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TRLLD:Load Level Detection Algorithm Based on Threshold Recognition for Load Time Series
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作者 Qingqing Song Shaoliang Xia Zhen Wu 《Computers, Materials & Continua》 2025年第5期2619-2642,共24页
Load time series analysis is critical for resource management and optimization decisions,especially automated analysis techniques.Existing research has insufficiently interpreted the overall characteristics of samples... Load time series analysis is critical for resource management and optimization decisions,especially automated analysis techniques.Existing research has insufficiently interpreted the overall characteristics of samples,leading to significant differences in load level detection conclusions for samples with different characteristics(trend,seasonality,cyclicality).Achieving automated,feature-adaptive,and quantifiable analysis methods remains a challenge.This paper proposes a Threshold Recognition-based Load Level Detection Algorithm(TRLLD),which effectively identifies different load level regions in samples of arbitrary size and distribution type based on sample characteristics.By utilizing distribution density uniformity,the algorithm classifies data points and ultimately obtains normalized load values.In the feature recognition step,the algorithm employs the Density Uniformity Index Based on Differences(DUID),High Load Level Concentration(HLLC),and Low Load Level Concentration(LLLC)to assess sample characteristics,which are independent of specific load values,providing a standardized perspective on features,ensuring high efficiency and strong interpretability.Compared to traditional methods,the proposed approach demonstrates better adaptive and real-time analysis capabilities.Experimental results indicate that it can effectively identify high load and low load regions in 16 groups of time series samples with different load characteristics,yielding highly interpretable results.The correlation between the DUID and sample density distribution uniformity reaches 98.08%.When introducing 10% MAD intensity noise,the maximum relative error is 4.72%,showcasing high robustness.Notably,it exhibits significant advantages in general and low sample scenarios. 展开更多
关键词 Load time series load level detection threshold recognition density uniformity index outlier detection management systems engineering
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A time-over-threshold technique for PMT signals processing 被引量:4
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作者 LIU Xuzong LIU Shubin AN Qi 《Nuclear Science and Techniques》 SCIE CAS CSCD 2007年第3期164-171,共8页
A novel front-end circuit designed for PMT signals processing considering the solution of "Time Walk" correction is discussed in this paper. We are trying to apply the TOT (Time over Threshold) technique to ... A novel front-end circuit designed for PMT signals processing considering the solution of "Time Walk" correction is discussed in this paper. We are trying to apply the TOT (Time over Threshold) technique to our research. Different from traditional ways, where amplitude is measured, time width is measured for slew correction here, which takes the advantage of TDC. Expensive fast ADCs are abandoned and the whole time measurement electronics design becomes more effective and economical. Test boards have been developed and a convenient method is introduced to evaluate our TOT technique. Results have shown that a 10ps slew correction resolution is achieved throughout the amplitude range from -108mV to -2000mV for negative signals of both 5 ns leading and trailing edge with 10 ns 50%-50% pulse width. 展开更多
关键词 光电倍增管 脉冲 时间测量 回转修正
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AB056. Multisensory stochastic facilitation: effect of thresholds and reaction times
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作者 Vanessa Harrar Eduardo J.Lugo +1 位作者 Raphael Doti Jocelyn Faubert 《Annals of Eye Science》 2018年第1期462-462,共1页
