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Uncertainties of landslide susceptibility prediction: Influences of random errors in landslide conditioning factors and errors reduction by low pass filter method 被引量:3
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作者 Faming Huang Zuokui Teng +4 位作者 Chi Yao Shui-Hua Jiang Filippo Catani Wei Chen Jinsong Huang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2024年第1期213-230,共18页
In the existing landslide susceptibility prediction(LSP)models,the influences of random errors in landslide conditioning factors on LSP are not considered,instead the original conditioning factors are directly taken a... In the existing landslide susceptibility prediction(LSP)models,the influences of random errors in landslide conditioning factors on LSP are not considered,instead the original conditioning factors are directly taken as the model inputs,which brings uncertainties to LSP results.This study aims to reveal the influence rules of the different proportional random errors in conditioning factors on the LSP un-certainties,and further explore a method which can effectively reduce the random errors in conditioning factors.The original conditioning factors are firstly used to construct original factors-based LSP models,and then different random errors of 5%,10%,15% and 20%are added to these original factors for con-structing relevant errors-based LSP models.Secondly,low-pass filter-based LSP models are constructed by eliminating the random errors using low-pass filter method.Thirdly,the Ruijin County of China with 370 landslides and 16 conditioning factors are used as study case.Three typical machine learning models,i.e.multilayer perceptron(MLP),support vector machine(SVM)and random forest(RF),are selected as LSP models.Finally,the LSP uncertainties are discussed and results show that:(1)The low-pass filter can effectively reduce the random errors in conditioning factors to decrease the LSP uncertainties.(2)With the proportions of random errors increasing from 5%to 20%,the LSP uncertainty increases continuously.(3)The original factors-based models are feasible for LSP in the absence of more accurate conditioning factors.(4)The influence degrees of two uncertainty issues,machine learning models and different proportions of random errors,on the LSP modeling are large and basically the same.(5)The Shapley values effectively explain the internal mechanism of machine learning model predicting landslide sus-ceptibility.In conclusion,greater proportion of random errors in conditioning factors results in higher LSP uncertainty,and low-pass filter can effectively reduce these random errors. 展开更多
关键词 Landslide susceptibility prediction Conditioning factor errors Low-pass filter method Machine learning models Interpretability analysis
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Estimation of random errors for lidar based on noise scale factor 被引量:2
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作者 王欢雪 刘建国 张天舒 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第8期386-390,共5页
Estimation of random errors, which are due to shot noise of photomultiplier tube(PMT) or avalanche photodiode(APD) detectors, is very necessary in lidar observation. Due to the Poisson distribution of incident electro... Estimation of random errors, which are due to shot noise of photomultiplier tube(PMT) or avalanche photodiode(APD) detectors, is very necessary in lidar observation. Due to the Poisson distribution of incident electrons, there still exists a proportional relationship between standard deviation and square root of its mean value. Based on this relationship,noise scale factor(NSF) is introduced into the estimation, which only needs a single data sample. This method overcomes the distractions of atmospheric fluctuations during calculation of random errors. The results show that this method is feasible and reliable. 展开更多
关键词 atmospheric optics LIDAR random error noise factor noise scale factor
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BLU Factorization for Block Tridiagonal Matrices and Its Error Analysis
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作者 Chi-Ye Wu 《Advances in Linear Algebra & Matrix Theory》 2012年第4期39-42,共4页
