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Hot Deformation Behavior and Processing Map of Spray Formed M3∶ 2 High Speed Steel 被引量:3
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作者 Lin LU Long-gang HOU +3 位作者 Hua CUI Jin-feng HUANG Yong-an ZHANG Ji-shan ZHANG 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2016年第5期501-508,共8页
Hot deformation behavior of a new type of M3∶ 2 high speed steel with niobium addition made by spray forming was investigated based on compression tests in the temperature range of 950-1 150 ℃ and strain rate of 0. ... Hot deformation behavior of a new type of M3∶ 2 high speed steel with niobium addition made by spray forming was investigated based on compression tests in the temperature range of 950-1 150 ℃ and strain rate of 0. 001-10 s^(-1). A comprehensive constitutive equation was obtained,which could be used to predict the flow stress at different strains. Processing map was developed on the basis of the flow stress data using the principles of dynamic material model. The results showed that the flow curves were in fair agreement with the dynamic recrystallization model. The flow stresses,which were calculated by the comprehensive constitutive equation,agreed well with the test data at low strain rates( ≤1 s^(-1)). The material constant( α),stress exponent( n) and the hot deformation activation energy( Q_(HW)) of the new steel were 0. 006 15 MPa^(-1),4. 81 and 546 kJ·mol^(-1),respectively. Analysis of the processing map with an observation of microstructures revealed that hot working processes of the steel could be carried out safely in the domain( T = 1 050-1 150 ℃,ε = 0. 01- 0. 1 s^(-1))with about 33% peak efficiency of power dissipation( η). Cracks was expected in two domains at either lower temperatures( 〈 1 000 ℃) or low strain rates( 0. 001 s^(-1)) with different cracking mechanisms. Flow localization occurred when the strain rates exceeded 1 s^(-1) at all testing temperatures. 展开更多
关键词 high speed steel spray forming hot deformation processing map niobium
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A Discrete Multi-Objective Squirrel Search Algorithm for Energy-Efficient Distributed Heterogeneous Permutation Flowshop with Variable Processing Speed
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作者 Liang Zeng Ziyang Ding +1 位作者 Junyang Shi Shanshan Wang 《Computers, Materials & Continua》 SCIE EI 2024年第10期1757-1787,共31页
In the manufacturing industry,reasonable scheduling can greatly improve production efficiency,while excessive resource consumption highlights the growing significance of energy conservation in production.This paper st... In the manufacturing industry,reasonable scheduling can greatly improve production efficiency,while excessive resource consumption highlights the growing significance of energy conservation in production.This paper studies the problem of energy-efficient distributed heterogeneous permutation flowshop problem with variable processing speed(DHPFSP-VPS),considering both the minimum makespan and total energy consumption(TEC)as objectives.A discrete multi-objective squirrel search algorithm(DMSSA)is proposed to solve the DHPFSPVPS.DMSSA makes four improvements based on the squirrel search algorithm.Firstly,in terms of the population initialization strategy,four hybrid initialization methods targeting different objectives are proposed to enhance the quality of initial solutions.Secondly,enhancements are made to the population hierarchy system and position updating methods of the squirrel search algorithm,making it more suitable for discrete scheduling problems.Additionally,regarding the search strategy,six local searches are designed based on problem characteristics to enhance search capability.Moreover,a dynamic predator strategy based on Q-learning is devised to effectively balance DMSSA’s capability for global exploration and local exploitation.Finally,two speed control energy-efficient strategies are designed to reduce TEC.Extensive comparative experiments are conducted in this paper to validate the effectiveness of the proposed strategies.The results of comparing DMSSA with other algorithms demonstrate its superior performance and its potential for efficient solving of the DHPFSP-VPS problem. 展开更多
关键词 Distributed heterogeneous permutation flowshop problem squirrel search algorithm muli-objective optimization ENERGY-EFFICIENT variable processing speed
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Apolipoprotein E gene polymorphisms associated with processing speed and executive functions in healthy Han Chinese
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作者 Cheng-Cheng Zhang H ong-Yan Ren +9 位作者 Ming-LiLi Qiang Wang Wei Deng Wan-Jun Guo Wei Lei Bo Xiang Lian-Sheng Zhao Xiao-Hong Ma Yong-Gang Yao Tao Li 《Neuroscience Bulletin》 SCIE CAS CSCD 2015年第3期368-370,共3页