Background:The concept of stochastic facilitation suggests that the addition of precise amounts of white noise can improve the perceptibility of a stimulus of weak amplitude.We know from previous research that tactile... Background:The concept of stochastic facilitation suggests that the addition of precise amounts of white noise can improve the perceptibility of a stimulus of weak amplitude.We know from previous research that tactile and auditory noise can facilitate visual perception,respectively.Here we wanted to see if the effects of stochastic facilitation generalise to a reaction time paradigm,and if reaction times are correlated with tactile thresholds.We know that when multiple sensory systems are stimulated simultaneously,reaction times are faster than either stimulus alone,and also faster than the sum of reaction times(known as the race model).Methods:Five participants were re-tested in five blocks each of which contained a different background noise levels,randomly ordered across sessions.At each noise level,they performed a tactile threshold detection task and a tactile reaction time task.Results:Both tactile threshold and tactile reaction times were significantly affected by the background white noise.While the preferred amplitude for the white noise was different for every participant,the average lowest threshold was obtained with white noise presented binaurally at 70 db.The reaction times were analysed by fitting an ex-Gaussian,the sum of a Gaussian function and an exponential decay function.The white noise significantly affected the exponential parameter(tau)in a way that is compatible with the facilitation of thresholds.Conclusions:We therefore conclude that multisensory reaction time facilitation can,at least in part,be explained by stochastic facilitation of the neural signals. 展开更多
关键词 Stochastic resonance reaction time tactile threshold MULTISENSORY CROSSMODAL
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REAL-TIME PCR方法测定转基因小麦中外源基因拷贝数 被引量:14
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作者 李淑洁 张正英 《中国生物工程杂志》 CAS CSCD 北大核心 2010年第3期90-94,共5页
采用SYBR GreenⅠreal-time PCR方法检测7株转基因小麦中外源半夏凝集素基因的拷贝数。以小麦蜡质基因(wx012)作为内参基因,以未转基因小麦基因组DNA为内参基因标准品进行5倍梯度稀释得到内参基因CT值与起始模板量的相关性标准曲线:y=-0... 采用SYBR GreenⅠreal-time PCR方法检测7株转基因小麦中外源半夏凝集素基因的拷贝数。以小麦蜡质基因(wx012)作为内参基因,以未转基因小麦基因组DNA为内参基因标准品进行5倍梯度稀释得到内参基因CT值与起始模板量的相关性标准曲线:y=-0.2667x+6.98;以含半夏凝集素基因(pta)的质粒DNA为目的基的因标准品同样进行5倍梯度稀释,建立目的基因CT值与起始模板量的相关性标准曲线:y=-0.2118x+4.53。通过SYBR GreenⅠreal-time PCR分别获得每一样本中目的基因和内参基因的CT值,将CT值分别代入标准曲线计算该样本中内参基因和目的基因起始模板量,目的基因与内参基因起始模板量比值即是目的基因在该转基因植株中的拷贝数。计算结果为:单拷贝的有1株,2个拷贝1株,3拷贝和4拷贝的各有2株,其中有1株为假阳性植株。 展开更多
关键词 SYBR GreenⅠ实时荧光定量PCR C_T值 PTA wx012 转基因小麦 拷贝数
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Real-time PCR法用于日本血吸虫感染宿主血清DNA的定量检测及其感染度的评价 被引量:4
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作者 官威 许静 +3 位作者 孙缓 梁松 董兰兰 夏超明 《中国人兽共患病学报》 CAS CSCD 北大核心 2014年第3期263-267,277,共6页
目的以日本血吸虫高度重复序列-逆转录转座子SjR2为靶序列,建立TaqMan实时定量PCR法检测宿主血清中的日本血吸虫DNA用于评价感染度。方法以real-time PCR法检测不同感染度的家兔模型血清DNA。结果该法具有高度的敏感性和特异性,可以检测... 目的以日本血吸虫高度重复序列-逆转录转座子SjR2为靶序列,建立TaqMan实时定量PCR法检测宿主血清中的日本血吸虫DNA用于评价感染度。方法以real-time PCR法检测不同感染度的家兔模型血清DNA。结果该法具有高度的敏感性和特异性,可以检测到44.7拷贝的重组质粒DNA。在感染家兔后的3d到7周血清中均能检测到血吸虫DNA,不同感染度早期检测的时间节点及其检测阈值分别为,家兔感染30条尾蚴(EPG=14)需在感染后2周才能检测到目的DNA,其含量为119.03拷贝,感染50条尾蚴(EPG=24)、感染100条尾蚴(EPG=48)则在感染后1周可检测到目的DNA,其含量分别为54.36拷贝和72.24拷贝,在家兔感染200条尾蚴(EPG=97)、感染500条尾蚴(EPG=232)最早在感染后3d即可检测到目的 DNA,其含量分别为60.34拷贝和142.47拷贝。日本血吸虫感染宿主血清DNA水平与感染度呈正相关,即血清DNA浓度随感染度的增大而上升。结论本研究所建立的real-time PCR法可定量检测血清DNA动态变化并对日本血吸虫病诊断及感染度的评价具有潜在的应用价值,为日本血吸虫病诊断与疗效考核提供了新方法。 展开更多
关键词 日本血吸虫 TaqMan实时定量PCR 血清DNA 感染度 检测阈值
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A new dynamic pushback control method for reducing fuel-burn costs: Using predicted taxi-out time 被引量:13
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作者 Guan LIAN Yaping ZHANG +2 位作者 Zhiwei XING Qian LUO Shaowu CHENG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第3期660-673,共14页