A block representation of the BLU factorization for block tridiagonal matrices is presented. Some properties on the factors obtained in the course of the factorization are studied. Simpler expressions for errors incur... A block representation of the BLU factorization for block tridiagonal matrices is presented. Some properties on the factors obtained in the course of the factorization are studied. Simpler expressions for errors incurred at the process of the factorization for block tridiagonal matrices are considered. 展开更多
关键词 BLOCK TRIDIAGONAL MATRICES BLU factorIZATION error Analysis BLAS3
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Human Factor Based Leadership: Critical Leadership Tools to Reduce Burnout and Latent Error in a Time of Accelerating Change 被引量:1
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作者 Michael R. Privitera 《Health》 2019年第9期1224-1245,共22页
The majority of errors in healthcare are from systems factors that create the latent conditions for error to occur. The majority of occupational stressors causing burnout are also the result of systemic factors. Advan... The majority of errors in healthcare are from systems factors that create the latent conditions for error to occur. The majority of occupational stressors causing burnout are also the result of systemic factors. Advances in technology create new levels of stress and expectations on healthcare workers (HCW) with an endless infusion of requirements from multiple authoritative sources that are tracked and monitored. The quality of care and safety of patients is affected by the wellbeing of HCWs who now practice in an environment that has become more complex to navigate, often expending limited neural resource (brainpower) on classifying, organizing, constantly making decisions on how and when they can accomplish what is required(extraneous cognitive load) in addition to direct patient care. New information demonstrates profound biological impact on the brains of those who have burnout in areas that affect the quality and safety of the decisions they make-which affects risk to patients in healthcare. Healthcare administration curriculum currently does not include ways to address these stress-induced problems in healthcare delivery. The science of human factors and ergonomics (HFE) promotes system performance and worker wellbeing. Patient safety is one component of system performance. Since many requirements come without resource to accomplish them, it becomes incumbent upon health system leadership to organize the means for completion of these to minimize the needless loss of brain power diverted away from the delivery of patient care. Human Factor-Based Leadership (HFBL) is an interactive, problem solving seminar series designed for healthcare leaders. The purpose is to provide relevant human factor science to integrate into their leadership and management decisions to make HCWs occupational environment more manageable and sustainable-which makes safer conditions for clinician wellbeing and patient care. After learning the content, a cohort of healthcare leaders believed that adequately addressing HFE in healthcare delivery would significantly reduce clinician burnout and risk of latent errors from upstream leadership decisions. An overview of the content of the seminars is described. Leadership feedback on usability of these seminars is reported. Three HFBL seminars described are Human Factor Relevance in Leadership, Biopsychosocial Approach to Wellness and Burnout, Human Factor Based Leadership: Examples and Applications. 展开更多
关键词 LEADERSHIP BURNOUT LATENT Conditions LATENT error Patient Safety Quality of Care Human factor Science COGNITIVE Load OCCUPATIONAL Stress Work Environment Healthcare
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司法鉴定错误:界定、因素及其制度意涵
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作者 杨立云 《中国司法鉴定》 2026年第1期1-8,共8页
司法鉴定错误在司法实践中常产生争议,其基本原因在于对司法鉴定错误的本质认识不清晰,进而无法对司法鉴定错误进行准确定义。围绕“什么是司法鉴定错误”这一核心问题展开论述。首先,通过回答“什么是错误”,为界定司法鉴定错误设定前... 司法鉴定错误在司法实践中常产生争议,其基本原因在于对司法鉴定错误的本质认识不清晰,进而无法对司法鉴定错误进行准确定义。围绕“什么是司法鉴定错误”这一核心问题展开论述。首先,通过回答“什么是错误”,为界定司法鉴定错误设定前提。其次,通过对司法鉴定错误的描述对象及其本质的梳理,明晰司法鉴定错误的定义。最后,分析导致司法鉴定错误的人力因素、工具因素、证据因素和规范因素,明确司法鉴定错误的产生因素。明确司法鉴定错误的边界,能够助推司法鉴定立法和鉴定意见采信制度的完善,同时有助于司法鉴定技术标准和司法鉴定质量管理制度的持续优化。 展开更多
关键词 司法鉴定错误 错误本质 致错因素 制度意涵
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地面接收系统G/T值的射电源测量方法及误差分析
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作者 周慧 王前 《无线电工程》 2026年第1期92-103,共12页