Dear Editor,A few studies have focused on exploring APOE gene- related effects on cognitive functions and brain activities in healthy populations. Bondi et aL found that ε4 carriers perform significantly worse on the... Dear Editor,A few studies have focused on exploring APOE gene- related effects on cognitive functions and brain activities in healthy populations. Bondi et aL found that ε4 carriers perform significantly worse on the California Verbal Learning Test than non-carriers in non-demented old subjects (mean age, 72 years)ε11. But the results are not entirely consistent. For example, Scarmeas et aL found no effect of the E4 allele on neuropsychological performance[2] in young adults, and Jochemsen et al. found that the ε4 allele is associated with age-related cognitive decline[3]. Furthermore, protective and negative effects of the E2 allele on cognition are inconsistent[4' s]. APOE E2 is thought to be a protective allele for AD in the elderly population due to its role in the superior cognitive performance of ε2 carriers compared to E3 or E4 carriers[5]. However, the ε2 allele has also been found to have a negative effect on AD pathology[4]. 展开更多
关键词 Apolipoprotein E gene polymorphisms associated with processing speed and executive functions in healthy Han Chinese GENE
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Dipping Process Characteristics Based on Image Processing of Pictures Captured by High-speed Cameras 被引量:3
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作者 Junhui Li Yang Xia +3 位作者 Wei Wang Fuliang Wang Wei Zhang Wenhui Zhu 《Nano-Micro Letters》 SCIE EI CAS 2015年第1期1-11,共11页
The dipping process was recorded firstly by high-speed camera system; acceleration time, speed, and dipping time were set by the control system of dipping bed, respectively. By image processing of dipping process base... The dipping process was recorded firstly by high-speed camera system; acceleration time, speed, and dipping time were set by the control system of dipping bed, respectively. By image processing of dipping process based on Otsu's method, it was found that low-viscosity flux glue eliminates the micelle effectively, very low speed also leads to small micelle hidden between the bumps, and this small micelle and hidden phenomenon disappeared when the speed is ≥0.2 cm s-1. Dipping flux quantity of the bump decreases by about 100 square pixels when flux viscosity is reduced from4,500 to 3,500 mpa s. For the 3,500 mpa s viscosity glue, dipping flux quantity increases with the increase of the speed and decreases with the increase of the speed after the speed is up to 0.8 cm s-1. The stable time of dipping glue can be obtained by real-time curve of dipping flux quantity and is only 80–90 ms when dipping speed is from 1.6 to 4.0 cm s-1. Dipping flux quantity has an increasing trend for acceleration time and has a decreasing trend for acceleration. Dipping flux quantity increases with the increase of dipping time, and is becoming saturated when the time is ≥55 ms. 展开更多
关键词 Dipping acceleration Dipping speed Dipping time VISCOSITY Image processing
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STRUCTURE EVOLUTION OF POLYMER CHAINS FOR NECKING FORMATION IN HIGH-SPEED FIBER SPINNING PROCESS
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作者 Hong Zheng Wei Yu Hong-bin Zhang and Chi-xing Zhou Department of Polymer Materials Science & Engineering,Shanghai Jiao Tong University,Shanghai 200240,China 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 2006年第1期1-11,共11页
Finite element method is used to simulate the high-speed melt spinning process, based on the equation system proposed by Doufas et al. Calculation predicts a neck-like deformation, as well as the related profiles of v... Finite element method is used to simulate the high-speed melt spinning process, based on the equation system proposed by Doufas et al. Calculation predicts a neck-like deformation, as well as the related profiles of velocity, diameter, temperature, chain orientation, and crystallinity in the fiber spinning process. Considering combined effects on the process such as flow-induced crystallization, viscoelasticity, filament cooling, air drag, inertia, surface tension and gravity, the simulated material flow behaviors are consistent with those observed for semi-crystalline polymers under various spinning conditions, The structure change of polymer coils in the necking region described by the evolution of conformation tensor is also investigated. Based on the relaxation mechanism of macromolecules in flow field different types of morphology change of polymer chains before and in the neck are proposed, giving a complete prospect of structure evolution and crystallization of semi-crystalline polymer in the high speed fiber spinning process. 展开更多
关键词 Semi-crystalline Polymer CRYSTALLIZATION High-speed Fiber Spinning process CONFORMATION Finite Element Method (FEM).