Long departure-taxi-out time leads to significant airport surface congestion, fuel-burn costs, and excessive emissions of greenhouse gases. To reduce these undesirable effects, a Predicted taxi-out time-based Dynamic ... Long departure-taxi-out time leads to significant airport surface congestion, fuel-burn costs, and excessive emissions of greenhouse gases. To reduce these undesirable effects, a Predicted taxi-out time-based Dynamic Pushback Control(PDPC) method is proposed. The implementation of this method requires two steps: first, the taxi-out times for aircraft are predicted by the leastsquares support-vector regression approach of which the parameters are optimized by an introduced improved Firefly algorithm. Then, a dynamic pushback control model equipped with a linear gate-hold penalty function is built, along with a proposed iterative taxiway queue-threshold optimization algorithm for solving the model. A case study with data obtained from Beijing International airport(PEK) is presented. The taxi-out time prediction model achieves predictive accuracy within 3 min and 5 min by 84.71% and 95.66%, respectively. The results of the proposed pushback method show that total operation cost and fuel-burn cost achieve a 14.0% and 21.1%reduction, respectively, as compared to the traditional K-control policy.(3) From the perspective of implementation, using PDPC policy can significantly reduce the queue length in taxiway and taxi-out time. The total operation cost and fuel-burn cost can be curtailed by 37.2% and 52.1%,respectively, as compared to the non-enforcement of any pushback control mechanism. These results show that the proposed pushback control model can reduce fuel-burn costs and airport surface congestion effectively. 展开更多
关键词 Airport surface operation Fuel-burn cost Gate-hold time Pushback control Taxi-out time prediction Taxiway queue threshold
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CLASSICAL RISK MODEL WITH THRESHOLD DIVIDEND STRATEGY 被引量:6
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作者 周明 郭军义 《Acta Mathematica Scientia》 SCIE CSCD 2008年第2期355-362,共8页
In this article, a threshold dividend strategy is used for classical risk model. Under this dividend strategy, certain probability of ruin, which occurs in case of constant barrier strategy, is avoided. Using the stro... In this article, a threshold dividend strategy is used for classical risk model. Under this dividend strategy, certain probability of ruin, which occurs in case of constant barrier strategy, is avoided. Using the strong Markov property of the surplus process and the distribution of the deficit in classical risk model, the survival probability for this model is derived, which is more direct than that in Asmussen(2000, P195, Proposition 1.10). The occupation time of non-dividend of this model is also discussed by means of Martingale method. 展开更多
关键词 threshold dividend strategy RUIN occupation time piecewise deterministic Markov process
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Study of road tunnel threshold zone lighting reduction coefficient 被引量:5
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作者 DU Feng WENG Ji +1 位作者 HU Ying-kui CAI Xian-yun 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第9期2040-2048,共9页
The luminance in the road tunnel threshold zone attracts broad attention due to its enormous energy consumption and direct influence on tunnel transportation security.Current lighting design methods in threshold zones... The luminance in the road tunnel threshold zone attracts broad attention due to its enormous energy consumption and direct influence on tunnel transportation security.Current lighting design methods in threshold zones mostly adopt the reduction coefficient method.However,the determination of reduction coefficient k simply considers tunnel design speed and flow rate,while excluding outside tunnel luminance and threshold zone color temperature and luminance,which have a major impact on driver visual adaptation.Existing problems in the determination of k value are analyzed;a visual performance experiment is utilized;and the reaction time of drivers in changeable outside tunnel luminance and threshold zone color temperature and luminance conditions is obtained;thus,the equations concerning reduction coefficient variation law are derived.In the end,a comparative analysis is made of the k values of the reduction coefficient stipulated by various norms under different color temperature conditions. 展开更多
关键词 tunnel lighting visual performance threshold zone reduction coefficient reaction time
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Analysis On an SEIRS Epidemic Model with Pulse Vaccination and Two Time Delays 被引量:3
