矩形排列的优化算法

研究了矩形排列的问题，提出了一种矩形排列问题的新方法。并在此基础上建立了实现该方法相应的优化算法。     

利用椭圆投影测量锥束CT系统投影坐标原点新方法

In order to determine the projected coordinate origin in the cone-beam CT scanning system with respect to the Feldkamp-Davis-Kress （FDK） algorithm, we propose a simple yet feasible method to accurately measure the projected coordinate origin. This method was established on the basis of the theory that the projection of a spherical object in the cone-beam field is an ellipse. We first utilized image processing and the least square estimation method to get each major axis of the elliptical Digital Radiography （DR） projections of a group of spherical objects. Then we determined the intersection point of the group of major axis by solving an over-determined equation set that was composed by the major axis equations of all the elliptical projections. Based on the experimental results, this new method was proved to be easy to implement in practical scanning systems with high accuracy and anti-noise capability.     

基于组合预测的变压器故障诊断模型

为了快速准确地预测出变压器的故障类型,及时做好维修工作,本文提出了一种基于非线性规划的组合预测模型.首先,利用改进的鲸鱼算法优化BP神经网络建立IWOA-BP预测模型;然后,在IWOA-BP预测模型和梯度提升树的基础上,利用非线性规划与遗传算法相结合的方法确定各算法的权系数,再将各算法的结果加权得出组合模型的最终预测结果.通过实例验证,IWOA-BP预测模型的变压器故障预测效果强于BP神经网络、随机森林等多种预测模型,并且利用IWOA-BP预测模型和梯度提升树建立的组合模型,其预测准确率高于组合中任意一种算法.