某煤矿职业病危害因素检测结果的分析

目的:分析煤矿井下采掘作业人员工作存在的职业危害因素及危害程度。方法:通过仪器对井下各工作面进行测试,计算其短时间接触浓度(STEL)。结果:井下生产性粉尘合格率为62.5%,生产性噪声合格率为71.4%,有毒物质合格率为100%。结论:科学管理、加强防护,井下作业场所的有毒、有害因素会得到有效控制。     

浅谈高速公路涵洞施工工艺

涵洞施工是公路建设的一个重要组成部分,为了使人工和机械得到合理的运用,提高施工效率、保证施工质量,在施工期间应考虑很多因素,才能使涵洞施工技术有一个新的发展。     

强夯法填筑高路堤的应用研究

介绍了强夯试验和设计情况,分析了施工过程的质检情况,对强夯和碾压从各方面进行了比较。     

An ensemble of LSTM neural networks for high‐frequency stock market classification

We propose an ensemble of long–short‐term memory (LSTM) neural networks for intraday stock predictions, using a large variety of technical analysis indicators as network inputs. The proposed ensemble operates in an online way, weighting the individual models proportionally to their recent performance, which allows us to deal with possible nonstationarities in an innovative way. The performance of the models is measured by area under the curve of the receiver operating characteristic. We evaluate the predictive power of our model on several US large‐cap stocks and benchmark it against lasso and ridge logistic classifiers. The proposed model is found to perform better than the benchmark models or equally weighted ensembles.     

A Neuro‐wavelet Model for the Short‐Term Forecasting of High‐Frequency Time Series of Stock Returns

We propose a wavelet neural network (neuro‐wavelet) model for the short‐term forecast of stock returns from high‐frequency financial data. The proposed hybrid model combines the capability of wavelets and neural networks to capture non‐stationary nonlinear attributes embedded in financial time series. A comparison study was performed on the predictive power of two econometric models and four recurrent neural network topologies. Several statistical measures were applied to the predictions and standard errors to evaluate the performance of all models. A Jordan net that used as input the coefficients resulting from a non‐decimated wavelet‐based multi‐resolution decomposition of an exogenous signal showed a consistent superior forecasting performance. Reasonable forecasting accuracy for the one‐, three‐ and five step‐ahead horizons was achieved by the proposed model. The procedure used to build the neuro‐wavelet model is reusable and can be applied to any high‐frequency financial series to specify the model characteristics associated with that particular series. Copyright © 2013 John Wiley & Sons, Ltd.     

基于DEM的民航地空VHF通信有效覆盖仿真研究

针对起伏地形环境下求解民航地空甚高频(very high frequency, VHF)通信有效覆盖范围冗余较大、精度较低的问题,采用改进的最大斜率法进行了仿真研究。首先,考虑遮蔽角计算存在计算冗余,提出"高程清洗"方法,降低计算量。其次,考虑求解最大斜率遮蔽角存在误差,采用改进的反距离加权插值法对原始数字高程模型数据进行插值提升分辨率,提高了切点逼近点位置精度。然后,为确定遮蔽区域具体点位,提出"切点截止法"进行求解。最后,为得到准确覆盖率,采用"网格法"分析计算。实验表明,改进的最大斜率法可有效减少计算冗余,提高信号覆盖求解精度,覆盖率相对改进前分别降低9.58%、4.10%和1.26‰。改进的VHF有效覆盖范围仿真程序可为VHF地面通信站选址、飞机航线规划提供支撑。     

基于模糊信息分配方法的综采工艺选择模型

提出定性指标的一种信息分配函数确定方法 ,拓宽了模糊信息分配理论的应用范围 .实例分析表明该方法能有效处理定性与定量指标共存的复杂建模问题 ,具有较高的识别精度.     

移动拟合法在煤层界面插值中的应用研究

为了在构建三维矿床模型过程中,形成最佳逼近的煤层界面模型,将移动拟合法引入到煤层界面插值中。根据煤层的赋存条件以及原始采样数据的分布特点提出了参数优化选择的有效方法及适用条件,并通过数学方法改善病态矩阵,使待估区域中的插值结果精度更高。以某矿的煤层界面数据为样本,通过交叉检验确定权函数,进行空间插值以及三维可视化,比较真实地反映了矿床的基本特征,为矿床地质模型的建立提供了有力的数据支撑。     

煤矿生产系统的动态仿真

本文所述是“智能型矿务局分布式决策支持系统”(IDDSS-mb)的一部分。文中首先对煤矿生产系统进行了分析。继而基于此系统分析、建立了煤矿生产仿真模型体系。随后详细叙述了该模型体系的工作流程,并介绍了系统软件开发的若干关键技术和实际应用情况,最后展望了今后的研究工作。     

山西煤炭物流的发展对策

煤炭产业是山西的支柱产业,而煤炭产业的发展离不开高效、一体化的煤炭物流。文章首先介绍了煤炭物流的概念、特点,随后分析了山西煤炭物流的发展现状,最后在分析山西煤炭物流发展现状的基础上,提出了山西煤炭物流的发展对策。