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Machine learning-based analyses for total ionizing dose effects in bipolar junction transistors 被引量:7
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作者 Bai-Chuan Wang Meng-Tong Qiu +2 位作者 Wei Chen Chen-Hui Wang Chuan-Xiang Tang 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2022年第10期106-116,共11页
Machine learning methods have proven to be powerful in various research fields.In this paper,we show that research on radiation effects could benefit from such methods and present a machine learning-based scientific d... Machine learning methods have proven to be powerful in various research fields.In this paper,we show that research on radiation effects could benefit from such methods and present a machine learning-based scientific discovery approach.The total ionizing dose(TID)effects usually cause gain degradation of bipolar junction transistors(BJTs),leading to functional failures of bipolar integrated circuits.Currently,many experiments of TID effects on BJTs have been conducted at different laboratories worldwide,producing a large amount of experimental data which provides a wealth of information.However,it is difficult to utilize these data effectively.In this study,we proposed a new artificial neural network(ANN)approach to analyze the experimental data of TID effects on BJTs An ANN model was built and trained using data collected from different experiments.The results indicate that the proposed ANN model has advantages in capturing nonlinear correlations and predicting the data.The trained ANN model suggests that the TID hardness of a BJT tends to increase with base current I.A possible cause for this finding was analyzed and confirmed through irradiation experiments. 展开更多
关键词 total ionizing dose effects Bipolar junction transistor Artificial neural network Machine learning Radiation effects
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Hot-Carrier Effects on Total Dose Irradiated 65 nm n-Type Metal-Oxide-Semiconductor Field-Effect Transistors 被引量:1
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作者 郑齐文 崔江维 +3 位作者 周航 余德昭 余学峰 郭旗 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第7期117-119,共3页
The influence of total dose irradiation on hot-carrier reliability of 65 nm n-type metal-oxide-semiconductor field- effect transistors (nMOSFETs) is investigated. Experimental results show that hot-carrier degradati... The influence of total dose irradiation on hot-carrier reliability of 65 nm n-type metal-oxide-semiconductor field- effect transistors (nMOSFETs) is investigated. Experimental results show that hot-carrier degradations on ir- radiated narrow channel nMOSFETs are greater than those without irradiation. The reason is attributed to radiation-induced charge trapping in shallow trench isolation (STI). The electric field in the pinch-off region of the nMOSFET is enhanced by radiation-induced charge trapping in STI, resulting in a more severe hot-carrier effect. 展开更多
关键词 of NM in Hot-Carrier effects on total dose Irradiated 65 nm n-Type Metal-Oxide-Semiconductor Field-Effect Transistors STI on IS
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Total Ionization Dose Effects on Charge Storage Capability of Al2O3/HfO2/Al2O3-Based Charge Trapping Memory Cell 被引量:1
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作者 Yan-Nan Xu Jin-Shun Bi +5 位作者 Gao-Bo Xu Bo Li Kai Xi Ming Liu Hai-Bin Wang Li Luo 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第11期86-89,共4页
Because of the discrete charge storage mechanism, charge trapping memory(CTM) technique is a good candidate for aerospace and military missions. The total ionization dose(TID) effects on CTM cells with Al2O3/HfO2/... Because of the discrete charge storage mechanism, charge trapping memory(CTM) technique is a good candidate for aerospace and military missions. The total ionization dose(TID) effects on CTM cells with Al2O3/HfO2/Al2O3(AHA) high-k gate stack structure under in-situ 10 keV x-rays are studied. The C-V characteristics at different radiation doses demonstrate that charge stored in the device continues to be leaked away during the irradiation,thereby inducing the shift of flat band voltage(V(fb)). The dc memory window shows insignificant changes, suggesting the existence of good P/E ability. Furthermore, the physical mechanisms of TID induced radiation damages in AHA-based CTM are analyzed. 展开更多
关键词 AHA total Ionization dose effects on Charge Storage Capability of Al2O3/HfO2/Al2O3-Based Charge Trapping Memory Cell Al
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Total Ionizing Dose Radiation Effects in the P-Type Polycrystalline Silicon Thin Film Transistors
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作者 刘远 刘凯 +4 位作者 陈荣盛 刘玉荣 恩云飞 李斌 方文啸 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第1期133-136,共4页
