The modeling and optimization of an industrial-scale crude distillation unit （CDU） are addressed. The main spec- ifications and base conditions of CDU are taken from a crude oil refinery in Wuhan, China. For modelin...The modeling and optimization of an industrial-scale crude distillation unit （CDU） are addressed. The main spec- ifications and base conditions of CDU are taken from a crude oil refinery in Wuhan, China. For modeling of a com- plicated CDU, an improved wavelet neural network （WNN） is presented to model the complicated CDU, in which novel parametric updating laws are developed to precisely capture the characteristics of CDU. To address CDU in an economically optimal manner, an economic optimization algorithm under prescribed constraints is presented. By using a combination of WNN-based optimization model and line-up competition algorithm （LCA）, the supe- rior performance of the proposed approach is verified. Compared with the base operating condition, it is validat- ed that the increments of products including kerosene and diesel are up to 20% at least by increasing less than 5% duties of intermediate coolers such as second pump-around （PA2） and third Dump-around （PA3）.展开更多
探讨“经验法则”(rules of thumb)在高速印制电路板PCB设计中的应用,强调这些基于实践而非理论且易于记忆、大致准确的指南或原则,在缺乏昂贵分析工具时的重要作用。详细介绍在传输线、叠层、返回电流路径、串扰、信号完整性等方面的...探讨“经验法则”(rules of thumb)在高速印制电路板PCB设计中的应用,强调这些基于实践而非理论且易于记忆、大致准确的指南或原则,在缺乏昂贵分析工具时的重要作用。详细介绍在传输线、叠层、返回电流路径、串扰、信号完整性等方面的经验法则,包括阻抗匹配、走线布局、电流密度、电磁场影响等关键因素。同时,指出经验法则具有局限性,即“规则是用来打破的”,每个PCB设计都可能需要打破至少一条法则,以适应特定情况。展开更多
基金Supported by the National Natural Science Foundation of China(No.21376185)
文摘The modeling and optimization of an industrial-scale crude distillation unit （CDU） are addressed. The main spec- ifications and base conditions of CDU are taken from a crude oil refinery in Wuhan, China. For modeling of a com- plicated CDU, an improved wavelet neural network （WNN） is presented to model the complicated CDU, in which novel parametric updating laws are developed to precisely capture the characteristics of CDU. To address CDU in an economically optimal manner, an economic optimization algorithm under prescribed constraints is presented. By using a combination of WNN-based optimization model and line-up competition algorithm （LCA）, the supe- rior performance of the proposed approach is verified. Compared with the base operating condition, it is validat- ed that the increments of products including kerosene and diesel are up to 20% at least by increasing less than 5% duties of intermediate coolers such as second pump-around （PA2） and third Dump-around （PA3）.
文摘探讨“经验法则”(rules of thumb)在高速印制电路板PCB设计中的应用,强调这些基于实践而非理论且易于记忆、大致准确的指南或原则,在缺乏昂贵分析工具时的重要作用。详细介绍在传输线、叠层、返回电流路径、串扰、信号完整性等方面的经验法则,包括阻抗匹配、走线布局、电流密度、电磁场影响等关键因素。同时,指出经验法则具有局限性,即“规则是用来打破的”,每个PCB设计都可能需要打破至少一条法则,以适应特定情况。
