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基于基团拓扑的遗传神经网络工质临界温度预测

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化工学报 2016年第11期67卷 4689-4695页

作者：苏文赵力邓帅天津大学中低温热能高效利用教育部重点实验室天津300072

用遗传神经网络预测工质的临界温度,网络的输入参数为分子基团和拓扑指数,输出参数为临界温度。所划分的16个分子基团涵盖了制冷、热泵及有机朗肯循环系统中的大部分工质,所选拓扑指数能够分辨工质中所有的同分异构体。通过遗传算法优... 详细信息

用遗传神经网络预测工质的临界温度,网络的输入参数为分子基团和拓扑指数,输出参数为临界温度。所划分的16个分子基团涵盖了制冷、热泵及有机朗肯循环系统中的大部分工质,所选拓扑指数能够分辨工质中所有的同分异构体。通过遗传算法优化得到网络结构及初始参数后,由神经网络对工质临界温度进行预测,同时为了提高网络对临界温度预测的泛化能力,将200种工质划分成训练集、验证集及测试集。所得网络能够区分所有的同分异构体,且与实验值相比,各数据集临界温度的平均相对误差分别为1.18%、1.69%、1.28%,表明该网络对工质临界温度具有很好的预测能力。

关键词：热力学性质临界温度工质分子基团拓扑指数遗传算法神经网络

Green-Wave Traffic Theory Optimization and Analysis

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World Journal of Engineering and Technology 2014年第3期2卷 14-19页

作者： Xiaoping Wu shuai deng Xiaohong Du Jing Ma School of Civil Engineering & Mechanics Huazhong University of Science and Technology Wuhan China China Huaxi Engineering Design & Construction CO. LTD Wuhan Branch Wuhan China

This paper analyzed the applicable conditions of the Green-Wave traffic theory, used two-phase signal control concept to optimize the Green-Wave traffic theory, put forward specific program for cross intersections and T-intersections. The analysis concluded that the optimized Green-Wave traffic theory is favorable to improve road safety and reduce vehicle fuel consumption and reduce vehicle emissions and other aspects.

关键词： Green-Wave Traffic Two-Phase Signal Control Road Safety Energy Conservation and Emission Reduction Intersection

Stability mechanism and control of the pumpable supports in longwall recovery room

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International Journal of Mining Science and Technology 2024年第7期34卷 957-974页

作者： Dong Zhang Jianbiao Bai Zhijun Tian Zizheng Zhang Yonghong Guo Rui Wang Ying Xu Hao Fu shuai Yan Min deng shuaigang Liu State Key Laboratory of Coal Resources and Safe Mining China University of Mining and TechnologyXuzhou 221116China Key Laboratory of Xinjiang Coal Resources Green Mining Xinjiang Key Laboratory of Coal-bearing Resources Exploration and ExploitationXinjiang Engineering Research Center of Green Intelligent Coal MiningXinjiang Institute of EngineeringUrumqi 830023China Work Safety Key Laboratory on Prevention and Control of Gas and Roof Disasters for Southern Goal Mines Hunan Provincial Key Laboratory of Safe Mining Techniques of Coal MinesHunan University of Science and TechnologyXiangtan 411201China School of Mines China University of Mining and TechnologyXuzhou 221116China

The load-bearing performance(LBP)of pumpable supports(PPS)is crucial for the stability of longwall pre-driven recovery room(PRR)surrounding ***,the unbalanced bearing coefficient(UBC)of the PPS(undertaking unequal load along the mining direction)has not been investigated.A mechanical model of the PRR was established,considering the main roof cantilever beam structure,to derive an assessment formula for the load,the failure criteria,and the UBC of the ***,the generation mechanisms,and influencing factors of the UBC were *** sensitivity analysis shows that the main roof hanging length(l_(2))and the spacing between the PPS(r)significantly impact the UBC.A novel design of the PPS and the coupling control technology were proposed and applied to reduce the UBC of the PPS in the adjacent longwall *** results showed no failure of the PPS at the test site,with the UBC(ζ)reduced to 1.1 consistent with the design value(1.15)basically,fully utilizing the collaborative LBP of the ***,the maximum roof-to-floor convergence of the PRR was 234 mm,effectively controlling the stability of the surrounding rock of the PRR and ensuring the mining equipment recovery.

