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Computer Programs for Prediction of Mining Area Deformation with Time Factor Taken into Consideration 被引量:2
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作者 BIALEK Jan 《Journal of China University of Mining and Technology》 2002年第1期6-11,共6页
This paper discussed the current of works on computerisation of all problems related to mining subsidence, including the time factor,carried out in the Division of Mining Geodesy of Technical University of Silesia, Po... This paper discussed the current of works on computerisation of all problems related to mining subsidence, including the time factor,carried out in the Division of Mining Geodesy of Technical University of Silesia, Poland. First, the formulas implemented in the programs were presented. These formulas considerably increase the description accuracy of final deformations by taking into uncaved strip along extraction rib (extraction margin). They also improve the deformation description of areas located far from the extraction place. Then, the research results aiming to improving the description of deformation with time were introduced. Finally, the Windows based version of the program for the creation of mining geological opinions were presented in the form accepted by Mining Offices of Poland. 展开更多
关键词 mining subsidence PROGRAM time factor
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News recommendation based on time factor and word embedding 被引量:1
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作者 Gu Yiran Zhou Peng Yang Haigen 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2021年第5期82-90,共9页
Existing algorithms of news recommendations lack in depth analysis of news texts and timeliness. To address these issues, an algorithm for news recommendations based on time factor and word embedding(TFWE) was propose... Existing algorithms of news recommendations lack in depth analysis of news texts and timeliness. To address these issues, an algorithm for news recommendations based on time factor and word embedding(TFWE) was proposed to improve the interpretability and precision of news recommendations. First, TFWE used term frequency-inverse document frequency(TF-IDF) to extract news feature words and used the bidirectional encoder representations from transformers(BERT) pre-training model to convert the feature words into vector representations. By calculating the distance between the vectors, TFWE analyzed the semantic similarity to construct a user interest model. Second, considering the timeliness of news, a method of calculating news popularity by integrating time factors into the similarity calculation was proposed. Finally, TFWE combined the similarity of news content with the similarity of collaborative filtering(CF) and recommended some news with higher rankings to users. In addition, results of the experiments on real dataset showed that TFWE significantly improved precision, recall, and F1 score compared to the classic hybrid recommendation algorithm. 展开更多
关键词 news recommendation time factor word embedding user interest model
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An Improved Hybrid Collaborative Filtering Algorithm Based on Tags and Time Factor 被引量:4
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作者 Chunxia Zhang Ming Yang +1 位作者 Jing Lv Wanqi Yang 《Big Data Mining and Analytics》 2018年第2期128-136,共9页
The Collaborative Filtering(CF) recommendation algorithm, one of the most popular algorithms in Recommendation Systems(RS), mainly includes memory-based and model-based methods. When performing rating prediction using... The Collaborative Filtering(CF) recommendation algorithm, one of the most popular algorithms in Recommendation Systems(RS), mainly includes memory-based and model-based methods. When performing rating prediction using a memory-based method, the approach used to measure the similarity between users or items can significantly influence the recommendation performance. Traditional CFs suffer from data sparsity when making recommendations based on a rating matrix, and cannot effectively capture changes in user interest. In this paper, we propose an improved hybrid collaborative filtering algorithm based on tags and a time factor(TTHybridCF), which fully utilizes tag information that characterizes users and items. This algorithm utilizes both tag and rating information to calculate the similarity between users or items. In addition, we introduce a time weighting factor to measure user interest, which changes over time. Our experimental results show that our method alleviates the sparsity problem and demonstrates promising prediction accuracy. 展开更多
关键词 RECOMMENDATION system SIMILARITY TAG time 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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A time domain induced polarization relaxation time spectrum inversion method based on a damping factor and residual correction 被引量:2
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作者 Liu Xiaonan Kong Li +1 位作者 Zhou Kaibo Zhang Pu 《Petroleum Science》 SCIE CAS CSCD 2014年第4期519-525,共7页
