欺骗攻击环境下带有传感器故障的大规模电网分布式状态估计     

武云发  张斌  李军毅  林文帅 《南京气象学院学报》2018,10(6):706-715

本文研究了欺骗攻击环境下带有传感器故障的大规模电网分布式状态估计问题.通过引入拓扑关系来描述分布式传感器节点之间的相互关系,使用随机Bernoulli序列描述欺骗攻击模型及其随机特性.基于Lyapunov方法证明了带有传感器故障的系统在遭受欺骗攻击环境下的均方稳定及H_∞稳定的充分条件,并基于LMI设计了满足H_∞性能指标的分布式状态估计器.最后通过数值仿真验证了所设计估计器的有效性.  相似文献   

2016年山东一次阵风锋触发的强对流天气分析          下载免费PDF全文

高晓梅  王世杰  王文波  王晓立  赵华  王新红 《山东气象》2018,38(2):67-75

利用常规观测、区域自动气象站、NCEP/NCAR再分析和雷达回波资料,对2016年6月30日山东一次阵风锋触发的强对流天气进行了分析。结果表明,此次强对流主要发生在高空槽与副热带高压相互作用、山东高低层受一致西南气流影响的环流形势下,阵风锋、地面辐合线和负变压中心所产生的抬升作用及近地面层冷空气的侵入使气温骤降是触发对流的关键因素。低层水汽充沛、湿层厚,属于上干下湿的不稳定层结。强对流发生区域处在假相当位温差（Δθse）和风暴相对螺旋度（storm relative helicity,SRH）的大值中心及其右侧位置。对流有效位能（convective available potential energy,CAPE）、850 hPa与500 hPa之间温差、大风指数、强天气威胁指数等都对此次强对流有较好的指示作用。0 ℃层高度和融化层高度较高是此次过程未出现大冰雹的原因。较强的0～3 km垂直风切变在强对流预报业务中需要注意。此次强对流过程是线状回波带前侧风暴内出现了阵风锋,阵风锋又不断触发雷暴使个别强单体风暴发展加强成为超级单体风暴,具有持续时间较短的中气旋、高悬的强回波、有界弱回波区、风暴顶辐散、窄带回波、径向速度大值区等回波特征。风暴移动速度比风暴承载层平均风速大,缩短了超级单体存在时间。此外,风暴参数与天气的强烈程度密切相关。  相似文献   

THE RELATIONSHIP BETWEEN HORIZONTAL VORTICITY INDUCED BY VERTICAL SHEAR AND VERTICAL MOTION DURING A SQUALL LINE PROCESS   总被引：2，自引：0，他引：2  

赵向军  丁治英 《热带气象学报(英文版)》2018,24(1):1-14

The horizontal vorticity equation used in this study was obtained using the equations of motion in the pressure coordinate system without considering friction, to reveal its relationship with vertical shear. By diagnostically analyzing each term in the horizontal vorticity equation during a squall line process that occurred on 19 June 2010, we found that the non-thermal wind term had a negative contribution to the local change of upward movement in the low-level atmosphere, and that its impact changed gradually from negative to positive with altitude, which could influence upward movement in the mid- and upper-level atmosphere greatly. The contribution of upward vertical transport to vertical movement was the largest in the low-level atmosphere, but had negative contribution to the upper-level atmosphere. These features were most evident in the development stage of the squall line. Based on analysis of convection cells along a squall line, we found that in the process of cell development diabatic heating caused the subsidence of constant potential temperature surface and non- geostrophic motion, which then triggered strong convergence of horizontal acceleration in the mid-level atmosphere and divergence of horizontal acceleration in the upper-level atmosphere. These changes of horizontal wind field could cause a counterclockwise increment of the horizontal vorticity around the warm cell, which then generated an increase of upward movement. This was the main reason why the non-thermal wind term had the largest contribution to the strengthening of upward movement in the mid- and upper-level atmosphere. The vertical transport of large value of horizontal vorticity was the key to trigger convection in this squall line process.  相似文献   

