基于改进K-Means聚类的煤炭交易者信誉度划分

针对目前煤炭销售中存在的煤炭质量信息分散性与质量计价政策对其质量精确性要求的矛盾,提出了采用对初始聚类中心优化选取的K-Means聚类算法,对大型煤炭企业及其联盟客户煤炭质量检验数据进行系统分析和挖掘,获得双方质量检验行为统计规律,进行交易双方信誉度等级划分,将不确定性的质量指标转化为确定性的交易者质量检验行为评价。该研究一方面可为煤炭企业在发生交易者质量纠纷情况下合理划分质量检验责任提供参考,监督和指导矿井和客户的质检管理工作;另一方面可以为煤炭企业提供销售决策辅助支持。     

Dynamic surface control of a piezoelectric fuel injector during rate shaping

Fuel injection rate shaping is a strategy to improve fuel efficiency and reduce harmful emissions in diesel engines. Due to their fast response, piezoelectric fuel injectors are capable of rate shaping operation. This paper describes a model-based closed-loop controller of injection flow rate for a piezoelectric fuel injector. This within-an-engine-cycle control strategy utilizes a dynamic surface control scheme and shows an injection flow rate tracking capability. Practical issues with LabVIEW FPGA control implementation are also addressed. The performance of the controller is verified with simulation and experimental results at different rail pressures and desired injection rates. The experiments show a maximum error of total fuel per one injection event of 2.5%. A stability analysis is also included.     

复合形退火的随机聚类算法

为了解决传统聚类算法易陷入局部最优解的问题,提出了一种复合形退火的随机聚类算法。该方法通过在聚类过程中设置退火准则,并且将退火过程中的生成复合形部分引入随机化的复合形节点,从而在加速收敛的过程中实现了较低的算法复杂度。理论分析及仿真实验证明,该方法的聚类效果好于传统的K-均值聚类方法,并且计算复杂度比目前基于人工智能的方法低。     

二价铁离子对零价铁还原硝基苯的影响

为了解地下水环境中铁离子对零价铁(zero valention)还原作用的影响,采用批次实验,研究不同质量浓度二价铁离子对ZVI还原硝基苯的影响,利用HPLC和GC-MS作为分析工具,观测反应过程中硝基苯的质量浓度,同时跟踪溶液中Fe2+、pH、ORP的变化.结果表明,有无Fe2+存在,硝基苯均可被ZVI还原为苯胺,Fe2+没有改变还原产物;溶液中投加Fe2+后,ZVI还原硝基苯的反应速率明显加快,溶液中Fe2+对于还原反应起促进作用;溶液中Fe2+对ZVI体系pH起缓冲作用,含有Fe2+的ZVI体系ORP下降明显.反应动力学分析表明,硝基苯的还原反应符合假一级动力学模型,表观速率常数kobs值随Fe2+质量浓度的升高而增加,Fe2+离子的存在有助于ZVI对硝基苯的还原.     

Study on early warning index of spatial deformation for high concrete dam

Owing to the deficiency in early warning for high concrete dam,a formula was established to characterize the deformation behavior of high concrete dam as a whole.The early warning index of spatial deformation was calculated by low probability principle on the basis of the deformation entropy formula proposed.The steps were as follows.Firstly,the probability method was utilized to define the degree of order and degree of chaos for each survey point.Secondly,the weight distribution among the survey points was...     

大学英语课堂教学中合作学习有效性探讨

合作学习已经越来越多的被大学教师引入到英语教学中。文章探讨了合作学习中遇到的问题,分析合作学习受阻的原因,提出解决问题的对策。     

Predictive control of an activated sludge process: An application to the Viikinmäki wastewater treatment plant

In this work, we discuss the application of multivariable predictive control for the activated sludge process in a full-scale municipal wastewater treatment plant. Emphasis is given to the selection of a control configuration that contributes to minimising the economic costs while improving the removal efficiency of the nitrogen compounds. For this task, a simple dynamic matrix control algorithm is favoured for controlling the nitrogen concentrations at the end of the biological process. The behaviour of the activated sludge process is reproduced in a commercial simulator that acts as a real-time testing platform and that is also used for identifying the multivariable input–output models for the predictive controller. For demonstrating the effectiveness of the proposed approach, different control configurations are considered and compared against the aeration control strategies currently used at the plant. Based on the simulation results, this work shows the potentiality of the dynamic matrix control which is able to decrease the energy consumption costs and, at the same time, reduce the ammonia peaks and nitrate concentration in the effluent.     

A detection problem: Sensitivity and uncertainty analysis of a land surface temperature approach to detecting dynamics of water use by groundwater-dependent vegetation

Sustainable management of groundwater-dependent vegetation (GDV) requires the accurate identification of GDVs, characterisation of their water use dynamics and an understanding of associated errors. This paper presents sensitivity and uncertainty analyses of one GDV mapping method which uses temperature differences between time-series of modelled and observed land surface temperature (LST) to detect groundwater use by vegetation in a subtropical woodland. Uncertainty in modelled LST was quantified using the Jacobian method with error variances obtained from literature. Groundwater use was inferred where modelled and observed LST were significantly different using a Student's t-test. Modelled LST was most sensitive to low-range wind speeds (<1.5 m s⁻¹), low-range vegetation height (<=0.5 m), and low-range leaf area index (<=0.5 m² m⁻²), limiting the detectability of groundwater use by vegetation under such conditions. The model-data approach was well-suited to detection of GDV because model-data errors were lowest for climatic conditions conducive to groundwater use.     

定长槽单向弥散方程的理论解及其应用

论文导出了定长槽的单向弥散方程解。解包含槽下游封闭和开敞并伴有流速的两种条件。根据定长槽和半无限长槽单向弥散方程解的比较结果,只要弥散系数D和流速u相等,且弥散前锋尚未到达定长槽下游边界以前,那么两者相对浓度C/C0的分布相同。据此,可取定长槽进行试验,而用相应于半无限长的简单公式计算分析。     

分布式入侵检测系统在校园网中的设计与实现

为了使校园网安全管理更为方便,功能更易扩展,在对入侵检测技术研究基础上提出了一个适合校园网使用的分布式入侵检测框架,并实现了基于此框架的校园网分布式入侵检测系统。