基于聚类算法的电力制造业ERP数据分类

鉴于传统制造业企业仓储分类方法分类边界不明确、难以适应现代企业信息化发展趋势的问题,提出了基于聚类算法的ABC库存分类算法,提升了传统库存分类模型的分类精度和效率。以某电力制造业企业的库存产品数据为研究对象,结合聚类算法与ABC分类法提出了适用于实际研究场景的评价函数,并给出了新的基于k-means 算法的ABC分类法。采用该分类模型对库存环网柜产品进行分类,并基于ERP系统中存储的产品数据将库存环网柜产品分为A、B、C三类,根据分类结果对不同类别的环网柜产品采取不同的库存控制策略。研究结果表明,将数据挖掘算法应用于库存管理实现了企业库存管理决策的科学化和智能化。     

数据驱动的航空装备协同分析与智能保障决策方法

现代化战争模式对装备保障的响应性、精准性、可视性及自协同提出了更高的要求,而传统被动保障方式具有信息不精准、协同能力差、保障响应不及时等问题,迫切需要利用当前先进信息物理融合技术,实现“精准”、“敏捷”的主动式保障。针对主动式装备保障管理的需求,以及航空装备建立部件/系统数学模型困难等问题,提出一种状态协同分析与智能保障决策方法。该方法通过故障测试用例离线和在线的执行,产生测试数据;基于传感器的在线状态监测和历史数据,对装备状态进行估计和判断,从而提供智能保障决策服务。选取飞机燃油系统为对象,验证了提出方法的有效性,为主动式装备保障系统的研制奠定技术基础。     

空频联合索引调制系统中子载波优化算法

在空频联合索引调制系统中,针对用于索引调制的所有子载波组合大于所需子载波组合的情况,提出一种改进的子载波优化算法,解决子载波组合冗余的问题。该算法首先通过汉明距离(Hamming distance)之和最大与最多优质组合准则选出最优子载波组合,然后根据最优映射准则修改索引比特与子载波之间的映射方式,将索引比特映射到最优子载波组合上。当所需子载波组合数较多时,提出一种基于格雷码的二分法来解决最优映射中复杂度较高的问题。结果表明:当误码率为10~(-3)时,改进算法相较于传统算法获得了约0.5 dB的增益。     

An improved algorithm for solving all <Emphasis Type="Italic">d</Emphasis>-MPs in multi-state networks

Reliability is a desirable performance indicator of many real-world systems to measure the quality level. One general method for evaluating multi-state reliability is using d-minimal paths (d-MPs). However, being an NP-hard problem, searching for all d-MPs is a rather challenging task. This paper proposes an improved algorithm to solve the d-MP problem. To reduce the search space of d-MPs, a concept of lower capacity bound is introduced into the d-MP problem, and an effective technique is developed to find lower capacity bounds. Meanwhile, the fast enumeration method which is a recent improvement to the traditional enumeration method is employed to solve d-MPs. In addition, by introducing the operation of transforming undirected edges into directed edges, the proposed algorithm is applicable to solving both directed networks and undirected networks. Through numerical experiments, it is found that the proposed algorithm holds a distinct advantage over the existing methods in solving all d-MPs.     

含铬废水的处理方法综述

总结了含铬废水的９ 种处理方法, 并对它们的原理、工艺流程、优缺点等进行了详细评述, 以供厂家在治理此类废水时参考．     

关于不定方程x~2+y~2+z~2=2w~2的解的研究

对不定式x~2+y~2+z~2=2w~2的非零整数解进行变换,找到了变换矩阵,并通过变换矩阵和若干个易求出的解,得到了该方程的若干组解。进而求出了一个古典刁番都方程组的若干组正整数解。     

SPR生物传感系统研究

对自行研制的SPR生物传感系统各部分给出了详细描述.系统采用独特的角向会聚光路代替传统的角度机械扫描方式,采用CCD作为光电检测器件,避免了机械扫描可能带来的误差,可一次完成样品响应曲线的采集分析,提高了检测精度和速度.此外,利用M ATLAB软件对信号进行了F IR滤波分析处理,提高了信噪比.测试表明,系统的分辨率为3.59×1-0 5R IU,灵敏度为98.61度/R IU,检测范围为1.00~1.47 R IU.     

小波分析在超声波传感器系统特征信号预处理中的应用

在超声波传感器检测系统中,检测信号由于受到多方面的干扰,特征参数变得难以识别.小波变换以其良好的时一频局部分析特性,在特征信号预处理中有着良好的表现.     

光纤光栅传感信号的Sagnac环境边沿滤波解调方法

利用高双折射光纤构成的Sagnac环境做为边沿滤波器件,应用于光纤光栅传感系统中,实现了7nm范围内的线性波长解调．采用全光纤设计,系统的解调速度可达数kHz．该解调方案基于光强度测量,适用于动态和静态测量,具有系统反映迅速,性能价格比高等优点．     

Rupture of the 2004 Sumatra-Andaman earthquake inferred from direct P-wave imaging

The Sumatra-Andaman earthquake on December 26, 2004 is the first well recorded gigantic earthquake (moment magnitude MW 9.3) by modern broadband seismic and Global Positioning System networks. The rich seismic and geodetic recordings have documented unprecedented details about the earthquake rupture, coseismic and postseismic deformations. This is a report of detailed images of the rupture process using the first-arriving compressional waves recorded by the China National Digital Seismic Network (CNDSN). An improved imaging condition was employed to account for the sparse distribution of the CNDSN stations. The resulting images are consistent with the major rupture features reported by previous seismic and geodetic studies. It is found that the earthquake rupture initiated at offshore of northwestern Sumatra and propagated in the north northwest direction at a speed of 2.7 ± 0.2 km/s. The rupture continued for at least 420 s and extended about 1200-1300 km along the Andaman trough with two bursts of seismic energy.