基于决策树的矿井通风阻变型故障诊断及传感器优化布置

为实现矿井通风阻变型故障智能诊断,解决风速传感器优化布置与诊断模型不匹配的问题,提出基于决策树的矿井通风故障位置分类判断、故障量回归预测及嵌入式风速传感器优化布置一体化方法;以唐安矿为例对上述方法进行验证.结果表明:矿井通风空间数据集无量纲化能提高故障诊断准确率、提升模型收敛速度,剪枝能提高模型泛化能力;以基尼系数为嵌...     

山东省石灰岩山地的适生树种资源

本文简述了山东省石灰石岩山地的概况，列出了山东省石灰岩山地的适生树种名录，编制了分类检索表，提出了加速瘠薄山地绿化的建议和措施。     

一种基于可靠性理论的区域环境质量风险评价模型探讨

首先从理论上研究了用可靠性理论进行区域环境质量风险评价需要解决的几个基本问题,在此基础上,构建了环境污染故障树和区域环境质量风险评价的数学模型.这是一种以概率为基础的、新的区域环境质量风险评价模型,对于研究污染型工业系统的环境质量风险具有重要意义.     

北京市大气污染动态变化的树木年轮分析

利用从香山、颐和园公园所取得的油松年轮中提取的年轮宽度和年轮木质部中化学元素含量变化的信息 ,主要分析了油松年轮中化学元素含量随时间变化的特点 ,结合北京市社会经济分析 ,揭示了元素含量变化的成因 ,并恢复了北京市近两百年大气污染的历史。     

Sensor design for saltwater ingress detection in high reliable all-electric deep sea actuators

Subsea oil and gas production relies on Xmas Trees which are mounted on boreholes. Xmas Trees are an arrangement of different valve types and sizes actuated by hydraulic, electro-mechanic or all-electric actuators. All these actuators sharing problems with saltwater ingress and the re-sulting increased wear. This paper investigates potential effects which can be measured after saltwater ingress. Extensive testing is executed and the investigated effects are used for novel sensor designs. These designs are evaluated regarding certain requirements and a resulting sen-sor design is proposed for industrialization. The resulting sensor can then be used to collect new important data to support optimal maintenance in the subsea industry.     

Age and spatial distribution of the world's oldest trees

Extremely old trees have important roles in providing insights about historical climatic events and supporting cultural values, yet there has been limited work on their global distribution and conservation. We extracted information on 197,855 tree cores from 4854 sites and combined it with other tree age (e.g., the OLDLIST) data from a further 156 sites to determine the age of the world's oldest trees and quantify the factors influencing their global distribution. We found that extremely old trees >1000 years were rare. Among 30 individual trees that exceeded 2000 years old, 27 occurred in high mountains. We modeled maximum tree age with climatic, soil topographic, and anthropogenic variables, and our regression models demonstrated that elevation, human population density, soil carbon content, and mean annual temperature were key determinants of the distribution of the world's oldest trees. Specifically, our model predicted that many of the oldest trees will occur in high-elevation, cold, and arid mountains with limited human disturbance. This pattern was markedly different from that of the tallest trees, which were more likely to occur in relatively more mesic and productive locations. Global warming and expansion of human activities may induce rapid population declines of extremely old trees. New strategies, including targeted establishment of conservation reserves in remote regions, especially those in western parts of China and the United States, are required to protect these trees.