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A Recursive Method of Time-Frequency Analysis for the Signal Processing of Flutter Test with Progression Variable Speed 被引量:1
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作者 宋叔飚 裴承鸣 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2005年第3期213-217,共5页
Focused on the non-statlonarity and real-time analysis of signal in flutter test with progression variable speed (FTPVS), a new method of recursive time-frequency analysis is presented. The time-varying system is tr... Focused on the non-statlonarity and real-time analysis of signal in flutter test with progression variable speed (FTPVS), a new method of recursive time-frequency analysis is presented. The time-varying system is tracked on-line by building a time-varying parameter model, and then the relevant parameter spectrum can be obtained. The feasibility and advantages of the method are examined by digital simulation. The results of FTPVS at low-speed wind-tunnel promise the engineering application perspective of the method. 展开更多
关键词 flutter test with progression variable speed (FTPVS) non-stationary signal processing recursive time-frequency analysis (RTFA)
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Evaluating Traffic Congestion Using the Traffic Occupancy and Speed Distribution Relationship: An Application of Bayesian Dirichlet Process Mixtures of Generalized Linear Model 被引量:1
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作者 Emmanuel Kidando Ren Moses +1 位作者 Eren E. Ozguven Thobias Sando 《Journal of Transportation Technologies》 2017年第3期318-335,共18页
Accurate classification and prediction of future traffic conditions are essential for developing effective strategies for congestion mitigation on the highway systems. Speed distribution is one of the traffic stream p... Accurate classification and prediction of future traffic conditions are essential for developing effective strategies for congestion mitigation on the highway systems. Speed distribution is one of the traffic stream parameters, which has been used to quantify the traffic conditions. Previous studies have shown that multi-modal probability distribution of speeds gives excellent results when simultaneously evaluating congested and free-flow traffic conditions. However, most of these previous analytical studies do not incorporate the influencing factors in characterizing these conditions. This study evaluates the impact of traffic occupancy on the multi-state speed distribution using the Bayesian Dirichlet Process Mixtures of Generalized Linear Models (DPM-GLM). Further, the study estimates the speed cut-point values of traffic states, which separate them into homogeneous groups using Bayesian change-point detection (BCD) technique. The study used 2015 archived one-year traffic data collected on Florida’s Interstate 295 freeway corridor. Information criteria results revealed three traffic states, which were identified as free-flow, transitional flow condition (congestion onset/offset), and the congested condition. The findings of the DPM-GLM indicated that in all estimated states, the traffic speed decreases when traffic occupancy increases. Comparison of the influence of traffic occupancy between traffic states showed that traffic occupancy has more impact on the free-flow and the congested state than on the transitional flow condition. With respect to estimating the threshold speed value, the results of the BCD model revealed promising findings in characterizing levels of traffic congestion. 展开更多
关键词 TRAFFIC Congestion Multistate speed DISTRIBUTION TRAFFIC OCCUPANCY Dirichlet process Mixtures of Generalized Linear Model BAYESIAN CHANGE-POINT Detection
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Estimation of extreme wind speed in SCS and NWP by a non-stationary model 被引量:5
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作者 Lizhen Wang Jiachun Li 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2016年第3期131-138,共8页
