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基于Double Q-Learning的改进蝗虫算法求解分布式柔性作业车间逆调度问题
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作者 胡旭伦 唐红涛 《机床与液压》 北大核心 2025年第20期52-63,共12页
针对分布式柔性作业车间中存在的资源分配不均和调度稳定性不足问题,构建以最小化最大完工时间、机器总能耗和偏离度为目标的逆调度数学模型,提出一种基于Double Q-Learning的改进多目标蝗虫优化算法(DQIGOA)。针对该问题设计一种混合... 针对分布式柔性作业车间中存在的资源分配不均和调度稳定性不足问题,构建以最小化最大完工时间、机器总能耗和偏离度为目标的逆调度数学模型,提出一种基于Double Q-Learning的改进多目标蝗虫优化算法(DQIGOA)。针对该问题设计一种混合三层编码方式;提出一种基于逆调度特点的种群初始化方式以提高种群质量;引入权重平衡因子来提高非支配解存档中解集的多样性;将强化学习中的Double Q-Learning机制融入非支配解的选择过程,通过动态动作策略优化目标解的选取,提升调度方案的全局搜索能力与局部优化效率。最后构建26组算例,通过策略有效性分析证明了所提策略可显著提升DQIGOA算法的性能,并通过与NSGA-II、DE和SPEA-II算法进行对比证明DQIGOA算法的有效性。结果表明:相比NSGA-II、DE和SPEA-II算法,DQIGOA算法在HV、IGD、SP指标上均有优势,证明了DQIGOA能够有效提升解的收敛速度和多样性分布,在动态扰动条件下表现出更强的鲁棒性。 展开更多
关键词 分布式柔性作业车间 逆调度 蝗虫算法 double Q-Learning机制
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Impact attenuation mechanism of single/double-layer potting structures of MEMS devices under continuous double-pulse impact
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作者 Hao'nan Guo Yunbo Shi +4 位作者 Rui Zhao Yu'nan Chen Peng Zhang Liang Chen Tao Guo 《Defence Technology(防务技术)》 2025年第6期104-114,共11页
High-overload shocks are very likely to cause damage to the microstructure of MEMS devices, especially the continuous multiple high-overload shocks generated by the penetration of the multilayer target environment pos... High-overload shocks are very likely to cause damage to the microstructure of MEMS devices, especially the continuous multiple high-overload shocks generated by the penetration of the multilayer target environment pose more stringent challenges to its protective structure. In this study, the kinetic response model of the protective structure under single-pulse and continuous double-pulse impact is established,and a continuous double-pulse high overload impact test impact platform based on the sleeve-type bullet is constructed, and the protective performance of the multi-layer structure under multi-pulse is analyzed based on the acceleration decay ratio, and the results show that the protective performance of the structure has a positive correlation with its thickness, and it is not sensitive to the change of the load of the first impact;the first impact under double-pulse impact will cause damage to the microstructure through the superposition of the second impact. The first impact under double-pulse impact will cause an increase in the overload amplitude of the second impact through superposition;compared with the single-layer structure, the acceleration attenuation ratio of the double-layer structure can be increased by up to 26.13%, among which the epoxy-polyurethane combination has the best protection performance, with an acceleration attenuation ratio of up to 44.68%. This work provides a robust theoretical foundation and experimental basis for the reliable operation of MEMS devices, as well as for the design of protective structures in extreme environments. 展开更多
关键词 Continuous double pulse Protective structure Attenuation ratio MEMS devices
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基于softmax的加权Double Q-Learning算法 被引量:4
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作者 钟雨昂 袁伟伟 关东海 《计算机科学》 CSCD 北大核心 2024年第S01期46-50,共5页
强化学习作为机器学习的一个分支,用于描述和解决智能体在与环境的交互过程中,通过学习策略以达成回报最大化的问题。Q-Learning作为无模型强化学习的经典方法,存在过估计引起的最大化偏差问题,并且在环境中奖励存在噪声时表现不佳。Dou... 强化学习作为机器学习的一个分支,用于描述和解决智能体在与环境的交互过程中,通过学习策略以达成回报最大化的问题。Q-Learning作为无模型强化学习的经典方法,存在过估计引起的最大化偏差问题,并且在环境中奖励存在噪声时表现不佳。Double Q-Learning(DQL)的出现解决了过估计问题,但同时造成了低估问题。为解决以上算法的高低估问题,提出了基于softmax的加权Q-Learning算法,并将其与DQL相结合,提出了一种新的基于softmax的加权Double Q-Learning算法(WDQL-Softmax)。该算法基于加权双估计器的构造,对样本期望值进行softmax操作得到权重,使用权重估计动作价值,有效平衡对动作价值的高估和低估问题,使估计值更加接近理论值。实验结果表明,在离散动作空间中,相比于Q-Learning算法、DQL算法和WDQL算法,WDQL-Softmax算法的收敛速度更快且估计值与理论值的误差更小。 展开更多
