基于BP神经网络的地磁变化场预测研究     

卢兆兴  吕志峰  李婷  张金生  姚垚 《大地测量与地球动力学》2021,41(3):229-233

以现有地磁台站的长期海量观测数据为基础,忽略地磁场成因及众多影响因素的复杂作用机理,对地磁变化场的时空关联性进行分析,挖掘数据中蕴含的规律信息,进一步构建基于BP神经网络的地磁变化场预测模型。通过实际地磁台站的观测数据对模型预测结果进行验证,结果表明,对于任意选取的100组验证数据,均方根误差为4.8 nT,求解精度能够满足一般科学研究对地磁变化场的精度需求。  相似文献   

梯队式变刚度滞变-摩擦隔震体系的抗震设计方法     

马玉宏  赵桂峰  王焕定 《地震工程与工程振动》2004,24(5):79-83

首先,在简述已有隔震体系抗震设计方法的基础上,分析了滞变一摩擦隔震体系各种因素对基底剪力的影响;然后,通过大量仿真分析,采用多项式回归的方法提出了与规范衔接的水平地震作用的计算公式;最后,提出了梯队式变刚度滞变一摩擦隔震体系的抗震设计方法,并通过工程实例验证了方法的有效性。  相似文献   

时间滞后变结构控制系统的研究新进展     

高存臣  陈文轶 《中国海洋大学学报(自然科学版)》2009,39(5)

详细地论述了时间滞后变结构控制系统的有关概念、特点和研究历史,研究历史从初级阶段、中级阶段、高级阶段、崭新阶段进行了描述;总结了到目前为止对该系统的若干研究进展;指出了有关时间滞后变结构控制系统的几个新的研究方向。  相似文献   

一类带有负顾客且具有反馈的M/G/1可修排队系统     

孙杰  朱翼隽 《成都信息工程学院学报》2008,23(5):562-567

研究了一类带有负顾客且具有反馈的M/G/1可修排队系统,正顾客服务完会以一定的概率立即排到队尾等待下一次服务,而以一定的补概率离开系统,永不再来。服务规则是先到先服务,负顾客抵消排队系统中的中间顾客（RCM）。使用“补充变量法”和状态转移方程分析该模型,得到了这一模型的排队指标和可靠性指标,并且发现此类排队系统完全取决于队长为2的概率。  相似文献   

A simple parameterization of bulk canopy resistance from climatic variables for estimating hourly evapotranspiration     

P. J. Perez  S. Lecina  F. Castellvi  A. Martínez‐Cob  F. J. Villalobos 《水文研究》2006,20(3):515-532

This paper examines a model for estimating canopy resistance r_c and reference evapotranspiration ET_o on an hourly basis. The experimental data refer to grass at two sites in Spain with semiarid and windy conditions in a typical Mediterranean climate. Measured hourly ET_o values were obtained over grass during a 4 year period between 1997 and 2000 using a weighing lysimeter (Zaragoza, northeastern Spain) and an eddy covariance system (Córdoba, southern Spain). The present model is based on the Penman–Monteith (PM) approach, but incorporates a variable canopy resistance r_c as an empirical function of the square root of a climatic resistance r* that depends on climatic variables. Values for the variable r_c were also computed according to two other approaches: with the r_c variable as a straight‐line function of r* (Katerji and Perrier, 1983, Agronomie 3 (6): 513–521) and as a mechanistic function of weather variables as proposed by Todorovic (1999, Journal of Irrigation and Drainage Engineering, ASCE 125 (5): 235–245). In the proposed model, the results show that r_c/r_a (where r_a is the aerodynamic resistance) presents a dependence on the square root of r*/r_a, as the best approach with empirically derived global parameters. When estimating hourly ET_o values, we compared the performance of the PM equation using those estimated variable r_c values with the PM equation as proposed by the Food and Agriculture Organization, with a constant r_c = 70 s m^?1. The results confirmed the relative robustness of the PM method with constant r_c, but also revealed a tendency to underestimate the measured values when ET_o is high. Under the semiarid conditions of the two experimental sites, slightly better estimates of ET_o were obtained when an estimated variable r_c was used. Although the improvement was limited, the best estimates were provided by the Todorovic and the proposed methods. The proposed approach for r_c as a function of the square root of r* may be considered as an alternative for modelling r_c, since the results suggest that the global coefficients of this locally calibrated relationship might be generalized to other climatic regions. It may also be useful to incorporate the effects of variable canopy resistances into other climatic and hydrological models. Copyright © 2005 John Wiley & Sons, Ltd.  相似文献   

Study of the weakly magnetic star HD 116656     

Glagolevskij  Yu. V.  Leushin  V. V.  Chuntonov  G. A. 《Astronomy Letters》2004,30(12):843-847

Astronomy Letters - We studied the spectroscopic binary HD 116656 (ζ1 UMa) that has previously been suspected to be a Si-type chemically peculiar star. The magnetic field of each individual...  相似文献   

Asteroseismic theory of rapidly oscillating Ap stars     

Margarida S. Cunha 《Journal of Astrophysics and Astronomy》2005,26(2-3):213-221

This paper reviews some of the important advances made over the last decade concerning theory of roAp stars.  相似文献   

New magnetic chemically peculiar stars     

V. G. El’kin  D. O. Kudryavtsev  I. I. Romanyuk 《Astronomy Letters》2002,28(3):169-173

Our observations with the 6-m telescope revealed six new magnetic chemically peculiar (CP) stars among objects with large depressions in the continuum: HDE 293764, BD+17°3622, HD 169887, HDE 231054, HDE 338226, and HDE 343872. The presence of a magnetic field is suspected in several other CP stars. The maximum longitudinal field component B _e exceeds 1.5 kG for all six stars; in HDE 293764 and HDE 343872, it reaches 3.8 kG. For each object, we present our magnetic-field measurements and published data on previous studies. The method of searching for magnetic stars based on an analysis of spectrophotometry shows its efficiency.  相似文献   

Refined conceptualization of TOPMODEL for shallow subsurface flows     

M. Todd Walter  Tammo S. Steenhuis  Vishal K. Mehta  Dominique Thongs  Mark Zion  Elliot Schneiderman 《水文研究》2002,16(10):2041-2046

The TOPMODEL framework was used to derive expressions that account for saturated and unsaturated flow through shallow soil on a hillslope. The resulting equations were the basis for a shallow‐soil TOPMODEL (STOPMODEL). The common TOPMODEL theory implicitly assumes a water table below the entire watershed and this does not conceptually apply to systems hydrologically controlled by shallow interflow of perched groundwater. STOPMODEL provides an approach for extending TOPMODEL's conceptualization to apply to shallow, interflow‐driven watersheds by using soil moisture deficit instead of water table depth as the state variable. Deriving STOPMODEL by using a hydraulic conductivity function that changes exponentially with soil moisture content results in equations that look very similar to those commonly associated with TOPMODEL. This alternative way of conceptualizing TOPMODEL makes the modelling approach available to researchers, planners, and engineers who work in areas where TOPMODEL was previously believed to be unsuited, such as the New York City Watershed in the Catskills region of New York State. Copyright © 2002 John Wiley & Sons, Ltd.  相似文献   

论热动平衡判据有关的几个问题     

杨进  朱世德 《成都信息工程学院学报》1997,(4)

对平衡态和线性准平衡态的稳定性及其与力学中相关概念的相似问题作了论述，并就蒸气中液滴的不稳定性进行了讨论。  相似文献