一个基于加权和组合降维的web文本分类系统

设计了一个web文本分类系统,采用了基于统计分析和粗糙集组合的方法进行降维;降维时考虑了属性的位置信息,采用加权方式标注属性的不同重要性,以达到提高分类速度和分类准确度的目的。     

网络信息挖掘在电子商务系统中的应用

描述了网络信息挖掘的含义以及与数据挖掘之间的区别,提出了在电子商务应用中采用网络信息挖掘帮助企业实现最大化利润的方法,最后指出了网络信息挖掘未来的研究方向。     

埃塞俄比亚ADAMA风电工程风机吊装进度的主要影响因素及对策综述

总结了埃塞俄比亚ADAMA风电项目风机吊装施工进度的主要影响因素,如:风速、机位间道路、物流、货损的修复进度等,并提出了相应解决措施。在国外工程实践中,合理控制了工期,有效降低了工程成本,取得了良好效果。     

引黄工程北干线平鲁地下泵站防渗排水设计

引黄工程平鲁地下泵站位于大梁水库右岸坝肩上游西南山体下,为二等工程,主要建筑物包括地下及地面两大部分。综合考虑工程布置、地质条件等情况,采用堵、排结合形式,较好解决了顶部水库条件下地下厂房的防渗、排水设计,对类似工程设计提供经验。     

调查洪水在无资料地区设计洪水计算中的应用

在无资料地区水利水电工程规划设计过程中,一般是采取多种方法计算设计洪水,经比较综合考虑推荐安全可靠的设计洪水作为采用成果。此法一般存在设计值偏大或偏小的幅度超过可允许范围问题。此文通过实例应用调查洪水成果对计算洪水进行验证,说明了选用洪水成果合理性、选用设计洪水成果安全可靠,为设计洪水计算提供坚实的数据支撑,也为工程安全运行提供可靠设计保证。     

乌云河流域地下水资源量计算与方法分析

山丘区地下水资源量计算,目前由于观测手段的限制还没有有效的直接计算方法。文中以山丘区流域为例,利用实测水文断面资料,以水文分割法和加里宁试算法为基础,对实例流域的地下水资源量从河川基流量的角度进行了分析计算,求出了测站控制断面的多年平均及不同设计频率下的河川基流量,采用河川基流模数得到全流域的基流量。最后对推求河川基流量的不同计算方法的应用条件和精度差异进行了对比分析,提出了具体使用建议。     

Low-frequency wide-band hybrid energy harvester based on piezoelectric and triboelectric mechanism

Recently,hybrid energy harvester has been considered as an attractive potential approach to response the worldwide energy crisis due to the combination of advantages from different harvesting mechanism.In this paper,a novel low-frequency wide-band hybrid energy harvester based on piezoelectric and triboelectric mechanism is presented and systematically studied including structural design,fabrication process,working principle simulation and measurement.With a vibrational excitation,the polyvinylidene fluoride(PVDF) cantilevers will vibrate and impact the polydimethylsiloxane(PDMS) film on the substrate,producing a piezoelectric output as well as a triboelectric output.The structural parameters of each cantilever are optimized using finite element simulation,and the well-designed PVDF cantilevers with controllable PDMS mass not only reduce the device working frequency but also enlarge the bandwidth.Under a sweep-frequency test,three voltage peaks induced by the piezoelectric part are observed at 15,32.5 and 47.5 Hz,with the value of 320,288 and 264 mV,respectively.With the combined triboelectric part,a 20 V peak-peak voltage is generated at 15 Hz.The electrical driving ability of this hybrid energy harvester also has been demonstrated by lighting up a commercial light emitting diode(LED).     

Experimental research on air film formation behavior of air cushion belt conveyor with stable load

In this paper, the air film formation behavior of air cushion belt conveyor with stable load is studied. The air cushion field is analyzed by means of theoretical derivation, numerical simulation and experimental research. An intelligent experiment platform is developed. Three dimensional pressure distribution of air film and the air film thickness distribution along the conveyor belt in the width direction are obtained. The experimental result is analyzed by comparing with theoretical calculation and numerical simulation. The numerical and theoretical results are in good agreement with those obtained from experiments. The air film formation behavior pattern of air cushion belt conveyor with stable load is presented. The optimized film thickness and pore distribution are obtained based on the comprehensive energy consumption. This study provides a basis for the optimization design of air cushion belt conveyor.     

县域生态环境质量定量动态评价——以四川省遂宁市船山区为例

利用生态环境质量指数,对四川省遂宁市船山区生态环境质量进行定量评价,分析生态环境质量变化的原因。结果表明:2006-2010年船山区生态环境质量基本稳定;在评价期内,有7个影响船山区生态环境质量的因子,其中起主导作用的因子是化学需氧量和水资源量。     

Modeling deterministic echo state network with loop reservoir

Echo state network (ESN),which efficiently models nonlinear dynamic systems,has been proposed as a special form of recurrent neural network.However,most of the proposed ESNs consist of complex reservoi...