增益噪声温度比(Gain to Noise Temperature Ratio,G/T)是衡量卫星地面接收系统性能的关键指标,其测量精度直接影响系统性能评估的有效性。为提高G/T值的测量精度,系统阐述了利用射电源进行G/T值测试的原理和方法,提出了射电源大气吸收... 增益噪声温度比(Gain to Noise Temperature Ratio,G/T)是衡量卫星地面接收系统性能的关键指标,其测量精度直接影响系统性能评估的有效性。为提高G/T值的测量精度,系统阐述了利用射电源进行G/T值测试的原理和方法,提出了射电源大气吸收修正因子、波束展宽修正因子、射电源流量随时间变化修正因子的精确计算模型,并给出了射电源通量密度曲线及修正因子曲线。在此基础上,利用月亮和仙后座A对中等口径天线进行G/T值测量,系统分析了G/T值的测量误差,验证了所提计算模型的有效性,为提高G/T值测量的精确性与可靠性提供了科学依据和实践指导。 展开更多
关键词 增益噪声温度比 射电源 修正因子 误差分析
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具有GARCH-normal-error时序的贝叶斯单位根检验
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作者 施晓燕 史代敏 《统计与决策》 CSSCI 北大核心 2022年第7期16-19,共4页
针对时间序列呈现尖峰厚尾、条件方差时变特征时,DF检验功效性较低的问题,文章基于贝叶斯理论设计了MCMC抽样算法,检验具有GARCH-normal-error时序的平稳性,并用Monte Carlo模拟仿真验证贝叶斯单位根检验的可行性与有效性,结果表明:贝... 针对时间序列呈现尖峰厚尾、条件方差时变特征时,DF检验功效性较低的问题,文章基于贝叶斯理论设计了MCMC抽样算法,检验具有GARCH-normal-error时序的平稳性,并用Monte Carlo模拟仿真验证贝叶斯单位根检验的可行性与有效性,结果表明:贝叶斯单位根检验的稳健性较好,样本容量、ρ的大小及波动参数和单整程度的差异对单位根检验势的影响均不大;当ρ<0.7时,DF检验的势略高于贝叶斯方法,但当ρ> 0.7时,贝叶斯方法的势远高于DF检验;DF k检验与DFτ检验的可靠性受样本容量的影响较大。 展开更多
关键词 GARCH-normal-error 贝叶斯因子 单位根检验 势函数
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Excitation Prediction by Dynamic Transmission Error under Sliding Friction in Helical Gear System 被引量:1
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作者 李文良 王黎钦 常山 《Transactions of Tianjin University》 EI CAS 2013年第6期448-453,共6页
Monte Carlo method was adopted to calculate the meshing error considering the manufacture error and assembly error of the meshing point along the time-varying contact line for helical gear pair. The flexural-torsion-a... Monte Carlo method was adopted to calculate the meshing error considering the manufacture error and assembly error of the meshing point along the time-varying contact line for helical gear pair. The flexural-torsion-axis dynamic model coupled was established under the tooth friction force and solved by the perturbation method to compute real dynamic tooth load. The change laws of the friction force and friction torque were obtained in a meshing period. The transmission error formulation was analyzed to introduce meshing excitations. The maximum dynamic transmission error, the maximum meshing force and the maximum dynamic factor were calculated under different speeds, external loads and damping factors. The conclusions can provide theoretical basis for the gear design especially in tooth profile correction. 展开更多
关键词 helical gear time-varying contact line transmission error dynamic factor
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Software defect prevention based on human error theories 被引量:1
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作者 Fuqun HUANG Bin LIU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2017年第3期1054-1070,共17页
Software defect prevention is an important way to reduce the defect introduction rate.As the primary cause of software defects,human error can be the key to understanding and preventing software defects.This paper pro... Software defect prevention is an important way to reduce the defect introduction rate.As the primary cause of software defects,human error can be the key to understanding and preventing software defects.This paper proposes a defect prevention approach based on human error mechanisms:DPe HE.The approach includes both knowledge and regulation training in human error prevention.Knowledge training provides programmers with explicit knowledge on why programmers commit errors,what kinds of errors tend to be committed under different circumstances,and how these errors can be prevented.Regulation training further helps programmers to promote the awareness and ability to prevent human errors through practice.The practice is facilitated by a problem solving checklist and a root cause identification checklist.This paper provides a systematic framework that integrates knowledge across disciplines,e.g.,cognitive science,software psychology and software engineering to defend against human errors in software development.Furthermore,we applied this approach in an international company at CMM Level 5 and a software development institution at CMM Level 1 in the Chinese Aviation Industry.The application cases show that the approach is feasible and effective in promoting developers' ability to prevent software defects,independent of process maturity levels. 展开更多
关键词 Human factor Human error Programming Root cause analysis Software defect prevention Software design Software quality Software psychology
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An improved four-dimensional variation source term inversion model with observation error regularization