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作者 GAO Jian-zhong ZHANG Tai-lei 《Chinese Quarterly Journal of Mathematics》 2019年第1期75-87,共13页
In this paper, an SEIRS epidemic model with pulse vaccination and two time delays is proposed. By using stroboscopic map and comparison principle, the disease-free periodic solution(DFPS for short) is obtained and the... In this paper, an SEIRS epidemic model with pulse vaccination and two time delays is proposed. By using stroboscopic map and comparison principle, the disease-free periodic solution(DFPS for short) is obtained and the global asymptotic stability of the DFPS is proved. The sufficient conditions for the permanence of the model are obtained. In addition, numerical simulations are done to confirm our theoretical results. 展开更多
关键词 impulsive vaccination time delay threshold values global stability PERMANENCE
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Study on Advanced Water Injection Time in Low Permeability Reservoir 被引量:3
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作者 Lijun Wang Linli Wei 《Energy and Power Engineering》 2011年第2期194-197,共4页
A certain formation pressure level must be kept due to the threshold pressure of the low-permeability reser-voir during the seepage. Advanced water injection can keep the formation pressure at a higher level and keep ... A certain formation pressure level must be kept due to the threshold pressure of the low-permeability reser-voir during the seepage. Advanced water injection can keep the formation pressure at a higher level and keep a higher pressure gradient, which is an effective way to develop low-permeability reservoir. Based on the mechanism of advanced water injection and characteristic of porous flow in low permeability reservoir, a seepage model considering threshold pressure gradient is established to determine the formation pressure distribution at anytime as the water is injected at a constant speed. The optimum water injection time for the advanced water injection technology can be determined by using this model. The calculated result coincides basically with the numerical simulation result, which indicates that the model put forward in this paper is feasible. 展开更多
关键词 Advanced Water INJECTION INJECTION time RESERVOIR PRESSURE threshold PRESSURE GRADIENT
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基于time偏移机制的移动传感网数据中继节点感知优化算法 被引量:3
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作者 黄煜栋 郝平 《微电子学与计算机》 CSCD 北大核心 2017年第4期69-75,共7页
为解决移动传感网数据传输过程中中继节点转发数据能力较弱,且难以降低数据链路的拥塞水平,易导致网络拥塞的难题,提出了基于time偏移机制的移动传感网数据中继节点感知优化算法.首先,通过感知节点拟碰撞过程中的time偏移因素,采取级联... 为解决移动传感网数据传输过程中中继节点转发数据能力较弱,且难以降低数据链路的拥塞水平,易导致网络拥塞的难题,提出了基于time偏移机制的移动传感网数据中继节点感知优化算法.首先,通过感知节点拟碰撞过程中的time偏移因素,采取级联判断机制,计算最佳数据传输成功率,实现对网络传输链路的筛选;然后根据节点数据成功传输率,通过分析节点的数据接收-发过程,计算数据转发投递阈值,降低了数据转发过程中的时延;随后基于节点自适应感知的方式,在节点存在多条数据传输路径时,通过定义节点缓存拥塞控制规则,优化传输节点的缓存拥塞控制,降低数据链路抖动对传输的影响.仿真实验表明:与CS_WSN算法、PR_CARA算法相比,此算法具有更高的下一跳传输节点的成功投递概率与数据分组传输水平,以及更低的链路拥塞程度,且有效降低了数据传输的时延. 展开更多
关键词 移动传感网络 time偏移 中继节点感知 节点缓存拥塞控制 投递阈值
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Few-shot working condition recognition of a sucker-rod pumping system based on a 4-dimensional time-frequency signature and meta-learning convolutional shrinkage neural network 被引量:2
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作者 Yun-Peng He Chuan-Zhi Zang +4 位作者 Peng Zeng Ming-Xin Wang Qing-Wei Dong Guang-Xi Wan Xiao-Ting Dong 《Petroleum Science》 SCIE EI CAS CSCD 2023年第2期1142-1154,共13页
The accurate and intelligent identification of the working conditions of a sucker-rod pumping system is necessary. As onshore oil extraction gradually enters its mid-to late-stage, the cost required to train a deep le... The accurate and intelligent identification of the working conditions of a sucker-rod pumping system is necessary. As onshore oil extraction gradually enters its mid-to late-stage, the cost required to train a deep learning working condition recognition model for pumping wells by obtaining enough new working condition samples is expensive. For the few-shot problem and large calculation issues of new working conditions of oil wells, a working condition recognition method for pumping unit wells based on a 4-dimensional time-frequency signature (4D-TFS) and meta-learning convolutional