The total ionizing dose radiation effects in the polycrystalline silicon thin film transistors are studied. Transfer characteristics, high-frequency capacitance-voltage curves and low-frequency noises (LFN) are measur... The total ionizing dose radiation effects in the polycrystalline silicon thin film transistors are studied. Transfer characteristics, high-frequency capacitance-voltage curves and low-frequency noises (LFN) are measured before and after radiation. The experimental results show that threshold voltage and hole-field-effect mobility decrease, while sub-threshold swing and low-frequency noise increase with the increase of the total dose. The contributions of radiation induced interface states and oxide trapped charges to the shift of threshold voltage are also estimated. Furthermore, spatial distributions of oxide trapped charges before and after radiation are extracted based on the LFN measurements. 展开更多
关键词 total Ionizing dose Radiation effects in the P-Type Polycrystalline Silicon Thin Film Transistors SIO
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Suppressing the hot carrier injection degradation rate in total ionizing dose effect hardened nMOSFETs 被引量:1
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作者 陈建军 陈书明 +3 位作者 梁斌 何益百 池雅庆 邓科峰 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第11期346-352,共7页
Annular gate nMOSFETs are frequently used in spaceborne integrated circuits due to their intrinsic good capability of resisting total ionizing dose (TID) effect. However, their capability of resisting the hot carrie... Annular gate nMOSFETs are frequently used in spaceborne integrated circuits due to their intrinsic good capability of resisting total ionizing dose (TID) effect. However, their capability of resisting the hot carrier effect (HCE) has also been proven to be very weak. In this paper, the reason why the annular gate nMOSFETs have good TID but bad HCE resistance is discussed in detail, and an improved design to locate the source contacts only along one side of the annular gate is used to weaken the HCE degradation. The good TID and HCE hardened capability of the design are verified by the experiments for I/O and core nMOSFETs in a 0.18 μm bulk CMOS technology. In addition, the shortcoming of this design is also discussed and the TID and the HCE characteristics of the replacers (the annular source nMOSFETs) are also studied to provide a possible alternative for the designers. 展开更多
关键词 annular gate nMOSFETs total ionizing dose effect hot carrier effect annular sourcenMOSFETs
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The effects of radiation damage on power VDMOS devices with composite SiO_2-Si_3N_4 films 被引量:1
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作者 高博 刘刚 +5 位作者 王立新 韩郑生 宋李梅 张彦飞 腾瑞 吴海舟 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第3期393-398,共6页
Total dose effects and single event effects on radiation-hardened power vertical double-diffusion metal oxide semiconductor(VDMOS) devices with composite SiO2-Si3N4 film gates are investigated.The relationships amon... Total dose effects and single event effects on radiation-hardened power vertical double-diffusion metal oxide semiconductor(VDMOS) devices with composite SiO2-Si3N4 film gates are investigated.The relationships among the important electrical parameters of the samples with different thickness SiO2-Si3N4 films,such as threshold voltage,breakdown voltage,and on-state resistance in accumulated dose,are discussed.The total dose experiment results show that the breakdown voltage and the on-state resistance barely change with the accumulated dose.However,the relationships between the threshold voltages of the samples and the accumulated dose are more complex,and not only positively drift,but also negatively drift.At the end of the total dose experiment,we select the group of samples which have the smaller threshold voltage shift to carry out the single event effect studies.We find that the samples with appropriate thickness ratio SiO2-Si3N4 films have a good radiation-hardening ability.This method may be useful in solving both the SEGR and the total dose problems with the composite SiO2-Si3N4 films. 展开更多
关键词 power VDMOS device total dose effects single event effects composite SiO2-Si3N4 films
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Impact of substrate bias on radiation-induced edge effects in MOSFETs
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作者 胡志远 刘张李 +5 位作者 邵华 张正选 宁冰旭 陈明 毕大炜 邹世昌 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第12期181-186,共6页