Relaxation time spectra (RTS) derived from time domain induced polarization data (TDIP) are helpful to assess oil reservoir pore structures. However, due to the sensitivity to the signal-to-noise ratio (SNR), th... Relaxation time spectra (RTS) derived from time domain induced polarization data (TDIP) are helpful to assess oil reservoir pore structures. However, due to the sensitivity to the signal-to-noise ratio (SNR), the inversion accuracy of the traditional singular value decomposition (SVD) inversion method reduces with a decrease of SNR. In order to enhance the inversion accuracy and improve robustness of the inversion method to the SNR, an improved inversion method, based on damping factor and spectrum component residual correction, is proposed in this study. The numerical inversion results show that the oscillation of the RTS derived from the SVD method increased with a decrease of SNR, which makes it impossible to get accurate inversion components. However, the SNR has little influence on inversion components of the improved method, and the RTS has high inversion accuracy and robustness. Moreover, RTS derived from core sample data is basically in accord with the pore-size distribution curve, and the RTS derived from the actual induced polarization logging data is smooth and continuous, which indicates that the improved method is practicable. 展开更多
关键词 Inversion method damping factor relaxation time spectrum time domain inducedpolarization spectrum component residual correction
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Impact factors and citation times of Chinese scientific journals covered by ISI JCR(2000-2003)
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《World Journal of Gastroenterology》 SCIE CAS CSCD 2004年第13期F003-F003,共1页
关键词 Impact factors and citation times of Chinese scientific journals covered by ISI JCR 2003 ISI
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Feature Extraction and Recognition for Rolling Element Bearing Fault Utilizing Short-Time Fourier Transform and Non-negative Matrix Factorization 被引量:30
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作者 GAO Huizhong LIANG Lin +1 位作者 CHEN Xiaoguang XU Guanghua 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第1期96-105,共10页
Due to the non-stationary characteristics of vibration signals acquired from rolling element bearing fault, thc time-frequency analysis is often applied to describe the local information of these unstable signals smar... Due to the non-stationary characteristics of vibration signals acquired from rolling element bearing fault, thc time-frequency analysis is often applied to describe the local information of these unstable signals smartly. However, it is difficult to classitythe high dimensional feature matrix directly because of too large dimensions for many classifiers. This paper combines the concepts of time-frequency distribution(TFD) with non-negative matrix factorization(NMF), and proposes a novel TFD matrix factorization method to enhance representation and identification of bearing fault. Throughout this method, the TFD of a vibration signal is firstly accomplished to describe the localized faults with short-time Fourier transform(STFT). Then, the supervised NMF mapping is adopted to extract the fault features from TFD. Meanwhile, the fault samples can be clustered and recognized automatically by using the clustering property of NMF. The proposed method takes advantages of the NMF in the parts-based representation and the adaptive clustering. The localized fault features of interest can be extracted as well. To evaluate the performance of the proposed method, the 9 kinds of the bearing fault on a test bench is performed. The proposed method can effectively identify the fault severity and different fault types. Moreover, in comparison with the artificial neural network(ANN), NMF yields 99.3% mean accuracy which is much superior to ANN. This research presents a simple and practical resolution for the fault diagnosis problem of rolling element bearing in high dimensional feature space. 展开更多
关键词 time-frequency distribution non-negative matrix factorization rolling element bearing feature extraction
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Analysis on Influence Factors of Real-time Identification of Neural Network in Sheet Intelligent Bending
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作者 Su Chunjian, Zhang Guangheng, Guo Sumin Shandong University of Science and Technology, Qingdao 266510, China 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2011年第S3期14-18,共5页
The scheme of intelligent control system of cap-bending has been advanced in this paper using the neural network technology, based on the prominent problem that bending springback difficult to control accurately durin... The scheme of intelligent control system of cap-bending has been advanced in this paper using the neural network technology, based on the prominent problem that bending springback difficult to control accurately during the forming process of cap-bending. The key technology of real-time identification for material performance parameter and friction coefficient was researched, and the back-propagation neural network of real-time identification for material performance parameters and friction coefficient was established, which can real-time identify the needed material performance parameters through the real-time monitoring variable. Factors that affecting recognition results of neural network model were analyzed, such as influences of the selection of the sample date and the algorithm for identification result. Factors affecting neural network generalization ability were discussed, such as influences of the selection of the sample date and the node number of the hidden layer for generalization ability. The results provide a guarantee for improving the convergence accuracy and the generalization ability of network, and provide a basis for the building of intelligent bending control of network model. 展开更多
关键词 SHEET BENDING INTELLIGENT control REAL-time identification influence factor
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The Time-Frequency Energy Attenuation Factor and Its Application on the Basis of Gauss Linear Frequency-Modulated Continuous Wavelet Transform