基于BPSO-NBayes的雷暴释用预报技术研究   总被引：1，自引：1，他引：0  

刘亚杰  胡邦辉  王学忠  王举  黄泓 《气象科学》2018,38(3):370-377

提出了一种新的雷暴预报法,即二进制粒子群-朴素贝叶斯分类器(Binary Particle Swarm Optimization-Naive Bayesian Classifiers,BPSO-NBayes)方法,以福州、连城、宁波3站为例,对使用T511数值预报产品站点的雷暴释用预报技术进行研究。利用2010—2014年T511数值预报产品和单站观测资料,使用BPSO-NBayes方法,建立了0~72 h雷暴预报模型,并与Fisher判别准则和Bayes判别准则进行比较。预报结果表明,BPSO-NBayes模型临界成功指数都在0.29以上,平均值达到0.33以上,是3种方法中最好的,空报率都在0.59以下,漏报率在0.60以下,而且变化幅度很小。BPSO-NBayes模型明显优于Fisher判别准则和Bayes判别准则,具有良好的稳定性和预报能力。  相似文献   

天津电力人体舒适度预报模型     

兰辉  左晓辰  郭玲  周慧 《气象科技》2018,46(3):625-630

为做好天津电力气象服务工作,提供符合电力负荷预测需求的人体舒适度预报产品,本文根据国内外多种人体舒适度预报模型,利用2002—2005年夏季天津逐日电力负荷数据和气象数据,计算天津市逐日平均人体舒适度,详细分析各模型计算结果与平均气温和气象负荷的对应关系。结果发现,UTCI模型、吕伟林室外预报模型和李源模型计算的人体舒适度更符合天津市人体舒适度感觉,且与电力气象负荷的线性相关性较好。鉴于吕伟林模型在我国应用较广,本文采用最小二乘法对吕伟林室外预报模型进行拟合订正,建立出符合天津市电力气象服务需求的人体舒适度预报模型。  相似文献   

基于智慧气象的数据接口的实现     

王婉  武鹏  郭学峰  等. 《气象与环境科学》2018,41(4):130-134

物联网、云计算、移动互联、大数据等新一代智能技术的迅猛发展,为智慧气象产品提供了技术支撑。由于气象信息系统数据类型多种多样,且来自多个部门、跨越多个系统平台,数据结构和格式也不相同,因此数据读取与处理是一项异常复杂的工程。为了解决该问题,开发了基于智慧气象的气象服务数据接口。基于智慧气象的数据接口,具有跨平台性、良好的响应速度、通用的数据交换格式,可使各种应用之间相互通信,并能创建新的应用。基于智慧气象的气象服务数据接口为RESTful风格,返回格式为JSON。数据接口的开发采用JAVA语言,基于Spring MVC+Spring Security Oauth2开发框架实现。数据存储采用Oracle数据库,分为冷、热两种数据。客户端对数据接口的访问,采用HTTP GET的方式发出数据请求,访问服务资源地址,获得JSON格式的数据返回结果。为加强数据接口访问的安全性,采用HTTPS POST方式访问授权接口获取访问令牌。基于智慧气象的数据接口,已为微信、微博、手机APP、网站等多个系统及保险公司、市政等多个单位提供数据支撑,且气象服务数据接口系统安全性高,具有较好的用户体验和兼容性。  相似文献   

乌鲁木齐机场一次寒潮多相态降水过程分析     

王清平  谭艳梅  陈春艳 《气象与环境科学》2018,41(3):109-116

利用常规观测资料及新疆区域自动站、乌鲁木齐风廓线雷达、多普勒雷达资料,针对2015年2月13日发生在乌鲁木齐地区的一次雨雪天气过程,从大气背景环境、风温垂直结构、冷暖平流及雨、雪相态转换成因等方面进行分析。结果表明:此次寒潮降水天气的大尺度环流背景是中亚地区高空脊向极区发展,脊顶北风引导极地冷空气南下,在西西伯利亚地区发展成大槽。大槽东移进入新疆地区后,槽后冷空气与北上的西南暖湿气流在天山山区汇合造成此次寒潮降水天气。乌鲁木齐机场出现雪转雨再转雪等相态转换,是由于先受冷平流控制,随着地面冷锋前部暖平流临近,低空暖层厚度加大,降雪粒子在降落过程中融化为雨滴,地面降水相态转为雨夹雪和雨,冷锋系统进入后,再次处于冷平流控制下,降水相态再由雨转为雪。风廓线雷达风场资料的分析结果表明,空中冷暖平流的性质和转换与降水相态变化有较好的对应关系;风廓线垂直速度显示,降雪粒子与雨滴粒子相比,垂直速度较小且雨滴粒子主要集中在1000 m以下。利用多普勒雷达产品分析地面冷锋的移动、空中冷暖平流的变化,有助于对降水相态变化的预报。  相似文献   

