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生物氧化预处理过程pH值随机分布控制方法研究 被引量:1
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作者 赵雅儒 高丙朋 《传感器与微系统》 CSCD 北大核心 2024年第8期56-59,63,共5页
生物氧化预处理过程中氧化槽pH值是影响细菌活性的关键因素之一,而pH值输出形态分布不符合高斯分布,使传统的均值和方差难以描述输出pH值分布,本文提出一种对矿浆输出pH的概率密度函数(PDF)统计信息控制方法。首先,采用B样条逼近矿浆输... 生物氧化预处理过程中氧化槽pH值是影响细菌活性的关键因素之一,而pH值输出形态分布不符合高斯分布,使传统的均值和方差难以描述输出pH值分布,本文提出一种对矿浆输出pH的概率密度函数(PDF)统计信息控制方法。首先,采用B样条逼近矿浆输出pH值的PDF统计信息;其次,针对权值向量之间的关系,利用动态神经网络(DNN)建立控制输入和权值向量之间的非线性动态模型,基于建立pH的PDF统计信息权值模型,设计滑模变结构控制器,通过构造Lyapunov函数进行稳定性分析;最后,实现输出PDF统计信息对目标PDF统计信息的跟踪。仿真结果验证了所提方法的有效性,为生物氧化预处理过程提供了新方法。 展开更多
关键词 氧化预处理过程 pH随机分布 B样条模型 概率密度函数统计信息 动态神经网络 滑模控制
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互连线延迟的瑞利度量 被引量:3
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作者 刘昆 郑文赟 +1 位作者 黄道君 侯劲松 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2005年第1期119-121,共3页
从统计概率的角度出发 ,提出一种采用瑞利分布的延迟度量———互连线延迟的瑞利度量 (RLD) 该算法仅需要采用前两个瞬态 ,计算简单 ,而且准确性较好 。
关键词 概率密度函数 统计密度函数 瞬态 瑞利分布
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Improved response surface method and its application in stability reliability degree analysis of tunnel surrounding rock 被引量:10
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作者 苏永华 张鹏 赵明华 《Journal of Central South University of Technology》 EI 2007年第6期870-876,共7页
An approach of limit state equation for surrounding rock was put forward based on deformation criterion. A method of symmetrical sampling of basic random variables adopted by classical response surface method was mend... An approach of limit state equation for surrounding rock was put forward based on deformation criterion. A method of symmetrical sampling of basic random variables adopted by classical response surface method was mended, and peak value and deflection degree of basic random variables distribution curve were took into account in the mended sampling method. A calculation way of probability moment, based on mended Rosenbluth method, suitable for non-explicit performance function was put forward. The first, second, third and fourth order moments of functional function value were calculated by mended Rosenbluth method through the first, second, third and fourth order moments of basic random variable. A probability density the function(PDF) of functional function was deduced through its first, second, third and fourth moments, the PDF in the new method took the place of the method of quadratic polynomial to approximate real functional function and reliability probability was calculated through integral by the PDF for random variable of functional function value in the new method. The result shows that the improved response surface method can adapt to various statistic distribution types of basic random variables, its calculation process is legible and need not itemtive circulation. In addition, a stability probability of surrounding rock for a tunnel was calculated by the improved method, whose workload is only 30% of classical method and its accuracy is comparative. 展开更多
关键词 response surface method Rosenbluth method statistic moment entropy density function quadratic polynomial
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