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作者 LiuXiqiang ShenPing +4 位作者 LiHong ShanChanglun JiAidong ZhangPing CaiMingjun 《Earthquake Research in China》 2004年第1期42-53,共12页
Based on the Gauss linear frequency modulated wavelet transform, a new characteristic index is presented, namely time frequency energy attenuation factor which can reflect the difference features of waveform in earthq... Based on the Gauss linear frequency modulated wavelet transform, a new characteristic index is presented, namely time frequency energy attenuation factor which can reflect the difference features of waveform in earthquake focus mechanism, wave traveling path and its attenuation characteristics in focal area or near field. In order to test its validity, we select the natural earthquakes and explosion or collapse events whose focus mechanisms vary obviously,and some natural earthquakes located at the same site or in a very small area. The study indicates that the time frequency energy attenuation factors of the natural earthquakes are obviously different with that of explosion or collapse events, and the change of the time frequency energy attenuation factors is relatively stable for the earthquakes under the normal seismicity background. Using the above mentioned method, it is expected to offer a useful criterion for strong earthquake prediction by continuous earthquake observation. 展开更多
关键词 Continuous wavelet transform time frequency energy attenuation factor The space difference characteristics The time change characteristics
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Analysis of the Main Factors Influencing Food Production in China Based on Time Series Trend Chart
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作者 Shuangjin WANG Jianying LI 《Asian Agricultural Research》 2014年第6期37-42,共6页
Based on the annual sample data on food production in China since the reform and opening up,we select 8 main factors influencing the total food production( growing area,application rate of chemical fertilizer,effectiv... Based on the annual sample data on food production in China since the reform and opening up,we select 8 main factors influencing the total food production( growing area,application rate of chemical fertilizer,effective irrigation area,the affected area,total machinery power,food production cost index,food production price index,financial funds for supporting agriculture,farmers and countryside),and put them into categories of material input,resources and environment,and policy factors. Using the factor analysis,we carry out the multi-angle analysis of these typical influencing factors one by one through the time series trend chart. It is found that application rate of chemical fertilizer,the growing area of food crops and drought-affected area become the key factors affecting food production. On this basis,we set forth the corresponding recommendations for improving the comprehensive food production capacity. 展开更多
关键词 FOOD PRODUCTION Influencing factorS time SERIES TR
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Determining the sign of g factor via time-resolved Kerr rotation spectroscopy with a rotatable magnetic field
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作者 谷晓芳 钱轩 +2 位作者 姬扬 陈林 赵建华 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第8期415-418,共4页
Time-resolved Kerr rotation spectroscopy is used to determine the sign of the g factor of carriers in a semiconductor material, with the help of a rotatable magnetic field in the plane of the sample. The spin precessi... Time-resolved Kerr rotation spectroscopy is used to determine the sign of the g factor of carriers in a semiconductor material, with the help of a rotatable magnetic field in the plane of the sample. The spin precession signal of carriers at a fixed time delay is measured as a function of the orientation of the magnetic field with a fixed strength B. The signal has a sine-like form and its phase determines the sign of the g factor of carriers. As a natural extension of previous methods to measure the (time-resolved) photoluminescence or time-resolved Kerr rotation signal as a function of the magnetic field strength with a fixed orientation, such a method gives the correct sign of the g factor of electrons in GaAs. Furthermore, the sign of carriers in a (Ga, Mn)As magnetic semiconductor is also found to be negative. 展开更多
关键词 g factor time-resolved Kerr rotation gallium arsenide rotatable magnetic field
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Study of Factors Causing Time and Cost Overrun in Pre-Construction Project (A Case Study of Malaysia)
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作者 Muhammad Ilyas Jing Li Irfan Ullah 《World Journal of Engineering and Technology》 2020年第1期1-12,共12页