This paper investigates the effects of gamma-ray irradiation on the Shallow-Trench Isolation (STI) leakage currents in 180-nm complementary metal oxide semiconductor technology. No hump effect in the subthreshold re... This paper investigates the effects of gamma-ray irradiation on the Shallow-Trench Isolation (STI) leakage currents in 180-nm complementary metal oxide semiconductor technology. No hump effect in the subthreshold region is observed after irradiation, which is considered to be due to the thin STI corner oxide thickness. A negative substrate bias could effectively suppress the STI leakage, but it also impairs the device characteristics. The three-dimensional simulation is introduced to understand the impact of substrate bias, Moreover, we propose a simple method for extracting the best substrate bias value, which not only eliminates the STI leakage but also has the least impact on the device characteristics. 展开更多
关键词 ionizing radiation shallow trench isolation trapped charge total dose effects
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A semiconductor radiation dosimeter fabricated in 8-inch process
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作者 Jun Huang Bojin Pan +10 位作者 Hang bao Qiuyue Huo Renxiong Li Qi Ding Yutuo Guo Yu Wang Kunqin He Yaxin Liu Ziyi Zeng Ning Ning Lulu Peng 《Journal of Semiconductors》 2025年第8期54-58,共5页
The radiation-sensitive field effect transistors(RADFET)radiation dosimeter is a type of radiation detector based on the total dose effects of the p-channel metal-oxide-semiconductor(PMOS)transistor.The RADFET chip wa... The radiation-sensitive field effect transistors(RADFET)radiation dosimeter is a type of radiation detector based on the total dose effects of the p-channel metal-oxide-semiconductor(PMOS)transistor.The RADFET chip was fabricated in United Microelectronics Center 8-inch process with a six-layer photomask.The chip including two identical PMOS transistors,occupies a size of 610μm×610μm.Each PMOS has a W/L ratio of 300μm/50μm,and a 400 nm thick gate oxide,which is formed by a dry-wet-dry oxygen process.The wet oxygen-formed gate oxide with more traps can capture more holes during irradiation,thus significantly changing the PMOS threshold voltage.Pre-irradiation measurement results from ten test chips show that the initial average voltage of the PMOS is 1.961 V with a dispersion of 5.7%.The irradiation experiment is conducted in a cobalt source facility with a dose rate of 50 rad(Si)/s.During irradiation,a constant current source circuit of 10μA was connected to monitoring the shift in threshold voltage under different total dose.When the total dose is 100 krad(Si),the shift in threshold voltage was approximately 1.37 V,which demonstrates that an excellent radiation function was achieved. 展开更多
关键词 RADFET PMOS thick gate oxide total dose effect radiation detection
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Total ionizing radiation-induced read bit-errors in toggle magnetoresistive random-access memory devices 被引量:4
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作者 崔岩 杨玲 +2 位作者 高腾 李博 罗家俊 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第8期444-449,共6页
The 1-Mb and 4-Mb commercial toggle magnetoresistive random-access memories(MRAMs) with 0.13 μm and 0.18-μm complementary metal–oxide–semiconductor(CMOS) process respectively and different magnetic tunneling j... The 1-Mb and 4-Mb commercial toggle magnetoresistive random-access memories(MRAMs) with 0.13 μm and 0.18-μm complementary metal–oxide–semiconductor(CMOS) process respectively and different magnetic tunneling junctions(MTJs) are irradiated with a Cobalt-60 gamma source. The electrical functions of devices during the irradiation and the room temperature annealing behavior are measured. Electrical failures are observed until the dose accumulates to 120-krad(Si) in 4-Mb MRAM while the 1-Mb MRAM keeps normal. Thus, the 0.13-μm process circuit exhibits better radiation tolerance than the 0.18-μm process circuit. However, a small quantity of read bit-errors randomly occurs only in 1-Mb MRAM during the irradiation while their electrical function is normal. It indicates that the store states of MTJ may be influenced by gamma radiation, although the electrical transport and magnetic properties are inherently immune to the radiation. We propose that the magnetic Compton scattering in the interaction of gamma ray with magnetic free layer may be the origin of the read bit-errors. Our results are useful for MRAM toward space application. 展开更多
关键词 magnetoresistive random-access memories total ionizing dose effect magnetic tunneling junction magnetic Compton scattering effect
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Experimental study on radiation effects in floating gate read-only-memories and static random access memories
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作者 贺朝会 李永宏 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第9期2773-2778,共6页
