。研究了栅极和漏极偏压应力对阈值电压稳定性的影响,在8 V栅极偏压下,阈值电压负移约10%;在1200 V漏极偏压下,阈值电压正移小于20%。上述结果表明,基于硅衬底的p-GaN栅结构Al GaN/GaN HEMT在1200V电压等级应用中展现出巨大的潜力。 展开更多
关键词 高压 ALGAN/GAN p-GaN栅 阈值电压 稳定性
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增强型Si基GaN HEMT的p-GaN栅特性改善研究
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作者 鲍诚 王登贵 +3 位作者 任春江 周建军 倪志远 章军云 《固体电子学研究与进展》 2025年第1期16-21,共6页
阈值电压和栅极漏电是评价增强型Si基p-GaN栅结构GaN HEMT器件性能的重要参数。热应力和电应力变化会加剧器件栅极附近的电子隧穿效应,促使热电子与器件缺陷相互作用形成界面态,进而导致栅极漏电增大和阈值电压漂移,长时间工作会引起栅... 阈值电压和栅极漏电是评价增强型Si基p-GaN栅结构GaN HEMT器件性能的重要参数。热应力和电应力变化会加剧器件栅极附近的电子隧穿效应,促使热电子与器件缺陷相互作用形成界面态,进而导致栅极漏电增大和阈值电压漂移,长时间工作会引起栅极特性退化,阻碍了GaN电力电子器件的大规模工程化应用。本文基于101.6 mm(4英寸)GaN器件工艺平台研制了一款增强型Si基p-GaN栅结构GaN HEMT器件,引入了双层源场板和源接地孔结构设计,并研究了该结构对器件栅极漏电与阈值电压的影响。引入上述结构的器件低温(-50℃)下阈值电压相比高温(155℃)时变化了0.4 V,200 V漏极电应力测试后器件阈值电压相比测试前变化了0.24 V,漏极电压变化时阈值电压变化量为0.2 V,变化量均低于未引入该结构的器件。此外,栅极电压为5 V时,研制的400μm器件栅极漏电为1.4μA,在热应力与电应力测试后的变化量约0.1μA。测试结果表明研制的增强型p-GaN栅结构GaN HEMT能够在复杂环境下安全工作。 展开更多
关键词 GaN HEMT P-GAN 阈值电压 栅极漏电 热应力 电应力
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明渠调水工程渠池自平衡特性及扰动阈值 被引量:1
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作者 龙岩 高伟 +1 位作者 张召 雷晓辉 《南水北调与水利科技(中英文)》 北大核心 2025年第1期10-20,共11页
基于一维水动力模型,通过对渠池上游来水流量以及分水流量施加阶跃扰动,分析渠池水情变化规律,以工程运行过程中的水位变幅、变速等限制为约束,开展渠道自平衡特性及水力安全扰动阈值研究,计算不引起渠池水位超限的流量扰动范围,并以南... 基于一维水动力模型,通过对渠池上游来水流量以及分水流量施加阶跃扰动,分析渠池水情变化规律,以工程运行过程中的水位变幅、变速等限制为约束,开展渠道自平衡特性及水力安全扰动阈值研究,计算不引起渠池水位超限的流量扰动范围,并以南水北调中线工程陶岔渠首至十二里河节制闸间渠池为例开展实证研究。结果表明,渠池的自平衡能力主要取决于节制闸过流特性:当下游水位与节制闸开度保持不变时,来水扰动阈值和分水扰动阈值随上游边界流量增大而递减,自平衡能力减弱;当上游流量边界与下游水位保持不变时,来水扰动阈值随闸门开度增大而增大,自平衡能力增强。为使计算结果方便在实际工程中进行应用,基于安全扰动阈值计算结果,构建安全扰动阈值快速计算公式。 展开更多
关键词 明渠调水工程 安全扰动阈值 水动力模拟 自平衡特性 节制闸
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功率循环下GaN器件栅极可靠性研究
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作者 郭世龙 薛炳君 +1 位作者 严焱津 汪文涛 《现代电子技术》 北大核心 2025年第2期41-45,共5页