In offshore engineering design, it is considerably significant to have an adequately accurate estimation of marine environmental parameters, in particular, the extreme wind speed of tropical cyclone (TC) with differ... In offshore engineering design, it is considerably significant to have an adequately accurate estimation of marine environmental parameters, in particular, the extreme wind speed of tropical cyclone (TC) with different return periods to guarantee the safety in projected operating life period. Based on the 71-year (1945-2015) TC data in the Northwest Pacific (NWP) by the Joint Typhoon Warning Center (JTWC) of US, a notable growth of the TC intensity is observed in the context of climate change. The fact implies that the traditional stationary model might be incapable of predicting parameters in the extreme events. Therefore, a non-stationary model is proposed in this study to estimate extreme wind speed in the South China Sea (SCS) and NWP. We find that the extreme wind speeds of different return periods exhibit an evident enhancement trend, for instance, the extreme wind speeds with different return periods by non- stationary model are 4.1%-4.4% higher than stationary ones in SCS. Also, the spatial distribution of extreme wind speed in NWP has been examined with the same methodology by dividing the west sea areas of the NWP 0°-45°N, 105°E-130°E into 45 subareas of 5° × 5°, where oil and gas resources are abundant. Similarly, remarkable spacial in-homogeneity in the extreme wind speed is seen in this area: the extreme wind speed with 50-year return period in the subarea (15°N-20°N, 115°E-120°E) of Zhongsha and Dongsha Islands is 73.8 m/s, while that in the subarea of Yellow Sea (30°N-35°N, 120°E-125°E) is only 47.1 m/s. As a result, the present study demonstrates that non-stationary and in-homogeneous effects should be taken into consideration in the estimation of extreme wind speed. 展开更多
关键词 Tropical cyclone Non-stationary process Extreme wind speed Return period The Northwest Pacific The South China Sea
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A beam position measurement system of fully digital signal processing at SSRF 被引量:3
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作者 YAN Han ZHAO Lei +7 位作者 LIU Shubin CHEN Kat WU Weihao AN Qi LENG Yongbin YI Xing YAN Yingbing LAI Longwei 《Nuclear Science and Techniques》 SCIE CAS CSCD 2012年第2期75-82,共8页
This fully digital beam position measurement instrument is designed for beam position monitoring and machine research in Shanghai Synchrotron Radiation Facility. The signals received from four position-sensitive detec... This fully digital beam position measurement instrument is designed for beam position monitoring and machine research in Shanghai Synchrotron Radiation Facility. The signals received from four position-sensitive detectors are narrow pulses with a repetition rate up to 499.654 MHz and a pulse width of around 100 ps, and their dynamic range could vary over more than 40 dB in machine research. By the employment of the under-sampling technique based on high-speed high-resolution A/D conversion, all the processing procedure is performed fully by the digital signal processing algorithms integrated in one single Field Programmable Gate Array. This system functions well in the laboratory and commissioning tests, demonstrating a position resolution (at the turn by turn rate of 694 kHz) better than 7 μm over the input amplitude range of -40 dBm to 10 dBm which is well beyond the requirement. 展开更多
关键词 上海同步辐射装置 位置测量系统 信号处理技术 光束 数字信号处理算法 现场可编程门阵列 位置敏感探测器 光源
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Analysis and control of inter-electrode gap during leveling process in counter-rotating electrochemical machining 被引量:3
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作者 Dengyong WANG Jinzheng LI +1 位作者 Bin HE Di ZHU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2019年第11期2557-2565,共9页
