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Residual Fatigue Life Prediction of Ball Bearings Based on Paris law and RMS
residual fatigue life Paris law prediction model intrinsic mode function(IMF)
2011/8/5
Paris law can reflect the failure mechanism of materials and is usually used to be a method to predict fatigue life or residual fatigue life. But the variable which can represent the health of machine...
Performance prediction for WDM PM-QPSK transmission over uncompensated links
Coherent communications Nonlinear optics fibers
2015/5/21
We derive closed-form expressions depending on a single fitting parameter for performance prediction of WDM PM-QPSK long-haul uncompensated transmission. Besides general properties, we demonstrate tha...
Prediction of beer foam stability from malt components
beer foam stability malt polypeptides
2014/2/25
Industrial unhopped worts produced from different batches of commercial malt were taken to analyse the contents of compounds related to beer foam stability, such as polypeptides, polyphenols, and β-gl...
Life Prediction Based on Transient Dynamics Analysis of Van Semi-trailer with Air Suspension System
van-body air suspension system transient dynamics
2011/8/4
The early fatigue damage in the van-body of the semi-trailer is often caused by the unique mechanical characteristics and the dynamic impact of the loads. The traditional finite element method with st...
Receptance Coupling for Tool Point Dynamics Prediction on Machine Tools
receptance coupling dynamics endmill chatter
2011/8/4
Chatter has been a primary obstacle to the successful implementation of high speed machining. The frequency response function(FRF) of the tool point is crucial for identification of chatter free cutti...
Fast Mode Decision Algorithm for Intra Prediction in HEVC
Fast Mode Decision Algorithm Intra Prediction HEVC
2013/7/24
As the next generation standard of video coding, the High Efficiency Video Coding (HEVC) is intended to provide significantly better coding efficiency than all existing video coding standards. To imp...
基于BP神经网络的果蔬热导率预测模型（Prediction Model of Thermal Conductivities of Fruits and Vegetables Based on BP Neural Networks）
果蔬 热导率 BP神经网络
2010/12/29
通过微热探针法测试装置研究了30个品种的果蔬热导率与可溶性固形物含量、含水率、密度和硬度等因素的变化关系，提出了一种基于BP神经网络的果蔬热导率预测模型，并根据误差比较分析进行了模型优化。结果表明，该优化网络模型具有较好的热导率预测效果，平均相对误差为1.11%，平均绝对误差为0.0057W/(m?K)，可以用于果蔬贮藏加工业中果蔬热传递过程的计算。
基于改进BP神经网络的排种器充种性能预测（Prediction for Performance of Seed-filling Process Based on Improved BP Neural Network）
排种器 充种 性能预测 BP神经网络
2010/12/29
充种性能直接影响排种器排种质量，应用Matlab神经网络工具箱建立了排种器充种单粒率η1和空穴率η2的改进BP神经网络预测模型。选取转速n、种子当量直径d、充种角β和型孔直径D作为试验因素进行充种性能试验，获得64组单粒率和空穴率的试验结果。选取55组结果作为训练样本，采用Levenberg-Marquardt训练方法对建立的网络进行训练，并选取剩余的9组结果对训练好的网络进行仿真预测。其中，n、...
基于神经网络的车辆排气噪声声音品质预测技术（Sound Quality Prediction of Vehicle Exhaust Noise Based on Neural Network）
车辆 声音品质 排气噪声 神经网络
2010/12/29
通过评审团成对比较法测试得到18种车辆排气噪声的满意度评价，考察并选取响度、尖锐度、粗糙度、波动度和峭度作为描述车辆排气噪声声音品质的客观心理声学参数，使用BP神经网络理论建立车辆排气噪声声音品质神经网络预测模型，对排气噪声样本的满意度进行预测，并与使用多元线性回归模型所得的预测值进行了比较。结果表明，神经网络模型预测值更接近实测值，误差在10%范围以内，对于单一噪声样本满意度的预测精度高于多元线...
基于神经网络的离心泵能量性能预测（Energy Characteristics Prediction of Centrifugal Pumps Based on Artificial Neural Network）
离心泵 性能预测 神经网络
2010/12/29
总结了BP网络和RBF网络在离心泵能量性能预测中的应用现状，介绍了这两种网络的结构及特点。分别采用BP网络和RBF网络建立了离心泵能量性能预测模型。用57组数据对这两个预测模型进行了训练，并用6组数据对两种网络结构的性能预测模型进行了仿真。研究结果表面：两种网络结果的预测模型预测精度比较接近且预测结果的趋势也相同，BP网络预测精度略高于RBF网络；BP网络扬程平均预测误差为3.85%，效率平均预测...
水泵疲劳寿命预测中应力计数算法研究（Counting Method of Stress and Application in Fatigue Life Prediction of Pump）
水泵 疲劳寿命 寿命预测 循环计数
2010/12/28
提出了水泵零件疲劳寿命预测的主要思路，讨论了疲劳寿命预测的关键算法——应力计数算法。针对传统应力计数算法存在应力循环提取失效的缺陷，引入临界净应力的概念，提出了对传统计数算法的改进措施。并将改进后的应力计数算法应用于一台轴流泵叶轮的疲劳寿命预测；同时结合该算例，详细说明了二维概率Miner准则疲劳寿命预测的关键步骤。
猪肉肌内脂肪含量的可见/近红外光谱在线检测（On-line Prediction of Intramuscular Fat Content in Pork Muscle with Visible/Near-infrared Spectroscopy）
猪肉 肌内脂肪含量 在线检测 小波消噪
2010/12/28
研究基于可见/近红外光谱分析技术的新鲜猪肉肌内脂肪含量在线检测。实验样本为208份背最长肌，实验时样品以0.25m/s的速度运动，采集可见/近红外漫反射光谱，进行小波消噪处理后，结合不同的光谱预处理方法建立肌内脂肪含量的偏最小二乘回归模型。研究发现采用db6小波在6层分解后以极大极小原理选择阈值进行消噪效果较好；消噪的光谱直接建立的PLSR模型预测性能较差，经过多元散射校正、变量标准化及微分等预...
A Two-Dimensional Wave Prediction Model Along the Best Track of Typhoon Linda 1997
Wave prediction best track Typhoon Linda wave characteristics spectral energy balance equation
2010/12/22
The model results were predicted at five stations which were before and during the typhoon entering into the GoT. The wind speeds of the stations 1-5 were in ranges of 5.14-29.81, 4.11-28.27, 0.51-24....
Context-adaptive Pixel Based Prediction for Intra Frame Encoding
Context-adaptive Pixel Based Prediction Intra Frame Encoding
2010/12/21
Intra prediction is one effective method to remove the spatial redundancies in intra frame coding. Better intra prediction will result in the residual with less energy, which
will decrease the number...
Enhanced Line-based Intra Prediction with Fixed Interpolation Filtering
Intra prediction image coding least square method
2013/7/24
In this paper, a novel intra prediction algorithm, named enhanced line-based intra prediction (ELIP), is proposed to improve the traditional intra prediction methods for image/intra-frame coding. Diff...