氮化镓(GaN)功率器件长期在高功率密度工况下运行,其栅极可靠性一直是关注的重点,栅极的退化会造成器件误导通以及导通损耗增加等问题。为此,设计一个直流功率循环装置,通过功率循环的方式加速器件老化。同时为了评估栅极可靠性,采用与... 氮化镓(GaN)功率器件长期在高功率密度工况下运行,其栅极可靠性一直是关注的重点,栅极的退化会造成器件误导通以及导通损耗增加等问题。为此,设计一个直流功率循环装置,通过功率循环的方式加速器件老化。同时为了评估栅极可靠性,采用与栅极紧密相关的阈值电压(VTH)以及栅极电容(CGS)作为特征参量,设计VTH与CGS监测电路。通过实验研究了器件栅极的温度特性、恢复特性以及在100000次功率循环后的退化情况。结果表明,随着温度的增加,VTH正向漂移,漂移量超过10%,CGS则与温度解耦保持不变。器件在功率循环后VTH存在恢复现象,前10 min恢复超过70%,在3 h后保持稳定,CGS不存在恢复特性。所选两款GaN在100000次功率循环后特征参量发生不同程度的变化,表明器件栅极在功率循环后发生了一定程度的退化。因此,有必要在设计器件及应用时考虑温度及热应力冲击所造成的栅极性能退化,优化设计工艺以提高GaN器件的可靠性。 展开更多
关键词 GAN器件 栅极可靠性 功率循环 阈值电压 栅极电容 加速老化
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基于时空图卷积与双向门控循环单元的机械设备寿命预测
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作者 刘中民 刘小平 +2 位作者 王斌 郝晓龙 张立杰 《制造技术与机床》 北大核心 2025年第9期185-193,共9页
针对传统剩余使用寿命(remaining useful life,RUL)预测方法在建模多传感器数据的复杂时空依赖与抗噪性能方面存在不足的问题,提出一种融合时空图卷积网络(spatial-temporal graph convolutional network,STGCN)、软阈值残差注意力机制... 针对传统剩余使用寿命(remaining useful life,RUL)预测方法在建模多传感器数据的复杂时空依赖与抗噪性能方面存在不足的问题,提出一种融合时空图卷积网络(spatial-temporal graph convolutional network,STGCN)、软阈值残差注意力机制与双向门控循环单元(bidirectional gated recurrent unit,BiGRU)的剩余寿命预测模型。首先,通过时空图卷积提取多传感器数据中的空间与时间特征,建模设备部件间的拓扑关系与动态演化;其次,引入BiGRU以捕捉深层时序依赖,并结合软阈值残差注意力机制,增强对关键退化特征的感知能力并抑制噪声干扰;最后,实现对机械设备剩余寿命的精准预测。在PHM2010与NASA数据集上的实验表明,该方法在多种噪声干扰下仍具优异预测性能,显著优于现有方法。 展开更多
关键词 剩余使用寿命 时空图卷积 双向门控循环单元 软阈值 注意力
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电热应力下GaN功率器件阈值电压漂移及恢复特性研究
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作者 汪文涛 鲁金科 +3 位作者 郭世龙 宣跃腾 胡明辉 罗华生 《微电子学》 北大核心 2025年第5期853-860,共8页
阈值电压V_(TH)漂移是GaN功率器件最为常见的栅极退化形式之一,但目前GaN阈值电压的测量方案相对复杂,且针对多种应力条件下阈值电压变化特性模糊不清,为探究不同应力对GaN功率器件阈值电压特性影响,文章首先介绍了GaN功率器件栅极阈值... 阈值电压V_(TH)漂移是GaN功率器件最为常见的栅极退化形式之一,但目前GaN阈值电压的测量方案相对复杂,且针对多种应力条件下阈值电压变化特性模糊不清,为探究不同应力对GaN功率器件阈值电压特性影响,文章首先介绍了GaN功率器件栅极阈值电压漂移机理,其次搭建了基于恒流注入法的栅极健康状态监测和老化系统,并借助所提系统研究了温度、栅极恒压应力幅值、方波电压应力频率和漏源极电压等电热应力长期作用对该类器件阈值电压漂移和恢复特性的影响。结果表明:GaN功率器件的阈值电压V_(TH)在各类应力的作用下存在不同程度和方向的漂移,且器件的阈值电压V_(TH)在栅极电压应力和漏源极电压应力撤去后存在一定的恢复特性,因此应考虑通过优化生产工艺和技术手段抑制V_(TH)漂移,以提高GaN功率器件的栅极可靠性。 展开更多
关键词 GaN功率器件 阈值电压 栅极老化 恢复特性
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大坝变形的双向门控循环单元网络预测模型
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作者 姚佳池 赵二峰 +1 位作者 刘峰 宋桂华 《水利水运工程学报》 北大核心 2025年第4期99-107,共9页