shrinkage neural network (ML-CSNN) is proposed. First, the measured pumping unit well workup data are converted into 4D-TFS data, and the initial feature extraction task is performed while compressing the data. Subsequently, a convolutional shrinkage neural network (CSNN) with a specific structure that can ablate low-frequency features is designed to extract working conditions features. Finally, a meta-learning fine-tuning framework for learning the network parameters that are susceptible to task changes is merged into the CSNN to solve the few-shot issue. The results of the experiments demonstrate that the trained ML-CSNN has good recognition accuracy and generalization ability for few-shot working condition recognition. More specifically, in the case of lower computational complexity, only few-shot samples are needed to fine-tune the network parameters, and the model can be quickly adapted to new classes of well conditions. 展开更多
关键词 Few-shot learning Indicator diagram META-LEARNING Soft thresholding Sucker-rod pumping system time–frequency signature Working condition recognition
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Optimal Stopping Time to Buy an Asset When Growth Rate Is a Two-State Markov Chain 被引量:1
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作者 Pham Van Khanh 《American Journal of Operations Research》 2014年第3期132-141,共10页
In this paper we consider the problem of determining the optimal time to buy an asset in a position of an uptrend or downtrend in the financial market and currency market as well as other markets. Asset price is model... In this paper we consider the problem of determining the optimal time to buy an asset in a position of an uptrend or downtrend in the financial market and currency market as well as other markets. Asset price is modeled as a geometric Brownian motion with drift being a two-state Markov chain. Based on observations of asset prices, investors want to detect the change points of price trends as accurately as possible, so that they can make the decision to buy. Using filtering techniques and stochastic analysis, we will develop the optimal boundary at which investors implement their decisions when the posterior probability process reaches a certain threshold. 展开更多
关键词 Optimal STOPPING time POSTERIOR PROBABILITY threshold
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A 16-Channel high-resolution time and charge measurement module for the external target experiment in the CSR of HIRFL 被引量:4
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作者 赵雷 康龙飞 +2 位作者 周家稳 刘树彬 安琪 《Nuclear Science and Techniques》 SCIE CAS CSCD 2014年第1期27-32,共6页
High precision time measurement is required in the readout of the neutron wall and TOF walls in the external target experiment of the Cooling Storage Ring(CSR) project in the Heavy Ion Research Facility in Lanzhou(HIR... High precision time measurement is required in the readout of the neutron wall and TOF walls in the external target experiment of the Cooling Storage Ring(CSR) project in the Heavy Ion Research Facility in Lanzhou(HIRFL).Considering the time walk correction,both time and charge are measured in the readout electronics.In this 16-channel measurement module,time and charge information are digitized by TDCs at the same time based on the Time-Over-Threshold(TOT) method;meanwhile,by employing high-density ASIC chips,the electronics complexity is effectively reduced.Test results indicate that this module achieves a time resolution better than 25 ps and a charge resolution better than 5%over the input amplitude range from 50 mV to 3V. 展开更多
关键词 时间测量 HIRFL 电荷测量 测量模块 企业社会责任 高解析度 16通道 实验
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New Constructions of Dynamic Threshold Cryptosystem 被引量:4
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作者 龙宇 陈克非 毛贤平 《Journal of Shanghai Jiaotong university(Science)》 EI 2014年第4期431-435,共5页