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作者 Chao-shuai Han Xue-zheng Zhu +3 位作者 Jin Gu Guo-hui Yan Xiao-hui Gao Qin-wen Zuo 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第6期349-360,共12页
Aiming at the Four-Dimensional Variation source term inversion algorithm proposed earlier,the observation error regularization factor is introduced to improve the prediction accuracy of the diffusion model,and an impr... Aiming at the Four-Dimensional Variation source term inversion algorithm proposed earlier,the observation error regularization factor is introduced to improve the prediction accuracy of the diffusion model,and an improved Four-Dimensional Variation source term inversion algorithm with observation error regularization(OER-4DVAR STI model)is formed.Firstly,by constructing the inversion process and basic model of OER-4DVAR STI model,its basic principle and logical structure are studied.Secondly,the observation error regularization factor estimation method based on Bayesian optimization is proposed,and the error factor is separated and optimized by two parameters:error statistical time and deviation degree.Finally,the scientific,feasible and advanced nature of the OER-4DVAR STI model are verified by numerical simulation and tracer test data.The experimental results show that OER-4DVAR STI model can better reverse calculate the hazard source term information under the conditions of high atmospheric stability and flat underlying surface.Compared with the previous inversion algorithm,the source intensity estimation accuracy of OER-4DVAR STI model is improved by about 46.97%,and the source location estimation accuracy is improved by about 26.72%. 展开更多
关键词 Source term inversion Four dimensional variation Observation error regularization factor Bayesian optimization SF6 tracer test
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Iterative identification of output error model for industrial processes with time delay subject to colored noise 被引量:1
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作者 董世健 刘涛 +1 位作者 李明忠 曹毅 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2015年第12期2005-2012,共8页
To deal with colored noise and unexpected load disturbance in identification of industrial processes with time delay, a bias-eliminated iterative least-squares(ILS) identification method is proposed in this paper to e... To deal with colored noise and unexpected load disturbance in identification of industrial processes with time delay, a bias-eliminated iterative least-squares(ILS) identification method is proposed in this paper to estimate the output error model parameters and time delay simultaneously. An extended observation vector is constructed to establish an ILS identification algorithm. Moreover, a variable forgetting factor is introduced to enhance the convergence rate of parameter estimation. For consistent estimation, an instrumental variable method is given to deal with the colored noise. The convergence and upper bound error of parameter estimation are analyzed. Two illustrative examples are used to show the effectiveness and merits of the proposed method. 展开更多
关键词 Time delay system Output error model Recursive least-squares Instrumental variable Variable forgetting factor
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Adaptive Subspace Predictive Control with Time-varying Forgetting Factor 被引量:3
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作者 Li Zhang Shan-Zhi Xu Hong-Tao Zhao 《International Journal of Automation and computing》 EI CSCD 2014年第2期205-209,共5页
Aiming at the time-varying characteristics of industrial process, this paper introduces an adaptive subspace predictive control(ASPC) strategy with time-varying forgetting factor based on the original subspace predict... Aiming at the time-varying characteristics of industrial process, this paper introduces an adaptive subspace predictive control(ASPC) strategy with time-varying forgetting factor based on the original subspace predictive control algorithm(SPC). The new method uses model matching error to calculate the variable forgetting factor, and applies it to constructing Hankel data matrix.This makes the data represent the changes of system information better. For eliminating the steady state error, the derivation of the incremental control is made. Simulation results on a rotary kiln show that this control strategy has achieved a good control effect. 展开更多
关键词 Subspace predictive control time-varying forgetting factor model matching error ADAPTIVE rotary kiln.
