可拓模式识别算法中经典域的确定方法

可拓模式识别算法是根据各个关联度的对比来识别最终的模式,其中经典域区间的确定有着重要的作用。传统的经典域确定方法是基于数理统计学的,不适用于小样本数据,数据不完全以及数据分布未知等复杂情况。引入Bootstrap算法,并和传统的方法对比,更精确地确定了经典域区间。     

A new dynamic pushback control method for reducing fuel-burn costs: Using predicted taxi-out time

Long departure-taxi-out time leads to significant airport surface congestion, fuel-burn costs, and excessive emissions of greenhouse gases. To reduce these undesirable effects, a Predicted taxi-out time-based Dynamic Pushback Control(PDPC) method is proposed. The implementation of this method requires two steps: first, the taxi-out times for aircraft are predicted by the leastsquares support-vector regression approach of which the parameters are optimized by an introduced improved Firefly algorithm. Then, a dynamic pushback control model equipped with a linear gate-hold penalty function is built, along with a proposed iterative taxiway queue-threshold optimization algorithm for solving the model. A case study with data obtained from Beijing International airport(PEK) is presented. The taxi-out time prediction model achieves predictive accuracy within 3 min and 5 min by 84.71% and 95.66%, respectively. The results of the proposed pushback method show that total operation cost and fuel-burn cost achieve a 14.0% and 21.1%reduction, respectively, as compared to the traditional K-control policy.(3) From the perspective of implementation, using PDPC policy can significantly reduce the queue length in taxiway and taxi-out time. The total operation cost and fuel-burn cost can be curtailed by 37.2% and 52.1%,respectively, as compared to the non-enforcement of any pushback control mechanism. These results show that the proposed pushback control model can reduce fuel-burn costs and airport surface congestion effectively.     

基于LMS Virtual. Lab的系留气球仿真与优化

系留气球在近地面收放过程中存在俯仰角过大的问题，为了更全面地了解收放过程中不同因素对球体俯仰角的影响，采用LMS Virtua1. Lab建立了带滑轮索具系统的系留气球三维动力学模型进行仿真分析，结果表明，仿真结果与理论计算、测量数据都有较高的符合度。进而运用试验设计( DOE)方法，探索典型风速下球体俯仰角的响应区间。最后基于响应面模型的优化技术，对滑轮索具系统设计进行优化，有效改善了球体在收放过程中俯仰角过大的问题。仿真模型对系留气球系统设计及收放控制有一定的指导作用。     

Method of determining the maximum permissible values for diagnostic signs of helicopter transmission units operational status

A method of determining the maximum permissible values for diagnostic signs, being an integral part of health and usage monitoring systems (HUMS) of the helicopter transmission units, has been developed based on a probabilistic approach.     

用于低温试验的多通道高精度铂电阻测温电路

在低温推进剂蒸发量控制等低温试验中,高精度的温度测点数量多,并且要求必要时屏蔽失效的测点,导致调理电路成本较高。为解决上述问题,设计了一种适用于低温试验多通道温度测量的铂电阻测温电路。设计了恒流源电路、放大滤波电路。利用ATMega328P和串口屏开发了通道控制和人机交互界面。用于测温的多个铂电阻与已知参考电阻以同一个恒流源串联供电,通过比例式测量消除了恒流源性能对测量精度的影响。误差分析和测试校准证明其电阻测量精度达到0.05%,可广泛应用于实验室和试验现场的低温测量系统中。     

Diurnal and seasonal variations in long-term changes in the E-layer critical frequency

Long-term changes in the E-layer critical frequency, foE, at three stations of the European region (Juliusruh, Slough and Rome) and also at Moscow and Wakkanai stations are analyzed by the method developed by the authors and described in detail in the previous papers. It is found that Juliusruh and Slough stations demonstrate a well-pronounced change in foE (a trend) during two previous decades. At the same time, the same features of the behavior of the aforementioned trend k(foE) are obtained. The trend is positive and negative in the morning and evening hours, respectively. Similar diurnal behavior of k(foE) is found also for Moscow station but with lower absolute values of the trends. A well-pronounced seasonal behavior of k(foE) is detected at Juliusruh and Slough: the trend is minimal and maximal in the summer period and at the end of fall—beginning of winter, respectively. The maximal amplitude in the morning hours reaches +0.04?MHz per year, whereas the minimal amplitude in evening hours is ?0.06?MHz per year. No systematic changes exceeding by the magnitude 0.01?MHz per year are found for Rome and Wakkanai stations. It is assumed that the observed trends are related to changes (trends) in the meridional wind bringing NO molecules from the auroral oval to lower latitudes.