In this paper, a logistical regression statistical analysis (LR) is presented for a set of variables used in experimental measurements in reversed field pinch (RFP) machines, commonly known as “slinky mode” (SM), ob...In this paper, a logistical regression statistical analysis (LR) is presented for a set of variables used in experimental measurements in reversed field pinch (RFP) machines, commonly known as “slinky mode” (SM), observed to travel around the torus in Madison Symmetric Torus (MST). The LR analysis is used to utilize the modified Sine-Gordon dynamic equation model to predict with high confidence whether the slinky mode will lock or not lock when compared to the experimentally measured motion of the slinky mode. It is observed that under certain conditions, the slinky mode “locks” at or near the intersection of poloidal and/or toroidal gaps in MST. However, locked mode cease to travel around the torus;while unlocked mode keeps traveling without a change in the energy, making it hard to determine an exact set of conditions to predict locking/unlocking behaviour. The significant key model parameters determined by LR analysis are shown to improve the Sine-Gordon model’s ability to determine the locking/unlocking of magnetohydrodyamic (MHD) modes. The LR analysis of measured variables provides high confidence in anticipating locking versus unlocking of slinky mode proven by relational comparisons between simulations and the experimentally measured motion of the slinky mode in MST.展开更多
基于无线电探空仪和掩星的对流层顶观测虽然可以揭示对流层顶高度和温度的一些特性,但是在某一个地点的时间分辨率较低,资料的时间分辨率几乎都是以天计,同时所获得的对流层顶信息也不能直接反映对流层顶的产生、发展和消亡过程.借助于...基于无线电探空仪和掩星的对流层顶观测虽然可以揭示对流层顶高度和温度的一些特性,但是在某一个地点的时间分辨率较低,资料的时间分辨率几乎都是以天计,同时所获得的对流层顶信息也不能直接反映对流层顶的产生、发展和消亡过程.借助于MST雷达具有高时间分辨率和连续性这一显著优势,实时、连续地获得对流层顶雷达回波,通过构建普适性雷达对流层顶判读模型,可以更好地研究对流层顶高度和结构形态的时空演化过程.探空仪对比实验表明:雷达方法观测对流层顶高度与气象学方法观测对流层顶高度相差约2 km,这应该和二者的探测机制相关.统计分析2012年全年雷达对流层顶回波差异值可以发现,雷达对流层顶高度的年平均值为13.3 km,标准差为0.65 km;对流层顶回波差异平均值约为11.7 d B,标准差为4.3 d B,雷达对流层顶回波差异值直接反映了雷达对流层顶结构的稀疏状态.同时本文利用Lomb-Scargle谱分析方法检测了对流层顶结构形态的扰动周期,结果表明大气潮汐波和行星波分量会影响对流层顶的结构形态.展开更多
文摘In this paper, a logistical regression statistical analysis (LR) is presented for a set of variables used in experimental measurements in reversed field pinch (RFP) machines, commonly known as “slinky mode” (SM), observed to travel around the torus in Madison Symmetric Torus (MST). The LR analysis is used to utilize the modified Sine-Gordon dynamic equation model to predict with high confidence whether the slinky mode will lock or not lock when compared to the experimentally measured motion of the slinky mode. It is observed that under certain conditions, the slinky mode “locks” at or near the intersection of poloidal and/or toroidal gaps in MST. However, locked mode cease to travel around the torus;while unlocked mode keeps traveling without a change in the energy, making it hard to determine an exact set of conditions to predict locking/unlocking behaviour. The significant key model parameters determined by LR analysis are shown to improve the Sine-Gordon model’s ability to determine the locking/unlocking of magnetohydrodyamic (MHD) modes. The LR analysis of measured variables provides high confidence in anticipating locking versus unlocking of slinky mode proven by relational comparisons between simulations and the experimentally measured motion of the slinky mode in MST.
文摘基于无线电探空仪和掩星的对流层顶观测虽然可以揭示对流层顶高度和温度的一些特性,但是在某一个地点的时间分辨率较低,资料的时间分辨率几乎都是以天计,同时所获得的对流层顶信息也不能直接反映对流层顶的产生、发展和消亡过程.借助于MST雷达具有高时间分辨率和连续性这一显著优势,实时、连续地获得对流层顶雷达回波,通过构建普适性雷达对流层顶判读模型,可以更好地研究对流层顶高度和结构形态的时空演化过程.探空仪对比实验表明:雷达方法观测对流层顶高度与气象学方法观测对流层顶高度相差约2 km,这应该和二者的探测机制相关.统计分析2012年全年雷达对流层顶回波差异值可以发现,雷达对流层顶高度的年平均值为13.3 km,标准差为0.65 km;对流层顶回波差异平均值约为11.7 d B,标准差为4.3 d B,雷达对流层顶回波差异值直接反映了雷达对流层顶结构的稀疏状态.同时本文利用Lomb-Scargle谱分析方法检测了对流层顶结构形态的扰动周期,结果表明大气潮汐波和行星波分量会影响对流层顶的结构形态.