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Identify gaps between local and international measures to avoid administration error on 1-year review in United Christian Hospital, Hong Kong
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作者 Lap Fung Tsang 《Open Journal of Nursing》 2013年第8期13-20,共8页
Many medication errors could be avoided if administration was more closely linked with structured monitoring. The contributory factors to administration errors occurred in one recent year were reviewed and identified ... Many medication errors could be avoided if administration was more closely linked with structured monitoring. The contributory factors to administration errors occurred in one recent year were reviewed and identified contributory factors to errors as six domains of administration principles according to the report from the Quality and Safety website. The current measures including guidelines, policy, and practices to prevent the administration errors identified in the previous step were searched from the United Christian Hospital (UCH) homepage. Meanwhile, the international measures suggested in literature were identified to address the administration errors identified. 41 cases were identified as medication errors related to administration error events, with total twenty contributory factors identified according to the incident report which identified five contributory factors as common causes. Measures to prevent interruption of medication round and measures to improve individual knowledge and skills, and personal responsebility were suggested to fill the gaps. The medication administration errors should be avoided through both education reinforcing programme and preventive interventions of distraction or interruption to the procedure after comparing the existing measures to the suggested measures from literature. This study was so important to improve the current measures to prevent medication administration errors. 展开更多
关键词 MEDICATION ADMINISTRATION errors Contributory factors Preventive Measures Gap REVIEW
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Dynamic Factor Method of Computing Dynamic Mathematical Model for System Simulation
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作者 老大中 吴娟 +1 位作者 杨策 蒋滋康 《Journal of Beijing Institute of Technology》 EI CAS 2003年第2期143-148,共6页
The computational methods of a typical dynamic mathematical model that can describe the differential element and the inertial element for the system simulation are researched. The stability of numerical solutions of t... The computational methods of a typical dynamic mathematical model that can describe the differential element and the inertial element for the system simulation are researched. The stability of numerical solutions of the dynamic mathematical model is researched. By means of theoretical analysis, the error formulas, the error sign criteria and the error relationship criterion of the implicit Euler method and the trapezoidal method are given, the dynamic factor affecting the computational accuracy has been found, the formula and the methods of computing the dynamic factor are given. The computational accuracy of the dynamic mathematical model like this can be improved by use of the dynamic factor. 展开更多
关键词 system simulation dynamic mathematical model computational method dynamic factor error
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Human factors in anaesthetic crisis
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作者 Rajkumar Chandran Kalindi A De Sousa 《World Journal of Anesthesiology》 2014年第3期203-212,共10页
This paper discusses some of the key aspects of human factors in anaesthesia for the improvement of patient safety. Medical errors have emerged as a serious issue in healthcare delivery. There has been new interest in... This paper discusses some of the key aspects of human factors in anaesthesia for the improvement of patient safety. Medical errors have emerged as a serious issue in healthcare delivery. There has been new interest in human factors as a means of reducing these errors. Human factors are important contributors to critical incidents and crises in anaesthesia. It has been shown that the prevalence of human factors in anaesthesia can be as high as 83%. Cognitive thinking process and biases involved are important in understanding human factors. Errors of cognition linked with human factors lead to anaesthetic errors and crisis. Multiple errors in the cognitive thinking process, known as "Cognitive dispositions to respond" have been identified leading to errors. These errors classified into latent or active can be easily identified in the clinical vignettes of serious medical errors. Application of the knowledge on human factors and use of cognitive de-biasing strategies can avoid human errors. These strategies could involve use of checklists, strategies to cope with stress and fatigue and the use of standard operating procedures. A safety culture and health care model designed to promote patient safety can compliment this further. Incorporation of these strategies strengthens the defence layers against the "Swiss Cheese" models, which exist in the health care industry. 展开更多