Cost and time overrun are the key troubles of any improvement ventures. These troubles are inflicting the terrible end result in the development of kingdom monetary improvement and thriving. To overcome these problems... Cost and time overrun are the key troubles of any improvement ventures. These troubles are inflicting the terrible end result in the development of kingdom monetary improvement and thriving. To overcome these problems, the?paper examines predominant impact on elements causing the mission postponement and cost. A poll review was led for the situation study embracing various information-gathering procedures. The discoveries from the contextual investigation uncovered that the most persuasive factors in Malaysia:?1) contractor’s inappropriate arranging, 2) poor site the board, 3) deficient contractual worker experience,?are the most powerful factors. This paper has likewise broken down the normal and least effective of the postpone variables causing task deferral and cost overrun in Malaysia. It likewise infers that there are various measures as per the idea of deferring components to decrease the effect on task postponement and cost overruns in the development industry.?There are significant factors in the control of time overrun that would be actual thought related to know and tackle in great impact to improvement rate which may additionally no capacity that be recovered. Thirty (30) massive development extensions in Malaysia were exceptional coping with time overrun at some stage in development. Out of 30 undertakings, 17 (56.67%) ventures had been introduced by using 1100 days’ time overrun, 5 (16.67%) extensions in the middle of a hundred and one to 200 days, 5 (16.67%) ventures?201 to 300 days while three (10%) ventures have been deferred for timeframe over 300 days. 展开更多
关键词 COST and time Overruns DELAY factors Construction Industry PROJECTS DELAY
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TWIDDLE FACTOR MERGED TIME-DECIMAL FFT ALGORITHM AND THE SOFTWARE IMPLEMENTATION FOR TWIDDLE FACTOR MERGED FFT ALGORITHM
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作者 许蔚 陈宗骘 《Journal of Electronics(China)》 1989年第1期1-9,共9页
Martens proposed a highly efficient and simply formed DFT algorithm——RCFA,whose efficien-cy is comparable with that of WFTA or that of PFA,and whose structure is similar to that of FFT.Theauthors have proved that,in... Martens proposed a highly efficient and simply formed DFT algorithm——RCFA,whose efficien-cy is comparable with that of WFTA or that of PFA,and whose structure is similar to that of FFT.Theauthors have proved that,in the case of radix 2,the RCFA is exactly equivalent to the twiddle factor mergedfrequency-decimal FFT algorithm.The twiddle factor merged time-decimal FFT algorithm is providedin this paper.Thus,in any case,the FFT algorithm used currently can be replaced by the more efficientalgorithm——the twiddle factor merged FFT algorithm,with exactly the same external property and thesimilar internal structure.Also in this paper,the software for implementing the twiddle factor merged FFTalgorithm(TMFFT)is provided. 展开更多
关键词 FFT time-decimal Frequency-decimal Twiddle factor MERGING SOFTWARE implementation
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Time Dilation Cosmology 3: Mathematical Proof of the 3 Temporal and 2 Spatial Acceleration Factors
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作者 Joseph H. (Cass) Forrington 《Journal of Modern Physics》 2024年第12期2228-2237,共10页
This is the fifth paper in a series on Time Dilation Cosmology, TDC. TDC is an eternal holographic model of the universe based on time dilation that ties astrophysics to quantum physics and resolves all the conundrums... This is the fifth paper in a series on Time Dilation Cosmology, TDC. TDC is an eternal holographic model of the universe based on time dilation that ties astrophysics to quantum physics and resolves all the conundrums in astrophysics and serves as a model for the unified field. In the author’s previous four TDC papers, it was demonstrated that all gravitationally induced velocities are compensation for the apparent difference in the rates of time, “dRt”, due to mass/energy densities, and, vice-versa, in all force-induced velocities the dRt is compensation for the velocity, so the uniform evolution of the continuum at c is maintained at the invariant 1 s/s rate of time of the universe as a whole. These compensations make it impossible for an event to lag behind or get ahead of the evolving continuum. When the author did the first velocity formula derivations in “General Relativity: Effects in Time as Causation” [1], the author felt the explanations for the appearance of the 2spatial and the 3temporal acceleration factors in the formulas were correct, but poorly explained and incomplete. This paper is a proof of the temporal and spatial acceleration factors used in the time dilation-based velocity formula derivations in the Time Dilation Cosmology model. 展开更多
关键词 Mathematical Proof time Dilation Cosmology Acceleration factors
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Multi-factor high-order intuitionistic fuzzy timeseries forecasting model 被引量:1
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作者 Ya'nan Wang Yingjie Lei +1 位作者 Yang Lei Xiaoshi Fan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第5期1054-1062,共9页
Fuzzy sets theory cannot describe the neutrality degreeof data, which has largely limited the objectivity of fuzzy time seriesin uncertain data forecasting. With this regard, a multi-factor highorderintuitionistic fuz... Fuzzy sets theory cannot describe the neutrality degreeof data, which has largely limited the objectivity of fuzzy time seriesin uncertain data forecasting. With this regard, a multi-factor highorderintuitionistic fuzzy time series forecasting model is built. Inthe new model, a fuzzy clustering algorithm is used to get unequalintervals, and a more objective technique for ascertaining membershipand non-membership functions of the intuitionistic fuzzy setis proposed. On these bases, forecast rules based on multidimensionalintuitionistic fuzzy modus ponens inference are established.Finally, contrast experiments on the daily mean temperature ofBeijing are carried out, which show that the novel model has aclear advantage of improving the forecast accuracy. 展开更多
关键词 multi-factor high-order intuitionistic fuzzy time series forecasting model intuitionistic fuzzy inference.