衡阳风变化及风能蕴藏量评估          下载免费PDF全文

陈涛  袁智生  李超  何炜炜  罗喜光 《中低纬山地气象》2018,42(5):65-69

利用衡阳9站1970—2016年测风数据,通过气候倾向率分析风速年、年代际变化,M-K检验风速突变年份,运用有效风能密度评估各区域风能蕴藏量,其结论如下:衡阳风速总体呈下降趋势,衡山减少最明显,风速减少极显著区域未出现突变;低海拔区风速集中在0～3. 4 m/s(85. 8%),1991—2016年风频两极分化,低速及高速区增多,中间出现断层。南岳山风速范围广,2005—2016年强风频区有缺失,主风频在3～5区间;2010年全面采用高灵敏度自动测风仪,低海拔区静风迅速减少;按照有效风能密度定义,南岳山风能丰富,低海拔区未达到可利用标准。  相似文献   

Field determination for roughness length above the different non-erodible surfaces     

HeQiang Du  Tao Wang  Xian Xue 《寒旱区科学》2017,9(1):67-77

Non-erodible elements, for its disturbance to the near-surface airflow, have been widely used in arid and semi-arid regions to protect the surface from wind erosion. Roughness length was usually used to evaluate the protection effect of non-erodible elements from wind erosion. In this study, the wind profiles above five types of non-erodible surfaces including gravel, wheat straw checkerboard barriers, cotton stem checkerboard barriers, shrubs, and herbs were measured and analyzed. The wind velocities above these surfaces increased with height approximately in logarithmic functions. The roughness length of different non-erodible surfaces was calculated by the functions of wind profiles. The results reveal that:(1) Roughness length increased with wind velocity in given wind velocity ranges. (2) On vegetative surfaces, wind did not effectively bend the stems. The threshold wind velocity for bending the stems of Achnatherum splendens was 4 m/s, 10 m/s for Agropyron cristatum, and for Artemisia ordosica, no obvious bending of stems even for wind velocity reaching 12 m/s. (3) Correlation analysis results show that the vegetation''s coverage and frontal area affect the roughness length more significantly than the other parameters. (4) The protective results of these non-erodible elements were evaluated. The checkerboard sand barriers made of cotton stem could provide more effective protection than that made of wheat straw. In the same coverage conditions, vegetation could provide more effective protection from wind erosion than gravel, and the blending of different non-erodible elements especially the combination of blending of vegeation and checkerboard sand barriers could provide more effective protection to the surface.  相似文献   

A GIS-based fire spread simulator integrating a simplified physical wildland fire model and a wind field model     

D. Prieto Herráez  L. Ferragut Canals  J. M. Cascón Barbero  A. Morillo Rodríguez 《International journal of geographical information science》2017,31(11):2142-2163

??This article discusses the integration of two models, namely, the Physical Forest Fire Spread (PhFFS) and the High Definition Wind Model (HDWM), into a Geographical Information System-based interface. The resulting tool automates data acquisition, preprocesses spatial data, launches the aforementioned models and displays the corresponding results in a unique environment. Our implementation uses the Python language and Esri’s ArcPy library to extend the functionality of ArcMap 10.4. The PhFFS is a simplified 2D physical wildland fire spread model based on conservation equations, with convection and radiation as heat transfer mechanisms. It also includes some 3D effects. The HDWM arises from an asymptotic approximation of the Navier–Stokes equations, and provides a 3D wind velocity field in an air layer above the terrain surface. Both models can be run in standalone or coupled mode. Finally, the simulation of a real fire in Galicia (Spain) confirms that the tool developed is efficient and fully operational.  相似文献