This study deals with the dynamic property of threshold cryptosystem. A dynamic threshold cryptosystem allows the sender to choose the authorized decryption group and the threshold value for each message dynamically. ... This study deals with the dynamic property of threshold cryptosystem. A dynamic threshold cryptosystem allows the sender to choose the authorized decryption group and the threshold value for each message dynamically. We first introduce an identity based dynamic threshold cryptosystem, and then use the CanettiHalevi-Katz(CHK) transformation to transform it into a fully secure system in the traditional public key setting.Finally, the elegant dual system encryption technique is applied to constructing a fully secure dynamic threshold cryptosystem with adaptive security. 展开更多
关键词 threshold cryptosystem dynamic property dual system encryption one-time signature
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Above-threshold ionization of hydrogen atom in chirped laser fields 被引量:3
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作者 Yuan-Yuan Ni Song-Feng Zhao +2 位作者 Xiao-Yong Li Guo-Li Wang Xiao-Xin Zhou 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期288-294,共7页
Above-threshold ionization (ATI) of a hydrogen atom exposed to chirped laser fields is investigated theoretically by solving the time-dependent Schrodinger equation. By comparing the energy spectra, the two-dimensio... Above-threshold ionization (ATI) of a hydrogen atom exposed to chirped laser fields is investigated theoretically by solving the time-dependent Schrodinger equation. By comparing the energy spectra, the two-dimensional momentum spectra, and the angular distributions of photoelectron for the laser pulses with different chirp rates, we show a very clear chirp dependence both in the multiphoton and tunneling ionization processes but no chirp dependence in the single-photon ionization. We find that the chirp dependence in the multiphoton ionization based ATI can be attributed to the excited bound states. In the single-photon and tunneling ionization regimes, the electron can be removed directly from the ground state and thus the excited states may not be very important. It indicates that the chirp dependence in the tunneling ionization based ATI processes is mainly due to the laser pulses with different chirp rates, 展开更多
关键词 above-threshold ionization chirped laser field time-dependent Schrodinger equation
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Weld extraction from real-time radiograph based on bidirectional accumulator Hough Transform 被引量:2
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作者 邵家鑫 都东 +2 位作者 石涵 常保华 王力 《China Welding》 EI CAS 2011年第3期6-11,共6页
An effective approach is presented to extract welds from real-time radiographs, Firstly an algorithm based on an adaptive bidirectional threshold was proposed to segment the gradient image into ternary image, and then... An effective approach is presented to extract welds from real-time radiographs, Firstly an algorithm based on an adaptive bidirectional threshold was proposed to segment the gradient image into ternary image, and then the bidirectional accumulator Hough Transform was developed to extract weld edges from the ternary image. Different values of the coefficient proposed in the threshold algorithm were tested, and the proposed approach was applied to extract welds from real-time radiographic images of different types of welds with defects. Results show that the proposed method is adaptive and effective to extract welds from real-time radiographs of linear welds. 展开更多
关键词 real-time radiographic image weld extraction adaptive threshold bidirectional accumulator Hough Transform
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Influence of multi-photon excitation on the atomic above-threshold ionization 被引量:1
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作者 田原野 王春成 +7 位作者 李苏宇 郭福明 丁大军 Roeterdink Wim-Ga 陈基根 曾思良 刘学深 杨玉军 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第4期138-142,共5页
Using the time-dependent pseudo-spectral scheme, we solve the time-dependent Schrodinger equation of a hydrogen- like atom in a strong laser field in momentum space. The intensity-resolved photoelectron energy spectru... Using the time-dependent pseudo-spectral scheme, we solve the time-dependent Schrodinger equation of a hydrogen- like atom in a strong laser field in momentum space. The intensity-resolved photoelectron energy spectrum in abovethreshold ionization is obtained and further analyzed. We find that with the increase of the laser intensity, the abovethreshold ionization emission spectrum exhibits periodic resonance structure. By analyzing the population of atomic bound states, we find that it is the multi-photon excitation of bound state that leads to the occurrence of this phenomenon, which is in fairly good agreement with the experimental results. 展开更多