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Advance in study on influence factors of needle retention duration
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作者 吴萌萌 管莉萍 刘存志 《World Journal of Acupuncture-Moxibustion》 2010年第1期47-52,54,共7页
Needle retention duration, as an essential link in acupuncture treatment, has always been valued by physicians in all ages of the Chinese history. In this article, related literatures in recent years on influence fact... Needle retention duration, as an essential link in acupuncture treatment, has always been valued by physicians in all ages of the Chinese history. In this article, related literatures in recent years on influence factors of needle retention duration have been collected and reviewed in terms of duration, type and state of illness, point selection and so on. Modern related researches, to a certain extent, have approved and advanced the viewpoints of the previous physicians. However, few of the studies are randomized controlled trials of evidence-based medicine. Most of them still remain in observation stage. Therefore, scientific designing methods should be adopted in the future for researching approaches of TCM. Systematic and through studies should be carried out on needle retention duration, so as to comprehend the principle and define the optimal duration for different diseases. In this way, a standardized and systematic model on acupuncture treatment can be established. 展开更多
关键词 Needle Retaining time factors ACUPUNCTURE Review Literature
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How to Demonstrate the Lorentz Factor: Variable Time v.s. Variable Inertial Mass
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作者 Olivier Serret 《Journal of Modern Physics》 2015年第3期252-259,共8页
For a century, hypothesis of a variable time is laid down by the Relativity Theory. This hypothesis can explain many Nature observations, experiments and formulas, for example the Lorentz factor demonstration. Because... For a century, hypothesis of a variable time is laid down by the Relativity Theory. This hypothesis can explain many Nature observations, experiments and formulas, for example the Lorentz factor demonstration. Because of such good explanations, the hypothesis of a variable time has been validated. Nevertheless, it remains some paradoxes and some predictions which are difficult to measure, as a reversible time or the time variation itself. The purpose of this article is to study another hypothesis. If it gives interesting results, it would mean that this alternative hypothesis can also be validated. The idea in this paper is to replace the variable time by a variable inertial mass. To the difference with the Theory of Relativity (where the inertial mass and the gravitational mass are equal and variable), the gravitational mass is here supposed to be constant. So, starting from the definition of the kinetic energy, it is introduced the Lorentz factor. And then it is demonstrated the value of the Lorentz factor thanks to a variable inertial mass. This variable inertial mass can also explain experiments, like Bertozzi experiment. If this alternative demonstration was validated, it could help to open doors, other physical effects could be explained like the addition of velocities. 展开更多
关键词 LORENTZ factor VARIABLE time RELATIVITY Light Celerity Inertial MASS MASS of Inertia Gravitational MASS Bertozzi Michelson and Morley
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The Development of Time-of-flight Mass Spectrometry( TOF-MS) and Its Applications in Screening Food Hazard Factors
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作者 Lei WANG Lixue DONG +4 位作者 Yi LI Huihui CAO Yanhua YAN Ruihuan DU Aijun LI 《Agricultural Biotechnology》 CAS 2020年第2期101-104,共4页