The inter-electrode gap(IEG) is an essential parameter for the anode shaping process in electrochemical machining(ECM) and directly affects the machining accuracy. In this paper, the IEG during the leveling process of... The inter-electrode gap(IEG) is an essential parameter for the anode shaping process in electrochemical machining(ECM) and directly affects the machining accuracy. In this paper, the IEG during the leveling process of an oval anode workpiece in counter-rotating ECM(CRECM)is investigated. The variation of the minimum IEG is analyzed theoretically, and the results indicate that rather than reaching equilibrium, the minimum IEG in CRECM expands constantly when a constant feed speed is used for the cathode tool. This IEG expansion leads to a poor localization effect and has an adverse influence on the roundness of the machined workpiece. To maintain a small constant IEG in CRECM, a variable feed speed is used for the cathode based on a fitted equation. The theoretical results show that the minimum IEG can be controlled at a small value by using an accelerated feed speed. Experiments have been conducted using a specific experimental apparatus in which the cathode tool is designed as a combined structure of two sectors and a thin sheet. By detecting the machining currents flowing through the minimum IEG, how the latter varies is obtained indirectly. The results indicate that using an accelerated feed speed is effective for controlling the IEG, thereby improving the roundness of the machined workpiece. 展开更多
关键词 COUNTER-ROTATING Electrochemical machining Inter-electrode gap Leveling process Variable feed speed
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ACCURATE DETECTION OF HIGH-SPEED MULTI-TARGET VIDEO SEQUENCES MOTION REGIONS BASED ON RECONSTRUCTED BACKGROUND DIFFERENCE 被引量:1
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作者 Zhang Wentao Li Xiaofeng Li Zaiming (Inst. of Communication and Information, UEST of China, Chengdu 610054) 《Journal of Electronics(China)》 2001年第1期1-7,共7页
The paper first discusses shortcomings of classical adjacent-frame difference. Sec ondly, based on the image energy and high order statistic(HOS) theory, background reconstruction constraints are setup. Under the help... The paper first discusses shortcomings of classical adjacent-frame difference. Sec ondly, based on the image energy and high order statistic(HOS) theory, background reconstruction constraints are setup. Under the help of block-processing technology, background is reconstructed quickly. Finally, background difference is used to detect motion regions instead of adjacent frame difference. The DSP based platform tests indicate the background can be recovered losslessly in about one second, and moving regions are not influenced by moving target speeds. The algorithm has important usage both in theory and applications. 展开更多
关键词 MOTION DETECTION BACKGROUND reconstruction Image energy HOS HIGH-speed target Block processing
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Analysis of droplet transfer of pulsed MIG welding based on electrical signal and high-speed photography 被引量:1
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作者 姚屏 薛家祥 +1 位作者 黄文超 张瑞 《China Welding》 EI CAS 2009年第1期67-72,共6页
In order to study how welding parameters affect welding quality and droplet transfer, a synchronous acquisition and analysis system is established to acquire and analyze electrical signal and instantaneous images of d... In order to study how welding parameters affect welding quality and droplet transfer, a synchronous acquisition and analysis system is established to acquire and analyze electrical signal and instantaneous images of droplet transfer simultaneously, which is based on a self-developed soft-switching inverter. On the one hand, welding current and voltage signals are acquired and analyzed by a self-developed dynamic wavelet analyzer. On the other hand, images are filtered and optimized after they are captured by high-speed camera. The results show that instantaneous waveforms and statistical data of electrical signal contribute to make an overall assessment of welding quality, and that optimized high-speed images allow a visual and clear observation of droplet transfer process. The analysis of both waveforms and images leads to a further research on droplet transfer mechanism and provides a basis for precise control of droplet transfer. 展开更多
关键词 pulsed MIG welding droplet transfer high-speed photography image processing wavelet analysis
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Do Purpose-Designed Auditory Tasks Measure General Speediness?