Radiation effects of the floating gate read-only-memory (FG ROM) and the static random access memory (SRAM) have been evaluated using the 14 MeV neutron and 31.9MeV proton beams and Co-60 γ-rays. The neutron flue... Radiation effects of the floating gate read-only-memory (FG ROM) and the static random access memory (SRAM) have been evaluated using the 14 MeV neutron and 31.9MeV proton beams and Co-60 γ-rays. The neutron fluence, when the first error occurs in the FG ROMs, is at least 5 orders of magnitude higher than that in the SRAMs, and the proton fluence, 4 orders of magnitude higher. The total dose threshold for Co-60 γ-ray irradiation is about 104 rad (Si) for both memories. The difference and similarity are attributed to the structure of the memory cells and the mechanism of radiation effects. It is concluded that the FG ROMs are more reliable as semiconductor memories for storing data than the SRAMs, when they are used in the satellites or space crafts exposed to high energy particle radiation. 展开更多
关键词 single event effect total ionizing dose effect FG ROM SRAM
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Total ionizing dose effects and annealing behavior for domestic VDMOS devices 被引量:1
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作者 高博 余学峰 +4 位作者 任迪远 刘刚 王义元 孙静 崔江维 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2010年第4期41-45,共5页
Total dose effects and annealing behavior of domestic n-channel VDMOS devices under different bias conditions were investigated. The dependences of typical electrical parameters such as threshold voltage, breakdown vo... Total dose effects and annealing behavior of domestic n-channel VDMOS devices under different bias conditions were investigated. The dependences of typical electrical parameters such as threshold voltage, breakdown voltage, leakage current, and on-state resistance upon total dose were discussed. We also observed the relationships between these parameters and annealing time. The experiment results show that: the threshold voltage negatively shifts with the increasing of total dose and continues to decrease at the beginning of 100 ℃ annealing; the breakdown voltage under the drain bias voltage has passed through the pre-irradiation threshold voltage during annealing behaving with a "rebound" effect; there is a latent interface-trap buildup (LITB) phenomenon in the VDMOS devices; the leakage current is suppressed; and on-state resistance is almost kept constant during irradiation and annealing. Our experiment results are meaningful and important for further improvements in the design and processing. 展开更多
关键词 VDMOS device total dose effects ANNEALING γ radiation
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Total dose radiation effects on SOI NMOS transistors with different layouts 被引量:1
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作者 田浩 张正选 +3 位作者 贺威 俞文杰 王茹 陈明 《Chinese Physics C》 SCIE CAS CSCD 北大核心 2008年第8期645-648,共4页
Partially-depleted Silicon-On-Insulator Negative Channel Metal Oxide Semiconductor (SOI NMOS) transistors with different layouts are fabricated on radiation hard Separation by IMplanted OXygen (SIMOX) substrate an... Partially-depleted Silicon-On-Insulator Negative Channel Metal Oxide Semiconductor (SOI NMOS) transistors with different layouts are fabricated on radiation hard Separation by IMplanted OXygen (SIMOX) substrate and tested using 10 keV X-ray radiation sources. The radiation performance is characterized by transistor threshold voltage shift and transistor leakage currents as a function of the total dose up to 2.0×10^6 rad(Si). The results show that the total dose radiation effects on NMOS devices are very sensitive to their layout structures. 展开更多
关键词 SIMOX SOI total dose radiation effect MOS transistors
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Research on the influence of total dose on the short-circuit and avalanche characteristics of SiC MOSFET power devices
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作者 Miao Chen Lipei Zhang +2 位作者 Xinyu Sun Zan Li Chenglong Sui 《Advances in Engineering Innovation》 2024年第6期24-30,共7页
When SiC MOSFET power devices operate under radiation environment conditions,radiation induces trap charges in their gate oxide,which affects the device's short-circuit and avalanche characteristics.The short-circ... When SiC MOSFET power devices operate under radiation environment conditions,radiation induces trap charges in their gate oxide,which affects the device's short-circuit and avalanche characteristics.The short-circuit and avalanche characteristics are crucial for the reliable operation of devices under radiation environments.To ensure the efficient and stable operation of SiC MOSFET power devices under radiation environments,this paper focuses on studying the degradation patterns of the short-circuit and avalanche characteristics of SiC MOSFET power devices after being subjected to radiation,and analyzes the degradation mechanisms through theory and simulation. 展开更多