关键词 time-dependent pseudo-spectral scheme above-threshold ionization resonance structure
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Stationary Analysis of Geo/Geo/1 Queue with Two-Speed Service and the Optimal Switching Threshold for the Service Rate
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作者 Xudong Lin 《Applied Mathematics》 2015年第6期908-921,共14页
This paper considers a Geo/Geo/1 queueing system with infinite capacity, in which the service rate changes depending on the workload. Initially, when the number of customers in the system is less than a certain thresh... This paper considers a Geo/Geo/1 queueing system with infinite capacity, in which the service rate changes depending on the workload. Initially, when the number of customers in the system is less than a certain threshold L, low service rate is provided for cost saving. On the other hand, the high service rate is activated as soon as L customers accumulate in the system and such service rate is preserved until the system becomes completely empty even if the number of customers falls below L. The steady-state probability distribution and the expected number of customers in the system are derived. Through the first-step argument, a recursive algorithm for computing the first moment of the conditional sojourn time is obtained. Furthermore, employing the results of regeneration cycle analysis, the direct search method is also implemented to determine the optimal value of L for minimizing the long-run average cost rate function. 展开更多
关键词 Workload-Dependent SERVICE Switching threshold DISCRETE-time QUEUE Sojourn time Regeneration Cycle
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Associations of Time Spent on Study and Sleep with Anxiety and Depressive Symptoms in Junior High School Students:Report from the Large-Scale Monitoring of Basic Education Data in China
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作者 Hao Yao Shuzhen Chen 《International Journal of Mental Health Promotion》 2023年第9期1053-1065,共13页
In the context of the COVID-19 pandemic and under the pressure of high competitiveness for higher education in China,junior high school students’mental health is facing greater challenges.Understanding the time alloc... In the context of the COVID-19 pandemic and under the pressure of high competitiveness for higher education in China,junior high school students’mental health is facing greater challenges.Understanding the time allocation of study and sleep is necessary for developing effective prevention and treatment programs.Based on a survey of 31,057 junior high school students in 47 junior high schools in Gansu Province,China's Mainland,the study analyzed the associations of time spent on study and sleep with anxiety and depressive symptoms among junior high school students through chi-square test,ANOVA,logistic regression model and threshold regression model.It was found that 18.4%–21.1%of junior high school students had mild and above anxiety and depressive symptoms.Female junior high school students were more likely to have anxiety and depressive symptoms.In addition,time spent on study was significantly and positively associated with anxiety and depressive symptoms and time spent on sleep was significantly and negatively associated with anxiety and depressive symptoms.Late sleepers were more likely to suffer from anxiety and depressive tendencies.Reducing after-school study time appropriately and getting more sleep are beneficial in reducing anxiety and depression,but it is more important to ensure time of sleep.For the reduction of anxiety and depressive symptoms,the maximum time spent on study after school should not exceed 1.92 h,the minimum time spent on sleep at night should be more than 7 h and a 40-min lunch break should be guaranteed at noon. 展开更多
关键词 time spent on study time spent on sleep anxiety and depressive symptoms threshold regression
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