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作者 Ian T. Zajac Nicholas R. Burns Ted Nettelbeck 《International Journal of Intelligence Science》 2012年第2期23-31,共9页
This study was concerned with the measurement of General Speediness (Gs) using the auditory modality. Existing as well as purpose-developed auditory tasks that maintained the cognitive requirements of established visu... This study was concerned with the measurement of General Speediness (Gs) using the auditory modality. Existing as well as purpose-developed auditory tasks that maintained the cognitive requirements of established visually presented Gs marker tests were completed by N = 80 university undergraduates. Analyses supported the results of our previous work [1] and auditory and visual tasks combined to define latent RT and Gs factors. Moreover, the analysis did not support the presence of modality-specific speed factors. Overall, this study provides further evidence suggesting that auditory tasks might successfully measure existing broad abilities defined in intelligence theories (i.e., Gf, Gc, etc.) provided they maintain the same cognitive requirements as existing visual measures of such constructs. 展开更多
关键词 AUDITORY INTELLIGENCE AUDITORY ABILITIES INTELLIGENCE COGNITION speed of processing
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Least-Cost Path and Accessibility Analysis of a High Speed Railway Corridor: Victorville, CA to Las Vegas, NV
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作者 Max David McDonald Fritz Connor Kessler 《Journal of Geographic Information System》 2022年第1期40-60,共21页
Geospatial technology is a useful tool when identifying land corridors for transportation networks. The primary transit corridor between Los Angeles, CA and Las Vegas, NV is Interstate-15, approximately a four-hour au... Geospatial technology is a useful tool when identifying land corridors for transportation networks. The primary transit corridor between Los Angeles, CA and Las Vegas, NV is Interstate-15, approximately a four-hour automobile trip without traffic. Virgin Trains USA LLC proposes an alternative means of travel by constructing a high-speed railway along Interstate-15 connecting Las Vegas and Victorville, CA. This study uses least-cost path analysis to propose an optimized alternative corridor for Virgin Trains’ proposed high-speed railway through a system facilitated road and rail accessibility analysis. Previous research using least-cost path and accessibility methodologies evaluated the results of proposed high-speed railway corridors and the system facilitated accessibility changes by visually inspecting deviations from a planned corridor using single or multiple cost criteria as inputs for a weighted cost surface. However, robust