Research on prediction for coal and gas outburst based on Matlab neural network toolbox and its application

In order to predict the danger of coal and gas outburst in mine coal layer correctly, on the basis of the VLBP and LMBP algorithm in Matlab neural network toolbox, one kind of modified BP neural network was put forth to speed up the network convergence speed in this paper. Firstly, according to the characteristics of coal and gas outburst, five key influencing factors such as excavation depth, pressure of gas, and geologic destroy degree were selected as the judging indexes of coal and gas outburst. Secondly, the prediction model for coal and gas outburst was built. Finally, it was verified by practical examples. Practical application demonstrates that, on the one hand, the modified BP prediction model based on the Matlab neural network toolbox can overcome the disadvantages of constringency and, on the other hand, it has fast convergence speed and good prediction accuracy. The analysis and computing results show that the computing speed by LMBP algorithm is faster than by VLBP algorithm but needs more memory. And the resuits show that the prediction results are identical with actual results and this model is a very efficient prediction method for mine coal and gas outburst, and has an important practical meaning for the mine production safety. So we conclude that it can be used to predict coal and gas outburst precisely in actual engineering.     

仪器安装板振动环境虚拟试验和验证技术研究

基于商用有限元软件MSC.Patran和Nastran,研究了导弹仪器安装板结构的振动环境预示技术。建立了仪器安装板的三维实体模型,单机仪器使用质点模拟,并通过MPC法与安装板连接;设置了多种阻尼特性,通过模态叠加法预示了该仪器安装板在振动条件下的结构动力学环境,通过振动试验验证了预示结果。研究发现,使用大阻尼能较好地预示该仪器安装板结构的动力学环境。     

基于多元非线性回归算法的动车组变压器温度预测研究

对动车组状态参数进行预测是实现动车组数字化精准维修的重要前提之一.目前对动车组数据的利用方式主要以定量观测和定性分析为主,缺乏准确的状态预测量.为此,文章提出了一种基于多元非线性回归的预测算法,通过建立变压器温度预测模型,实现了变压器温度值的次日预测,并以此指导由温度导向的变压器日常运维项目.通过对比CRH5A型动车组...     

Life Prediction Based on Transient Dynamics Analysis of Van Semi-trailer with Air Suspension System

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 static strength analysis cannot support the fatigue design of van-body;thus,the dynamics analysis should be adopted for the endurance performance.The accurate dynamics model to describe the transient impacts of all kinds of uneven road and the proper system transfer functions to calculate the load transfer effects...     

The cognitive differentiation-integration effort hypothesis: A synthesis between the fitness indicator and life history models of human intelligence.

This article presents a potential synthesis between the fitness indicator and life history models of human intelligence through consideration of the phenomena of ability differentiation and integration. The cognitive differentiation-integration effort hypothesis proposes that these effects result from a life history tradeoff between cognitive integration effort, a mating effort component associated with strengthening the positive manifold amongst abilities; and cognitive differentiation effort, a somatic effort component associated with the cultivation of specific abilities. This represents one of two largely independent sources of genetic variance in intelligence; the other is mediated by general fitness and mutation load and is associated with individual differences in levels of 'genetic g'. These two sources (along with a common source of environmental variance) combine to give rise to a variety of cognitive phenotypes characterized by different combinations of high or low levels of 'genetic g' and cognitive specialism or generalism. Fundamental to this model is the assumption that measures of life history speed (K) and g are essentially independent, which is demonstrated via meta-analysis of 10 studies reporting correlations between the variables (ρ = .023, ns, n = 2056). The implications of the model are discussed in an evolutionary, ecological, and developmental context. Seven key predictions are made in the discussion which if tested could provide definitive evidence for the hypothesis. (PsycINFO Database Record (c) 2011 APA, all rights reserved)     

浅谈我国绿色建筑几点现状问题及发展策略

通过对我国现阶段绿色建筑建设现状几点问题的审慎、严谨、细致的科学分析,提出符合我国文化背景和社会现状的绿色建筑发展策略,以期促进我国绿色建筑的推广应用。     

电动自行车用无镉铅酸蓄电池的开发

研制了电动自行车用无镉铅酸蓄电池。以14.8 V恒压1.8 A限流充电10 h;且以5 A放电到9 V的循环寿命达到700次以上;实车使用寿命可达到3年。电池内不使用镉,有效地减少了对环境的污染。     

如何延长UPS中免维护蓄电池组的使用寿命

UPS电源其后备储能设备采用免维护蓄电池组,免维护蓄电池组维护的好坏对电源的寿命和故障率有很大影响,文中根据使用中的具体情况和维护经验介绍UPS中免维护蓄电池组的使用注意事项和日常维护要求,以延长免维护蓄电池组的使用寿命。     

器件变更管理

上游厂家的器件变更、停产是研发制造型企业产品设计、生产和维护中经常碰到的问题。该文介绍了器件变更及停产通知,讨论了器件变更的实施途径,这些管理和控制,对于延续产品的质量和可靠性至关重要,尤其是批量生产的产品。     

IGBT功率模块寿命预测的研究与设计

电子信息技术的发展极大的改进了人们的生产生活方式,具有饱和压降小,载流密度大等许多优点的功率器件IGBT,在超高电压电力传输、新能源的开发利用等方面获得广泛应用。然而其工作在电压高、电流强、状态切换频繁等复杂环境中。这就导致其容易损耗,使模块寿命大大降低。目前,国内外在IGBT功率模块寿命研究领域已经取得了一定的成绩。本文在介绍了IGBT结构的基础上通过建模对其寿命预测进行了研究并具体阐述了功率循环中叠加效应、任务曲线、雨流计数法。