关键词： Pre-driven recovery room Pumpable supports Unbalanced bearing coefficient Hydraulic fracture Stability analysis Surrounding rock control

The actin motor protein OsMYA1 associates with OsExo70H1 and contributes to rice secretory defense by modulating OsSyp121 distribution

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Journal of Integrative Plant Biology 2024年第9期66卷 2058-2075页

作者： Yuan‐Bao Li Chengyu Liu Ningning Shen shuai Zhu Xianya deng Zixuan Liu Li‐Bo Han Dingzhong Tang State Key Laboratory of Ecological Control of Fujian‐Taiwan Crop Pests Key Laboratory of Ministry of Education for GeneticsBreeding and Multiple Utilization of CropsPlant Immunity CenterFujian Agriculture and Forestry UniversityFuzhou 350002China College of Agriculture Fujian Agriculture and Forestry UniversityFuzhou 350002China College of Life Sciences Fujian Agriculture and Forestry UniversityFuzhou 350002China School of Future Technology Fujian Agriculture and Forestry UniversityFuzhou 350002China

Magnaporthe oryzae(***)is a devastating hemibiotrophic *** biotrophic invasive hyphae(IH)are enclosed in the extrainvasive hyphal membrane produced by plant cells,thus generating a front line of the battlefield between the pathogen and the host *** plants,defense-related complexes such as proteins,callose-rich materials and vesicles,are directionally secreted to this interface to confer defense responses,but the underlying molecular mechanism is poorly *** this study,we found that a Myosin gene,Myosin A1(OsMYA1),contributed to rice *** OsMYA1 knockout mutant exhibited decreased resistance to *** ***1 localizes to the actin cytoskeleton and surrounds the IH of ***1 interacts with an exocyst subunit,OsExo70H1,and regulates its accumulation at the plasma membrane(PM)and pathogen–plant ***,OsExo70H1 interacted with the rice syntaxin of the plants121 protein(OsSyp121),and the distribution of OsSyp121 to the PM or the pathogen–plant interface was disrupted in both the OsMYA1 and OsExo70H1 ***,these results not only reveal a new function of OsMYA1 in rice blast resistance,but also uncover a molecular mechanism by which plants regulate defense against *** by OsMYA1-initiated vesicle secretory pathway,which originates from the actin cytoskeleton to the PM.

关键词： cytoskeleton plant defense mechanism rice blast vesicle delivery

云扰动下太阳能驱动有机朗肯循环发电系统的动态特性

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天津大学学报（自然科学与工程技术版） 2016年第1期49卷 21-27页

作者：赵力赵玮奇邓帅天津大学中低温热能高效利用教育部重点实验室天津300072

基于200,k W级聚焦型槽式太阳能集热驱动的有机朗肯循环发电系统示范工程,通过Simulink软件建立了系统的动态模型,采用天津地区的气象数据作为输入,分别分析了典型日系统常规工况和太阳受云遮挡造成直射辐射迅速衰减的非常规工况下系统... 详细信息

基于200,k W级聚焦型槽式太阳能集热驱动的有机朗肯循环发电系统示范工程,通过Simulink软件建立了系统的动态模型,采用天津地区的气象数据作为输入,分别分析了典型日系统常规工况和太阳受云遮挡造成直射辐射迅速衰减的非常规工况下系统的动态特性.结果表明:常规工况中系统热、电功率与太阳直射辐射两者变化趋势相同,系统平均效率为12.68%;非常规工作状况中系统热源温度变化与达到恶劣工况的时间线性相关,相关系数为4.04;汽轮机发电功率受热源温度突变量影响分别是蒸发器和冷凝器的1.67倍和2.08倍,汽轮机输出对热源温度变化呈现高敏感性.

关键词：太阳能有机朗肯循环云扰动动态特性

基于改进贝叶斯优化算法的CNN超参数优化方法

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计算机应用研究 2019年第7期36卷 1984-1987页

作者：邓帅北京工业大学北京未来网络科技高精尖创新中心北京工业大学北京市物联网软件与系统工程技术研究中心

CNN框架中,如何对其模型的超参数进行自动化获取一直是一个重要问题。提出一种基于改进的贝叶斯优化算法的CNN超参数优化方法。该方法使用改进的汤普森采样方法作为采集函数,利用改进的马尔可夫链蒙特卡罗算法加速训练高斯代理模型。该... 详细信息

CNN框架中,如何对其模型的超参数进行自动化获取一直是一个重要问题。提出一种基于改进的贝叶斯优化算法的CNN超参数优化方法。该方法使用改进的汤普森采样方法作为采集函数,利用改进的马尔可夫链蒙特卡罗算法加速训练高斯代理模型。该方法可以在超参数空间不同的CNN框架下进行超参数优化。利用CIFAR-10、MRBI和SVHN测试集对算法进行性能测试,实验结果表明,改进后的CNN超参数优化算法比同类超参数优化算法具有更好的性能。

关键词：贝叶斯优化卷积神经网络高斯过程超参数优化

The method of external use of Chinese medicine in prevention of epidemic disease and its application in COVID-19

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Journal of Hainan Medical University 2020年第17期26卷 1-5页

作者： Jia-shuai deng Kai Li Gui-Juan Pan Yong Jiang Chengdu University of Traditional Chinese Medicine Chengdu 610075 Hainan Medical University Haikou 571199 Institute of Basic Theory for Chinese Medicine China Academy of Chinese Medical SciencesBeijing 100700China

The ancient people of our country have accumulated rich experience in prevention of epidemic disease in the course of fighting the epidemic for thousands of years,and invented effective methods of external use of Chinese medicine for preventing epidemic,some of these methods have been still used today,in addition to ensuring the health and safety of ancient people in *** the COVID-19 ravaged China today,all kinds of protective supplies for the general public is difficult to get,so the study of external use of Chinese medicine that preventing epidemic for modern society is still very significant and *** to the characteristics of COVID-19 and the theory of combination of disease-syndrome,based on the applicability and feasibility for modern society,combed out three methods of external use of Chinese medicine,including medicine hanging,medicine smearing and medicine fumigation,and made corresponding application recommendations for hospitals,communities,families to prevent epidemic disease.