analyses of previous least-cost path studies’ corridors are lacking. This proof-in-concept study proposes a less costly corridor through least-cost path analysis and measures the social impact on the stakeholders of a high-speed railway transportation system through system facilitated accessibility. This study’s proposed alternative corridor is 31% shorter than Virgin Trains’ planned corridor and system facilitated accessibility to Las Vegas, NV is increased in 99.74% of Los Angeles County’s census tracts. These results support this study’s position that geospatial technology can support transportation planning in a comprehensive method that considers the transportation corridor and benefits its stakeholders. 展开更多
关键词 Analytical Hierarchy process GIS High-speed Railway Least-Cost Path Analysis Route Analysis
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基于改进组合核函数高斯过程回归的车速预测
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作者 赵靖华 闻龙 +4 位作者 汪守丰 刘倩妤 周宇麒 刘妲 解方喜 《吉林大学学报(理学版)》 北大核心 2025年第2期454-464,共11页
基于高斯过程回归技术,提出一种新的实时车速预测方法,在准确有效预测前车速度的同时量化了预测的不确定性.该方法通过引入平方指数和Matern的组合核函数SEM,并改进组合核函数为SEM^(*),有效平衡了单一核函数对车速预测的优缺点,并在超... 基于高斯过程回归技术,提出一种新的实时车速预测方法,在准确有效预测前车速度的同时量化了预测的不确定性.该方法通过引入平方指数和Matern的组合核函数SEM,并改进组合核函数为SEM^(*),有效平衡了单一核函数对车速预测的优缺点,并在超参数寻优时采用了粒子群实时求解方法.瞬态工况下2 s时长车速预测的仿真分析表明:相比于单核性能较好的径向基(SE)核函数,SEM方法在车速FTP75工况下平均绝对误差(MAE)和均方根误差(RMSE)标准分别降低了10.09%和7.23%,而SEM^(*)方法在两个误差指标上相比SEM方法分别降低8.02%和8.13%;在城市典型工况下,SEM相比SE方法MAE和RMSE分别降低了3.44%和4.16%,而SEM^(*)在两个误差指标上相比SEM核函数分别降低3.57%和2.17%;同时SEM^(*)方法在FTP75工况单次最大计算时间上相对SE核函数降低0.3 s,城市典型工况付出的代价是相对SE核函数提高了0.015 s的最大计算时间,但计算时间仍在0.1 s采样时刻以内,具有实时性. 展开更多
关键词 组合核函数 高斯过程 车速预测
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基于OU过程和Vine-Copula的多风电场短期风速预测 被引量:3
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作者 王东风 张博洋 +1 位作者 李青博 黄宇 《太阳能学报》 北大核心 2025年第2期529-538,共10页
针对风电场各风电机组风速间复杂的时空相关性问题,提出一种基于(Ornstein-Uhlenbeck,OU)过程与Vine-Copula建模的多风电场短期风速预测方法。该方法首先根据风速的物理特性,研究风速与湍流强度之间的关系,并根据各季节风速的不同分布... 针对风电场各风电机组风速间复杂的时空相关性问题,提出一种基于(Ornstein-Uhlenbeck,OU)过程与Vine-Copula建模的多风电场短期风速预测方法。该方法首先根据风速的物理特性,研究风速与湍流强度之间的关系,并根据各季节风速的不同分布确立其相应的OU随机过程实现风速模拟;然后,通过构建Vine-Copula模型对风电场内多风电机组风速相关性进行分析;最后,将模拟值归一化处理后代入Vine-Copula的分位数回归模型,实现各风电机组的短期风速预测。应用OU随机过程,可为准确的风速预测奠定基础;通过Vine-Copula建模,可解决风速空间相关性问题。以中国北方某电场风电机组实测数据进行验证,在单步和多步预测中,所提方法的均方根误差RMSE相较于传统方法分别降低了2.68%、9.94%、23.79%、32.10%,提高了风速预测的准确性。 展开更多
关键词 风电场 风电机组 风速 预测 随机过程 Vine-Copula 奥恩斯坦-乌伦贝克过程
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多因素柔性作业车间绿色调度的改进进化算法
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作者 王建华 吴传宇 许莉萍 《计算机应用》 北大核心 2025年第6期1954-1962,共9页