针对大坝变形序列的噪声信息,一次模态分解难以对其充分挖掘剔除,通过辛几何模态分解和改进的自适应噪声完备集合经验模态分解将变形实测序列解耦为不同频率的模态分量,使用最大信息系数对模态分量和实测序列进行相关性检验,并采用小波... 针对大坝变形序列的噪声信息,一次模态分解难以对其充分挖掘剔除,通过辛几何模态分解和改进的自适应噪声完备集合经验模态分解将变形实测序列解耦为不同频率的模态分量,使用最大信息系数对模态分量和实测序列进行相关性检验,并采用小波阈值对相关性弱的模态分量去噪重构,有效剔除实测序列中的噪声,利用基于注意力机制的双向门控循环单元网络模型对重构序列进行预测。应用实例表明,采用二次模态分解方法能有效剔除大坝变形实测序列中的噪声信息,建立的组合预测模型可以充分挖掘大坝变形与环境量之间的非线性关系且具有良好的泛化能力,为大坝长效服役性态预测提供了新方法。 展开更多
关键词 大坝变形 二次模态分解 小波阈值去噪 注意力机制 双向门控循环单元 预测模型
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基于RF-GRU混合模型的磨煤机故障预警研究
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作者 陈雪飞 谢丹 +1 位作者 丁国平 范子珺 《计算机仿真》 2025年第4期51-56,445,共7页
磨煤机是燃煤电厂的重要辅机设备,其运行稳定性对保障锅炉的正常运转具有重要意义。为解决磨煤机故障预警研究中准确性和及时性不足的问题,提出一种基于RF-GRU的磨煤机参数估计模型。首先以燃煤电厂的历史数据为基础,采用RF算法对数据... 磨煤机是燃煤电厂的重要辅机设备,其运行稳定性对保障锅炉的正常运转具有重要意义。为解决磨煤机故障预警研究中准确性和及时性不足的问题,提出一种基于RF-GRU的磨煤机参数估计模型。首先以燃煤电厂的历史数据为基础,采用RF算法对数据的参数特征进行筛选和降维。然后以降维后的数据作为输入,建立基于GRU的出口温度值、一次风差压值、碾磨油压值和入口一次风量值的估计模型。最后通过自适应阈值计算和判断,得到各变量的当前状态,以状态参数的估计值为基础,建立了磨煤机故障预警模型。结果表明,基于RF-GRU的模型相比于基于RF-LSTM和RF-RNN模型具有明显优势,且RF-GRU故障预警模型发出预警信号能提前现有报警方式150s以上,表明本研究具有较好的应用前景。 展开更多
关键词 磨煤机 故障预警 随机森林 门控循环单元 自适应阈值
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GaN MIS-HEMT的PBTI效应研究
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作者 丁小龙 王冲 +1 位作者 杜嘉鑫 黄永 《固体电子学研究与进展》 2025年第6期16-22,共7页
本研究系统探讨栅介质层厚度对GaN MIS-HEMT器件正栅偏置温度不稳定性(Positive gate bias tem⁃perature instability,PBTI)的影响机制。实验选取了40 nm和60 nm SiN栅介质层MIS-HEMT器件,结果表明,PBTI应力过程中阈值漂移量呈现对数时... 本研究系统探讨栅介质层厚度对GaN MIS-HEMT器件正栅偏置温度不稳定性(Positive gate bias tem⁃perature instability,PBTI)的影响机制。实验选取了40 nm和60 nm SiN栅介质层MIS-HEMT器件,结果表明,PBTI应力过程中阈值漂移量呈现对数时间依赖性,恢复阶段中阈值漂移的时间演化遵循幂律规律。长时间应力对输出特性和栅漏电无显著影响,但可能导致场板区域出现空洞缺陷。通过构建临界栅应力阈值(V_(f))模型,揭示了栅介质厚度对PBTI效应的双重作用机制:当栅压V_(g)<V_(f)时,薄栅介质(40 nm)器件因强电场效应促使更多沟道电子隧穿AlGaN势垒层并俘获于介质层/AlGaN界面态,导致阈值稳定性更差;当V_(g)>V_(f)时,电场作用趋于饱和,厚栅介质(60 nm)器件因更大的应力累积,诱导产生更高密度的SiN/AlGaN界面态和介质体缺陷态(D_(it)=3.63×10^(13) cm^(−2)eV^(−1)),导致电子俘获效应显著增强,产生更大的正漂移量。 展开更多
关键词 GAN MIS-HEMT PBTI 栅介质厚度 阈值电压稳定性
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