Computational complexity of queries based on itemsets

We investigate determining the exact bounds of the frequencies of conjunctions based on frequent sets. Our scenario is an important special case of some general probabilistic logic problems that are known to be intractable. We show that despite the limitations our problems are also intractable, namely, we show that checking whether the maximal consistent frequency of a query is larger than a given threshold is NP-complete and that evaluating the Maximum Entropy estimate of a query is PP-hard. We also prove that checking consistency is NP-complete.     

Apparent versus true density for the volume-to-weight transformation in coal blends

This work reviews the procedures involved in the conversion of the petrographic characterization data of blended coals into weight percentages of the single coals in the blends, the selection of the most suitable parameter for describing the density of the coals being critical. First, the fundamentals of the volume-to-weight transformation of the petrographic data were developed by means of mathematical formulae. This part of the procedure highlighted the need to use a density value adapted to the resolving power of the optical microscope. It was found that mercury penetration at 5 MPa, as determined by mercury porosimetry, was best suited for this purpose. A literature survey of published coal density data revealed that the use of correlations between coal density and rank was not an accurate enough procedure to deal with the relatively low corrections involved in the transformation of petrographic data. In the end, three binary blends were prepared from six carefully selected coals and polished particulate blocks of these blends were petrographically analysed to determine their compositions on a volume per cent basis. The best fit of these volume percentages with the weight percentages used in the formulation of the blends was found for a density correction based on mercury penetration at 5 MPa, in agreement with the empirical analysis.     

山西煤焦流通市场化改革建议

本文分析了山西在推进煤炭流通市场化过程中面临的机遇及现行体制弊端,提出建立更加适合市场经济的煤焦流通体制的若干建议。     

LLL1030新型煤泥离心脱水机的设计与结构

阐述了筛篮倾角为20°的LLL1030新型煤泥离心脱水机的结构和主要技术特征,在综合分析国内、外主要设备类型的基础上,对该新型煤泥离心脱水机的主要参数进行了设计。给出了设计思路,并从分离因数、筛篮倾角、物料在脱水区的停留时间、生产能力、功率消耗和电机选用等多方面进行了相应的分析。     

Non-redundant data clustering

Data clustering is a popular approach for automatically finding classes, concepts, or groups of patterns. In practice, this discovery process should avoid redundancies with existing knowledge about class structures or groupings, and reveal novel, previously unknown aspects of the data. In order to deal with this problem, we present an extension of the information bottleneck framework, called coordinated conditional information bottleneck, which takes negative relevance information into account by maximizing a conditional mutual information score subject to constraints. Algorithmically, one can apply an alternating optimization scheme that can be used in conjunction with different types of numeric and non-numeric attributes. We discuss extensions of the technique to the tasks of semi-supervised classification and enumeration of successive non-redundant clusterings. We present experimental results for applications in text mining and computer vision.     

煤燃烧系统中碳黑的研究进展

碳黑对人类健康和环境辐射平衡有重要的影响.火焰中的碳黑,可以增强辐射换热效果,碳黑也影响氮氧化物的生成和排放.当煤不完全燃烧时,煤的挥发分在高温时发生二级反应,形成碳黑.介绍了研究碳黑的3种模型和3种实验方法.     

引渤济锡海水输送工程

引渤济锡海水输送工程是内蒙古锡林郭勒盟恢复草原生态和实施以发展电力和煤化工为主体的褐煤开发战略的基础工程。该工程是从渤海引海水，通过辽宁省的葫芦岛市、朝阳市和内蒙古的赤峰市到锡林浩特，本阶段设计年输海水3．65亿甜。该工程将与锡林格勒盟地区待建的煤化工、海洋化工、生态工程形成新型的循环经济发展产业链。长距离输送海水是一个世界性的新课题。现研究了长距离海水输送的特点，提出了应对海水强腐蚀、海生物附着所引起的污损问题和输送过程中防泄漏和渗漏问题的工程措施，采用一条夹砂玻璃钢管管线结合隧洞和一座在线调节水库的输送海水方案，包括：设9座泵站，设计总扬程1147m海水水头，线路全长607km左右，其中玻璃钢管全长290km，直径3．2km，隧洞全长317km，输海水总成本为4．1元／m左右。引渤济锡海水输送工程的建立，标志着我国海水综合利用进入一个新的历史阶段，工程本身具有下述特点：输送海水流量、距离、扬程综合指标，世界第一；内径3．2m夹砂玻璃钢管是国内目前采用的最大管径的玻璃钢管。此外，引渤济锡海水输送工程的建设不仅能够促进锡林郭勒盟地区经济的持续发展，而且具有下述重大战略意义：一是通过“盐田置换”方式促进环渤海经济区建设；二是为发展制盐工业提供了新的发展模式；三是为我国开发内蒙古、新疆维吾尔自治区巨大的煤炭资源、恢复生态系统提供了一条新的思路。     

井口信号无线数传系统

目的　介绍了井口信号无线数传系统的设计 .方法　无线数传、低功耗电路设计 .结果　省去了井口信号线 ,降低了井口工作量 .结论　提高了测量精度和可靠性     

数据挖掘在给水管网安全中的应用

简要介绍了数据挖掘及其在给水管网安全中的应用。提出了一种基于数据挖掘的时间序列相似性查询方法。通过对事故症候相似性查询，建立安全预警系统，为调度员提供事故预警信息。     

东海区海洋渔业资源环境的空间聚类分析

采用空间动态聚类的方法从1987-1998年的海洋渔业数据及其对应的温度和温度梯度数据集中抽取其时空分布模式。从结果看，东海区的渔业资源密度数据和对应的温度环境数据存在一定的空间分布模式，并且随季节变化非常明显。同时，对于空间数据挖掘方法与GIS的结合在海洋渔业领域的应用也进行了深入地讨论，认为采用空间聚类方法，相对于离散的海洋渔业数据集较适宜。