Forecasting short-term subway passenger flow under special events scenarios using multiscale radial basis function networks

Reliable and accurate short-term subway passenger flow prediction is important for passengers, transit operators, and public agencies. Traditional studies focus on regular demand forecasting and have inherent disadvantages in predicting passenger flows under special events scenarios. These special events may have a disruptive impact on public transportation systems, and should thus be given more attention for proactive management and timely information dissemination. This study proposes a novel multiscale radial basis function (MSRBF) network for forecasting the irregular fluctuation of subway passenger flows. This model is simplified using a matching pursuit orthogonal least squares algorithm through the selection of significant model terms to produce a parsimonious MSRBF model. Combined with transit smart card data, this approach not only exhibits superior predictive performance over prevailing computational intelligence methods for non-regular demand forecasting at least 30 min prior, but also leverages network knowledge to enhance prediction capability and pinpoint vulnerable subway stations for crowd control measures. Three empirical studies with special events in Beijing demonstrate that the proposed algorithm can effectively predict the emergence of passenger flow bursts.     

SS8电力机车模拟量接口通道

主要叙述了ＳＳ８电力机车微机控制系统中，模拟量输入／输出接口的特点，着重介绍了模拟量输入／输出接口板的功能组成，并从设计角度阐述了Ａ／Ｄ输入通道，Ｄ／Ａ输出通道的内部工作时序，最后给出了模拟量输入／输出接口板ＰＣＢ设计中几点体会。     

NIDDM患者红细胞免疫功能和C_3与CIC含量关系的研究

应用改良的红细胞酵母花环法测定了50例非胰岛素依赖型糖尿病(NIDDM)患者红细胞免疫功能,并与40例正常人的测定结果进行比较,结果表明:NIDDM患者红细胞免疫功能低于正常人(P<0.01)。本文还对红细胞免疫功能下降在NIDDM中的发病机理进行了初步探讨,并对红细胞免疫功能与循环免疫复合物(CIC)及补体C_3的关系也作了初步研究。     

DYNAMIC CHANGES IN Giα2 LEVELS IN THE RAT HEART ASSOCIATED WITH IMPAIRED CARDIAC FUNCTION FOLLOWING ACUTE MYOCARDIAL INFA RCT

ＤＹＮＡＭＩＣＣＨＡＮＧＥＳＩＮＧｉα２ＬＥＶＥＬＳＩＮＴＨＥＲＡＴＨＥＡＲＴＡＳＳＯＣＩＡＴＥＤＷＩＴＨＩＭＰＡＩＲＥＤＣＡＲＤＩＡＣＦＵＮＣＴＩＯＮＦＯＬＬＯＷＩＮＧＡＣＵＴＥＭＹＯＣＡＲＤＩＡＬＩＮＦＡＲＣＴＩＯＮＳｋｉＢｉｎｇ；Ｊ．Ｅ．Ｈｅａ...     

Study of algorithms of new slender ship theory of wave resistance

In this paper, Noblesse‘s New Slender-Ship Wave-Making Theory was investigated numerically. Detailed expressions of zeroth and 1st order wave resistance have been derived and calculation programs have also been compiled. In the single and double integral terms of Green function, the kernel function of wave resistance expression, special function expansion method and Chebyshev polynomials approach have been adopted respectively, which greatly simplify the calculation and increase the convergence speed.     

一种简易的拖网渔船主要参数的优化法

本文研究编制了确定拖网渔船鱼舱容积、主机功率、主尺度和方形系数的计算机优化程序,并简述了优化法运用于渔船方案设计时的原理和步骤。以底拖网渔船为例,用吨鱼成本和资金回收率作为经济目标函数,借助电子计算机,通过多方案的比较,能迅速有效地确定满足渔场作业情况最经济的鱼舱容积、主机功率、主尺度和方形系数。     

蛇形造波机性能测试

对蛇形造波机的机械性能和造波质量进行了测试。所有指标均满足试验要求。规则波最大波高达35cm。多方向不规则波的有效范围达到理论长度。     

磨粒分布函数及可靠性数学用于部分弹流中接触：概率与磨损研究

本文提出一种实际机械中的润滑均为部分弹流状态的新观点.文中利用磨粒尺寸分布函数及可靠性数学方法解决了部分弹流中接触概率的计算和磨损规律,并进一步提出了设计计算时,接触概率的控制规范.     

勒让德方程的广义格林函数

讨论非齐次微分方程奇边值问题的有效方法是格林函数法,而构造格林函数并非易事.本文对物理学的多极场展开中遇到的非齐次勒让德方程,在特征值λ=2的情况下,构造了广义格林函数,并给出了非齐次勒让德方程解的表达式.     

Q6W型低地板轻轨车悬浮铰接式车体连接装置

介绍了一种首次在国内采用的70%低地板城市轻轨车悬浮铰接式车体连接装置的结构和作用,并对其主要受力体——下铰接中的关键零件进行应力强度分析。