关键词 SiC MOSFET total dose effect short-circuit characteristics avalanche characteristics
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The total ionizing dose effects of non-planar triple-gate transistors
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作者 刘诗尧 贺威 +1 位作者 曹建民 黄思文 《Journal of Semiconductors》 EI CAS CSCD 2013年第9期49-52,共4页
This paper investigates the total ionizing dose response of different non-planar triple-gate transistor structures with different fin widths. By exposing the pseudo-MOS transistor to different amounts of radiation, di... This paper investigates the total ionizing dose response of different non-planar triple-gate transistor structures with different fin widths. By exposing the pseudo-MOS transistor to different amounts of radiation, different interface trap densities and trapped-oxide charges can be obtained. Using these parameters together with Altal 3D simulation software, the total dose radiation response of various non-planar triple-gate devices can be simulated. The behaviors of three kinds of non-planar devices are compared. 展开更多
关键词 SILICON-ON-INSULATOR total ionizing dose effects pseudo-MOS non-planar triple-gate transistors
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Worst-case total dose radiation effect in deep-submicron SRAM circuits 被引量:3
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作者 丁李利 姚志斌 +2 位作者 郭红霞 陈伟 范如玉 《Journal of Semiconductors》 EI CAS CSCD 2012年第7期121-125,共5页
The worst-case radiation effect in deep-submicron SRAM (static random access memory) circuits is studied through theoretical analysis and experimental validation. Detailed analysis about the radiation effect in diff... The worst-case radiation effect in deep-submicron SRAM (static random access memory) circuits is studied through theoretical analysis and experimental validation. Detailed analysis about the radiation effect in different parts of circuitry is presented. For SRAM cells and a sense amplifier which includes flip-flop structures, their failure level against ionizing radiation will have a connection with the storage state during irradiation. They are inclined to store or read the same state as the one stored during irradiation. Worst-case test scheme for an SRAM circuit is presented, which contains a write operation that changes the storage states into the opposite ones after irradiation and then a read operation with opposite storage states. An irradiation experiment is designed for one 0.25 μm SRAM circuit which has a capacity of I k×8 bits. The failure level against ionizing radiation concluded from this test scheme (150 krad(Si)) is much lower than the one from the simplest test scheme (1 Mrad(Si)). It is obvious that the failure level will be overestimated if the simplest test scheme is chosen as the test standard for SRAM circuits against ionizing radiation. 展开更多
关键词 worst-case test scheme total dose effect deep-submicron SRAM circuits
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Method of simulation of low dose rate for total dose effect in 0.18 μm CMOS technology
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作者 何宝平 姚志斌 +4 位作者 郭红霞 罗尹虹 张凤祁 王圆明 张科营 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2009年第7期76-79,共4页
Three methods for simulating low dose rate irradiation are presented and experimentally verified by using 0.18 μm CMOS transistors.The results show that it is the best way to use a series of high dose rate irradiatio... Three methods for simulating low dose rate irradiation are presented and experimentally verified by using 0.18 μm CMOS transistors.The results show that it is the best way to use a series of high dose rate irradiations, with 100 °C annealing steps in-between irradiation steps, to simulate a continuous low dose rate irradiation.This approach can reduce the low dose rate testing time by as much as a factor of 45 with respect to the actual 0.5 rad(Si)/s dose rate irradiation.The procedure also provides detailed information on the behavior of the test devices in a low dose rate environment. 展开更多
关键词 off-state leakage current total dose effect low dose rate simulation method
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Accident source term and radiological consequences of a small modular reactor
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作者 Hai-Ying Chen Fu-Dong Liu +3 位作者 Shao-Wei Wang Yi-Chuan Wang Chao Xu Qiao-Feng Liu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第3期82-92,共11页