关键词 Safety errorS HUMAN errorS HUMAN factorS CRISIS ANAESTHESIA CRISIS
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On-line Monitoring of Insulation Dielectric Loss Factor Based on Balance Principle
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作者 Tianxiang CHEN Zhenhua SHAO +1 位作者 Shaozhen QIN Hong TIAN 《电力系统自动化》 EI CSCD 北大核心 2013年第21期180-183,共4页
关键词 介质损耗因数 平衡原则 在线监测 绝缘 相位误差 高精确度 电流传感器 位移传感器
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SEDSR: Soft Error Detection Using Software Redundancy
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作者 Seyyed Amir Asghari Atena Abdi +2 位作者 Hassan Taheri Hossein Pedram Saadat Pourmozaffari 《Journal of Software Engineering and Applications》 2012年第9期664-670,共7页
This paper presents a new method for soft error detection using software redundancy (SEDSR) that is able to detect transient faults. Soft errors damage the control flow and data of programs and designers usually use h... This paper presents a new method for soft error detection using software redundancy (SEDSR) that is able to detect transient faults. Soft errors damage the control flow and data of programs and designers usually use hardware-based solutions to handle them. Software-based techniques for soft error detection force less cost and delay to systems and do not change their configuration. Therefore, these kinds of methods are appropriate alternatives for hardware-based techniques. SEDSR has two separate parts for data and control flow errors detection. Fault injection method is used to compare SEDSR with previous methods of this field based on the new parameter of “Evaluation Factor” that takes in account fault coverage, memory and performance overheads. These parameters are important in real time safety critical applications. Experimental results on SPEC2000 and some traditional benchmarks of this field show that SEDSR is much better than previous methods of this field. SEDSR’s evaluation factor is about 50% better than other methods of this field. These results show its success in satisfaction of the existing tradeoff between fault coverage, performance and memory overheads. 展开更多
关键词 SOFT error DETECTION Control Flow errorS Data errorS Evaluation factor FAULT INJECTION
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Non-Full Rank Factorization of Finite Abelian Groups
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作者 Khalid Amin 《Open Journal of Discrete Mathematics》 2017年第2期51-53,共3页
Tilings of p-groups are closely associated with error-correcting codes. In [1], M. Dinitz, attempting to generalize full-rank tilings of ?Zn2??to arbitrary finite abelian groups, was able to show that if p &ge;5, ... Tilings of p-groups are closely associated with error-correcting codes. In [1], M. Dinitz, attempting to generalize full-rank tilings of ?Zn2??to arbitrary finite abelian groups, was able to show that if p &ge;5, then?Znp? admits full-rank tiling and left the case p=3, as an open question. The result proved in this paper the settles of the question for the case p=3. 展开更多
关键词 factorIZATION of ABELIAN GROUPS error-Correcting CODES
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结构强度试验校准值影响因素分类研究与应用
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作者 韩涛 常亮 +1 位作者 聂小华 段世慧 《工程与试验》 2025年第3期108-110,共3页
针对结构强度试验传感器校准问题,提出了一种校准过程影响因素分类方法。考虑校准流程中各环节可能对误差造成的影响,对现有主客观因素分类方法进行了细化,有效提高了分类对故障诊断的精确识别,提高了排查效率,达到了流程优化的目的。... 针对结构强度试验传感器校准问题,提出了一种校准过程影响因素分类方法。考虑校准流程中各环节可能对误差造成的影响,对现有主客观因素分类方法进行了细化,有效提高了分类对故障诊断的精确识别,提高了排查效率,达到了流程优化的目的。该分类方法可以指导校准故障诊断系统的优化升级,所提分类方法便于故障分类识别,提高了一次性排故成功率,具有一定的实际应用价值。 展开更多
关键词 结构强度试验 传感器 校准误差 影响因素
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考虑误差因素的渐开线少齿差行星传动优化设计
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作者 何卫东 张喆 张迎辉 《大连交通大学学报》 2025年第6期58-67,共10页
针对目前渐开线少齿差行星齿轮副在几何设计时未考虑误差因素的问题,以理论齿侧间隙计算为基础,开展综合偏心量、相邻齿距差与实际齿侧间隙的关联性研究,明确了误差因素影响下实际中心距、啮合角、变位系数及实际齿侧间隙的关系,进而提... 针对目前渐开线少齿差行星齿轮副在几何设计时未考虑误差因素的问题,以理论齿侧间隙计算为基础,开展综合偏心量、相邻齿距差与实际齿侧间隙的关联性研究,明确了误差因素影响下实际中心距、啮合角、变位系数及实际齿侧间隙的关系,进而提出以误差影响下的最小啮合角为优化目标、变位系数为优化变量的齿轮副设计方法,并通过对比试验验证遗传算法优化设计方式的可行性与优越性。在不考虑误差的理想状态下,正常工作的少齿差齿轮副中,啮合齿对前后非工作齿对的齿侧间隙极小,其间隙与齿轮副的设计参数及与啮合齿对的距离相关,啮合角越小齿侧间隙越小。综合偏心量和相邻齿距差的影响,实际中心距的上下波动对实际齿侧间隙的影响十分显著。在精度等级不变的情况下,综合偏心量为公差范围内的定值,将其影响等效到中心距后,建立实际中心距的波动方程,进而得到实际中心距与实际齿侧间隙的数学模型。通过分析实际齿侧间隙与相邻齿距差的关系,得到避免齿轮副啮合干涉的最小中心距。基于遗传算法建立以最小啮合角为优化目标、变位系数为优化变量、最小中心距为约束条件之一的优化设计模型。设计搭载优化前后齿轮副的星轮减速器,开展空载传动误差试验,验证了所提遗传算法的可行性和优越性,对少齿差行星机构的精密设计与制造具有参考及指导意义。 展开更多
关键词 少齿差 误差因素 齿侧间隙 优化设计
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