关键词： Pestilence COVID-19 External use of Chinese medicine Medicine hanging Medicine smearing Medicine fumigation Common Pathogenesis Individual Pathogenesis

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碳捕集能耗分析模型的对比研究（英文）

Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2019年第11期20卷 882-892页

作者： Shuang-jun LI shuai deng Li ZHAOW Wei-cong XU Xiang-zhou YUAN Yang-zhou ZHOU Ya-wen LIANG Key Laboratory of Efficient Utilization of Low and Medium Grade Energy(Tianjin University) Ministry of EducationTianjin 300350China International Cooperation Research Centre of Carbon Capture in Ultra-low Energy-consumption Tianjin 300350China Department of Chemical and Biological Engineering Korea UniversitySeoul 02831Republic of Korea Tianjin Newcen Technical Co. Ltd.Tianjin 300384China

目的:碳捕集能耗较高的技术瓶颈,亟待热力学理论在交叉研究中解决。热力学理论工具在碳捕集技术能耗水平评估方面的准确性、有效性和局限性都尚未明确,且碳捕集能耗研究的共性规律仍未被把握。本文对现有能耗分析模型进行对比以揭示碳... 详细信息

目的:碳捕集能耗较高的技术瓶颈,亟待热力学理论在交叉研究中解决。热力学理论工具在碳捕集技术能耗水平评估方面的准确性、有效性和局限性都尚未明确,且碳捕集能耗研究的共性规律仍未被把握。本文对现有能耗分析模型进行对比以揭示碳捕集技术能耗的实质,并提出普适性和针对性恰当的能耗分析模型,以明确碳捕集能耗水平的"天花板"。创新点:1.提出热力学碳泵模型,分析碳捕集技术理想能耗;2.对比不同碳捕集能耗分析模型,通过案例分析说明其不同特点和理想化程度的差异。方法:1.通过概念比拟,类比热泵概念,提出热力学碳泵概念,并阐述碳捕集过程是通过热或功驱动的二氧化碳从低浓度向高浓度逆向富集的非自发过程(图2和3),实现碳捕集技术实质的理想化概括;2.通过热力学理论推导,获得基于热力学碳泵模型的碳捕集最小理想能耗(公式(13));3.通过案例分析,论证热力学碳泵模型相对混合气体分离模型和碳泵模型的理想化程度是否更高(图9),以及其中碳源、汇的无限质容假设是否更接近理想状态。结论:1.通过碳泵模型可以得到碳捕集技术的理想能耗,并且碳泵模型相对混合气体分离模型在使用时更便捷。2.热力学碳泵模型相对碳泵模型的理想化程度更高;因为忽略碳源、汇由传质引起的不可逆性,热力学碳泵模型计算所得最小理想能耗比碳泵模型计算所得理想能耗更小。3.通过热力学碳泵模型分析直接空气碳捕集技术表明,其最小理想能耗是相同反应条件下烟气处理技术的4.916倍。

关键词：碳捕集能耗理论模型热力学碳泵

Determination of Fe and Zn contents and distributions in natural sphalerite/marmatite by various analysis methods

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Transactions of Nonferrous Metals Society of China 2020年第5期30卷 1364-1374页

作者： Hao LAI Jiu-shuai deng Zi-long LIU Shu-ming WEN Ling-yun HUANG State Key Laboratory of Complex Nonferrous Metal Resources Clean Utilization Faculty of Land Resource EngineeringKunming University of Science and TechnologyKunming 650093China School of Chemical&Environmental Engineering China University of Mining and Technology(Beijing)Beijing 100083China Tibet Huatailong Mining Development Co. Ltd.Lhasa 850200China

The contents of Fe and Zn in natural sphalerite samples were determined by chemical titration and spectroscopic techniques(portable X-ray fluorescence(P-XRF) spectrometry, electron probe microanalysis with energy dispersive spectroscopy(EPMA-EDS), electron probe microanalysis with wavelength dispersive spectroscopy(EPMA-WDS), and time-of-flight secondary ion mass spectrometry(To F-SIMS)). Besides, the distribution of Fe and Zn in sphalerite samples was analyzed by imaging EPMA-WDS and imaging To F-SIMS. The results show that Fe and Zn contents determined by each spectroscopic technique have good linearity with those determined by chemical titration(R^2>0.77), and the R^2 values of Fe are generally greater than those of Zn. The imaging analysis results revealed that Fe and Zn are not uniformly distributed in the sphalerite.

关键词： sphalerite marmatite Fe Zn analysis methods imaging