针对考虑设置与运输时间约束且机器加工速度可变的多因素柔性作业车间绿色调度问题(MFJGSP-STVS),构建以完工时间与能源消耗为优化目标的数学模型,并提出一种改进的多目标进化算法(EMoEA)求解该问题。该算法采用三层整数编码方式,在解... 针对考虑设置与运输时间约束且机器加工速度可变的多因素柔性作业车间绿色调度问题(MFJGSP-STVS),构建以完工时间与能源消耗为优化目标的数学模型,并提出一种改进的多目标进化算法(EMoEA)求解该问题。该算法采用三层整数编码方式,在解码中使用机器空闲时间优先(MIP)规则和开关机策略(TOF)优化目标,利用全局搜索(GS)等启发式规则生成初始种群;为了加快算法收敛,基于非支配分层思想设计一种聚类交叉方式;为防止算法过早收敛而陷入局部最优,采用衍生策略扩散非支配解集,通过基于关键路径的自适应局部搜索策略进一步强化算法探索解空间的能力。仿真实验结果表明,与原始的多目标进化算法相比,EMoEA中的每个设计都有更优的超体积(HV)与逆世代距离(IGD)指标;与非支配排序遗传算法(NSGA-Ⅱ)和混合Jaya(HJaya)算法相比,EMoEA在HV与IGD这2个指标上占据优势,且收敛较快,在大多数实例中都获得最优的目标值。可见,EMoEA性能更好,能有效地解决MFJGSP-STVS,为企业提供高质量的调度方案。 展开更多
关键词 设置与运输时间 机器可变加工速度 柔性作业车间绿色调度 聚类交叉 衍生策略 自适应局部搜索
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送丝速度对镁合金激光–MIG复合焊接过程熔滴过渡行为的影响研究
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作者 马超 刘云浩 +3 位作者 李鹏 夏佩云 赵艳秋 占小红 《航空制造技术》 北大核心 2025年第9期71-76,共6页
针对镁合金激光–MIG复合焊接稳定性提升需求,开展了复合激光焊接过程熔滴过渡行为实时监测试验,对比分析了激光–MIG复合焊接与传统MIG焊接过程的熔滴过渡行为,并研究了送丝速度对熔滴形态与过渡频率的影响。研究结果表明,激光热源的... 针对镁合金激光–MIG复合焊接稳定性提升需求,开展了复合激光焊接过程熔滴过渡行为实时监测试验,对比分析了激光–MIG复合焊接与传统MIG焊接过程的熔滴过渡行为,并研究了送丝速度对熔滴形态与过渡频率的影响。研究结果表明,激光热源的加入可以有效提升电弧焊接熔滴过渡稳定性,当电弧功率达到2400 W左右时,镁合金激光–MIG复合焊接过程中熔滴呈滴状过渡。送丝速度的改变对熔滴过渡形式无显著影响,但送丝速度的增大有助于压缩电弧,提升熔滴过渡的稳定性;此外,送丝速度过大极易导致熔滴尺寸过大、熔滴过渡频率降低。 展开更多
关键词 激光–MIG复合焊接 镁合金 熔滴过渡行为 图像处理 送丝速度
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变速泵驱动的工艺系统瞬态流动分析方法研究
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作者 孙燕 刘诗文 +1 位作者 陈爽 陈志辉 《机械设计与制造工程》 2025年第4期59-63,共5页
为了研究工况切换过程中工艺系统的瞬态流动分析方法,首先对比研究了一维Flowmaster仿真、一维Flowmaster和三维CFD耦合仿真两种仿真方法,结果表明采用一维Flowmaster仿真即可满足工程应用的精度要求;然后基于一维Flowmaster仿真方法,... 为了研究工况切换过程中工艺系统的瞬态流动分析方法,首先对比研究了一维Flowmaster仿真、一维Flowmaster和三维CFD耦合仿真两种仿真方法,结果表明采用一维Flowmaster仿真即可满足工程应用的精度要求;然后基于一维Flowmaster仿真方法,研究了泵的转速调节控制方法,对比分析了PID控制变速方法和预设变速方法,结果表明预设变速方法可以避免泵转速的频繁调节,能更好地将流量维持在设计值。该研究结果可为变速泵驱动的工艺系统运行控制设计提供依据。 展开更多
关键词 变速泵 工艺系统 瞬态流动 变速控制 分析方法
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基于多时距风速波动过程划分的高铁沿线风速预测
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作者 张颖超 安然 +2 位作者 陈昕 叶小岭 熊雄 《交通运输工程学报》 北大核心 2025年第3期362-379,共18页
为了提升高铁沿线风速预测精度,实现预测预警,为大风调度提供足够时间窗口,以保障高铁大风场景下的运营安全,提出了一种基于风速波动过程划分的高铁沿线多时距注意力深度回声风速预测方法(MT-RFVMD-OD-Fu-Attention-DeepESN)。利用高铁... 为了提升高铁沿线风速预测精度,实现预测预警,为大风调度提供足够时间窗口,以保障高铁大风场景下的运营安全,提出了一种基于风速波动过程划分的高铁沿线多时距注意力深度回声风速预测方法(MT-RFVMD-OD-Fu-Attention-DeepESN)。利用高铁沿线风速监测站点秒级风速采样数据和3 min风速采样数据,使用改进后的变分模态分解(RF-VMD)将2种分辨率的风速信号进行分解,并重构为趋势分量和脉动分量。通过连续小波变化(CWT)进行频率分析,找出变化周期,将2个分量划分为长度相等的时间序列单元。利用单元内风速物理特征和K-shape融合的聚类算法对2组趋势分量进行过程划分,形成风速波动过程数据库。最后,设计相似度优化动态时间调整(Op-DTW)算法,利用该算法在波动过程数据库中匹配出相似度较高的2种分辨率风速时间序列片段作为训练集,输入到所设计的多时距注意力深度回声状态预测网络(Fu-Attention-DeepESN)。依托京沪高铁沿线上3个风速站点实测风速监测数据进行实验验证,并同现有流行的风速预测方法进行对比。分析结果表明:站点K1005、K1245和K1066风速预测的均方根误差(RMSE)分别为0.234、0.282、0.306,平均绝对百分比误差(MAPE)分别为2.76%、2.27%、2.99%,风速正向误差(PWSE)分别为0.008、0.021、0.034。所提出的方法与对比方法中最好的相比,评价指标RMSE、MAPE、PWSE平均降低了27.8%、34.6%、27.1%,表明该研究能够有效处理高铁沿线秒级风信号中的复杂和非线性模式,提高风速预测的准确性和适应性。 展开更多
关键词 铁路风速预测 风速波动过程划分 多时距特征融合 信号重构 信号匹配
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