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基于量子优化的铝电解多目标控制系统理论研究
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作者 李界家 王朝骏 朱景林 《轻金属》 CSCD 北大核心 2016年第6期24-29,34,共7页
针对电解铝生产节能降耗,提高能源利用率的需求,根据铝电解控制过程复杂,变量多等特点,提出了一种铝电解多目标优化控制策略。建立了基于Elman神经网络的铝电解直流电耗与电流效率的预测模型,铝电解多目标优化控制系统,采用BP神经网络... 针对电解铝生产节能降耗,提高能源利用率的需求,根据铝电解控制过程复杂,变量多等特点,提出了一种铝电解多目标优化控制策略。建立了基于Elman神经网络的铝电解直流电耗与电流效率的预测模型,铝电解多目标优化控制系统,采用BP神经网络控制器用以提高控制精度和动态跟踪精度,以及用量子优化的方法对BP神经网络控制器进行了优化。仿真结果表明基于量子优化算法的控制系统相比于改进型非劣分类遗传算法(NSGAII)优化的控制系统,理论上在相同的电流效率的情况下,直流电耗会明显降低。 展开更多
关键词 铝电解 多目标优化 BP神经网络 量子优化算法
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Ultraviolet irradiation dosimeter based on persistent photoconductivity effect of ZnO
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作者 王朝骏 杨珣 +4 位作者 臧金浩 陈彦成 林超男 刘忠侠 单崇新 《Chinese Physics B》 SCIE EI CAS CSCD 2020年第5期561-566,共6页
It is essential to determine the accumulative ultraviolet(UV)irradiation over a period of time in some cases,such as monitoring UV irradiation to the skin,solar disinfection of water,photoresist exposure,etc.UV colori... It is essential to determine the accumulative ultraviolet(UV)irradiation over a period of time in some cases,such as monitoring UV irradiation to the skin,solar disinfection of water,photoresist exposure,etc.UV colorimetric dosimeters,which use dyes'color change to monitor the amount of UV exposure,have been widely studied.However,the exposure data of these UV colorimetric dosimeters can hardly be converted to digital signals,limiting their applications.In this paper,a UV dosimeter has been proposed and demonstrated based on the persistent photoconductivity(PPC)in zinc oxide microwires(ZnO MWs).The PPC effect usually results in high photoconductivity gain but low response speed,which has been regarded as a disadvantage for photodetectors.However,in this work,the unique characteristics of the PPC effect have been utilized to monitoring the accumulative exposure.We demonstrate that the photocurrent in the ZnO MWs depends on the accumulative UV exposure due to the PPC effect,thus the photocurrent can be utilized to determine the UV accumulation.The dosimeter is immune to visible light and exhibits a photoconductive gain of 2654,and the relative error of the dosimeter is about 10%.This UV dosimeter with electrical output is reusable and convenient to integrate with other electronic devices and may also open a new application area for the PPC effect. 展开更多
关键词 DOSIMETRY persistent photoconductivity photodetectors ultraviolet
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