Considering the growing global demand for energy and the need for countries to achieve climate goals,there is an increasing global interest in small modular reactors(SMRs)and their applications.Accident source term an... Considering the growing global demand for energy and the need for countries to achieve climate goals,there is an increasing global interest in small modular reactors(SMRs)and their applications.Accident source term and radiological consequence evaluations of SMRs are key components of nuclear and radiation safety reviews,which affect the site,exclusion area(EAB),and low population zone outer boundaries.Based on the design characteristics of the SMR and accident analysis results,a theoretical model of a whole-core fuel cladding damage accident was constructed to study the radioactivity released into the environment and its consequences.The accident source term and radiation dose calculation models were established to analyze the released amounts of radionuclides and the total effective dose affecting individuals at the site boundary.The results showed that the amount of radionuclides released into the environment after a whole-core fuel cladding damage accident reached 10^(14) Bq,among which the release amount of ^(133)Xe was the largest.The total effective dose at the site boundary 30 days after the accident was 8.65 mSv.The highest total effective dose affecting individuals occurred to the east-north-east.The results of the accident source term and radiological consequence provide technical support for site boundary dose assessments and reviews of SMRs. 展开更多
关键词 Small modular reactor ACCIDENT Source term Radiological consequence total effective dose
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Comparison of radiation degradation induced by x-ray and 3-MeV protons in 65-nm CMOS transistors
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作者 丁李利 Simone Gerardin +3 位作者 Marta Bagatin Dario Bisello Serena Mattiazzo Alessandro Paccagnella 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第9期468-473,共6页
The total ionizing dose(TID) response of 65-nm CMOS transistors is studied by 10-ke V x-ray and 3-Me V protons up to 1 Grad(SiO_2) total dose.The degradation levels induced by the two radiation sources are differe... The total ionizing dose(TID) response of 65-nm CMOS transistors is studied by 10-ke V x-ray and 3-Me V protons up to 1 Grad(SiO_2) total dose.The degradation levels induced by the two radiation sources are different to some extent.The main reason is the interface dose enhancement due to the thin gate oxide and the low energy photons.The holes' recombination also contributes to the difference.Compared to these two mechanisms,the influence of the dose rate is negligible. 展开更多
关键词 total ionizing dose(TID) effects grad dose x-ray and protons 65-nm CMOS transistors
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Radiation effects on scientific CMOS image sensor 被引量:2
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作者 赵元富 刘丽艳 +2 位作者 刘晓会 晋孝峰 李想 《Journal of Semiconductors》 EI CAS CSCD 2015年第11期53-57,共5页
A systemic solution for radiation hardened design is presented. Besides, a series of experiments have been carried out on the samples, and then the photoelectric response characteristic and spectral characteristic bef... A systemic solution for radiation hardened design is presented. Besides, a series of experiments have been carried out on the samples, and then the photoelectric response characteristic and spectral characteristic before and after the experiments have been comprehensively analyzed. The performance of the CMOS image sensor with the radiation hardened design technique realized total-dose resilience up to 300 krad(Si) and resilience to singleevent latch up for LET up to110 Me V cm^2/mg. 展开更多
关键词 CMOS image sensor(APS) dark current dark signal response non-uniformity total dose effects single event effects
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Feasibility study of wide bandgap power devices in space solar power station applications
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作者 Min Wang Sijie Zhao +2 位作者 Yaqian Li Zan Li Lipei Zhang 《Advances in Engineering Innovation》 2025年第2期28-35,共8页
This paper focuses on the reliability and radiation effects of wide bandgap SiC MOSFET power devices.Based on the failure issues of SiC MOSFET power devices used in space solar power stations,the paper investigates th... This paper focuses on the reliability and radiation effects of wide bandgap SiC MOSFET power devices.Based on the failure issues of SiC MOSFET power devices used in space solar power stations,the paper investigates the feasibility of applying SiC MOSFET power devices in space solar power stations.By examining the failure mechanisms of wide bandgap SiC MOSFET power devices,the paper proposes reinforcement methods for radiation resistance and high reliability from both device and circuit application perspectives,providing feasible solutions for the use of these devices in space solar power stations. 展开更多
关键词 space solar power station wide bandgap power devices RELIABILITY total dose effect single particle effect
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