The time-of-flight mass spectrometry(TOF-MS),one of the mass spectrometry techniques,has been widely applied in the field of rapid screening of food hazard factors as a superior analysis technique because of its wide ... The time-of-flight mass spectrometry(TOF-MS),one of the mass spectrometry techniques,has been widely applied in the field of rapid screening of food hazard factors as a superior analysis technique because of its wide mass range,high resolution and mass measurement accuracy,high sensitivity and high analysis speed.In this paper,research progresses of TOF-MS on the detection of food additives,food contaminants and residues,illegal additives,pesticide residues,veterinary drug residues and mycotoxin were reviewed,and its probable approaching applications were prospected. 展开更多
关键词 time-OF-FLIGHT mass SPECTROMETRY FOOD HAZARD factor SCREENING Application
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北京市西城区气象因素与猩红热发病关系的时间分层病例交叉研究
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作者 秦迪 马春娜 +2 位作者 魏孝侃 管秀刚 初艳慧 《公共卫生与预防医学》 2026年第1期83-87,共5页
目的探讨北京市西城区气象因素对猩红热发病的影响,为制定有针对性的防控措施提供科学依据。方法收集北京市西城区2010—2019年猩红热逐日发病数据和同期气象数据,以年份、月份、星期几作为时间分层变量,在控制长期趋势、季节性及其他... 目的探讨北京市西城区气象因素对猩红热发病的影响,为制定有针对性的防控措施提供科学依据。方法收集北京市西城区2010—2019年猩红热逐日发病数据和同期气象数据,以年份、月份、星期几作为时间分层变量,在控制长期趋势、季节性及其他混杂因素基础上,采用时间分层病例交叉设计的条件logistic回归模型分析西城区不同气象因素对猩红热病例数的影响。结果2010—2019年,西城区累计报告猩红热病例3195例,年均发病率为24.17/10万,整体呈波动下降趋势,期间出现3次发病高峰,以2011年发病率最高,无重症及死亡病例。猩红热发病呈现明显的季节性双峰分布的特征,主要集中在每年4~6月、11月至次年1月。条件logistic回归结果显示:平均相对湿度、平均温度与猩红热病例之间呈正相关(β=0.0203,β=0.0613,P<0.001),平均水汽压与猩红热病例之间呈负相关(β=-0.1468,P<0.001)。平均相对湿度和平均温度的增加是猩红热发病的危险因素(OR=1.0205,95%CI:1.0150~1.0261;OR=1.0632,95%CI:1.0379~1.0891),平均相对湿度每增加1.00%,猩红热病例数将增加2.05%(1.50%~2.61%);平均气温每增加1℃,猩红热病例数将增加6.32%(3.79%~8.91%)。平均水汽压的增加对猩红热发病具有一定程度的保护作用(OR=0.8635,95%CI:0.8392~0.8885),平均水汽压每增加1hpa,猩红热病例数将减少13.65%(11.15%~16.08%)。结论平均相对湿度、平均气温和平均水汽压是影响北京市西城区猩红热发病的主要气象因素,可将其作为猩红热防控和监测预警的指标。 展开更多
关键词 猩红热 气象因素 时间分层病例交叉研究 条件LOGISTIC回归
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Investigation of Excavator Performance Factors in an Open-Pit Mine Using Loading Cycle Time 被引量:1
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作者 Samwel Victor Manyele 《Engineering(科研)》 2017年第7期599-624,共26页
This study presents the effect of excavator model, loading operation location, shift availability and truck-shovel combination on loading cycle time and productivity of an open-pit mine. The loading cycle time was use... This study presents the effect of excavator model, loading operation location, shift availability and truck-shovel combination on loading cycle time and productivity of an open-pit mine. The loading cycle time was used to assess the material loading system performance which is one of the key components of the total cycle time for material transportation in an open-pit mine. Loading is among the components of cycle time during which material is being handled. The data analyzed?was?collected from a computerized dispatch system at GGM from which 62,000 loading dispatches per month involving several shifts, 14 excavators and 49 trucks were loaded. About 4465 dispatches per excavator and 1276 dispatches per truck were assessed using loading cycle time data for each dispatch for a period of four months (between August and December). Under fixed tonnage loaded and waste type (33 t of non-acid forming waste rock),?it was observed that loading cycle time depends on excavator model, location and truck being loaded. Average cycle times, PDFS?and CDFS of loading cycle time series were used to identify differences in performance under different situations. It was concluded that shift availability for excavators, loading location, excavator model and truck-shovel combinations strongly affect the productivity during loading process in an open-pit mine. 展开更多
关键词 Potentially Acid-Forming (PAF) ROCK Non-Acid FORMING (NAF) ROCK TRUCK Utilization TRUCK Fill-factor Queuing time LOADING CYCLE time Full and Empty Haul Total CYCLE time Theoretical CYCLE time Non-Productive CYCLE time CYCLE time Performance Ratio
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