关键词 强化学习 Q-LEARNING double Q-Learning Softmax
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Double casing warhead with sandwiched charge:The axial distribution of fragments velocities 被引量:2
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作者 Ping Ye Yongxiang Dong +5 位作者 Qitian Sun Peizhuo Shi Wang Yao Yongnan Li Yujing Li Mingze Li 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第4期201-216,共16页
The double casing warhead with sandwiched charge is a novel fragmentation warhead that can produce two groups of fragments with different velocity,and the previous work has presented a calculation formula to determine... The double casing warhead with sandwiched charge is a novel fragmentation warhead that can produce two groups of fragments with different velocity,and the previous work has presented a calculation formula to determine the maximum fragment velocity.The current work builds on the published formula to further develop a formula for calculating the axial distribution characteristics of the fragment velocity.For this type of warhead,the simulation of the dispersion characteristics of the detonation products at different positions shows that the detonation products at the ends have a much larger axial velocity than those in the middle,and the detonation products have a greater axial dispersion velocity when they are closer to the central axis.The loading process and the fragment velocity vary with the axial position for both casing layers,and the total velocity of the fragments is the vector sum of the radial velocity and the axial velocity.At the same axial position,the acceleration time of the inner casing is greater than that of the outer casing.For the same casing,the fragments generated at the ends have a longer acceleration time than the fragments from the middle.The proposed formula is validated with the X-ray radiography results of the four warheads previously tested experimentally and the 3D smoothedparticle hydrodynamics numerical simulation results of several series of new warheads with different configurations.The formula can accurately and reliably calculate the fragment velocity when the lengthto-diameter ratio of the charge is greater than 1.5 and the thickness of the casing is less than 20%its inner radius.This work thus provides a key reference for the theoretical analysis and the design of warheads with multiple casings. 展开更多
关键词 double casing warhead Sandwiched charge Fragment velocity Rarefaction wave Gurney formula Explosive loading
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Double设计在对称化L_2-偏差下的均匀性 被引量:2
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作者 雷轶菊 覃红 《华中师范大学学报(自然科学版)》 CAS CSCD 北大核心 2010年第3期369-372,共4页
二水平部分因子设计在工农业生产、科学实验等领域得到广泛应用,因此有关二水平部分因子设计的研究一直是热点问题.最近,一种称为doubling的方法被用来构造二水平部分因子设计,特别是在构造分辨度为Ⅳ的设计时,这种方法是非常简单但很... 二水平部分因子设计在工农业生产、科学实验等领域得到广泛应用,因此有关二水平部分因子设计的研究一直是热点问题.最近,一种称为doubling的方法被用来构造二水平部分因子设计,特别是在构造分辨度为Ⅳ的设计时,这种方法是非常简单但很实用的方法,本文从均匀性的角度来研究double设计,进一步讨论doubling方法的实用性,利用对称化L_2-偏差作为均匀性的测度,发现double设计D(X)的均匀性与初始设计X的均匀性有着密切的联系,给出了double设计在对称化L_2-偏差下的下界. 展开更多
关键词 double设计 对称化L2-偏差 均匀性 均匀设计
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面向堆内存漏洞的double free攻击方法检测 被引量:2
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作者 张超 潘祖烈 樊靖 《计算机应用研究》 CSCD 北大核心 2020年第S01期275-278,共4页
已有的软件测试系统只能检测出栈溢出漏洞和格式化字符串漏洞,并不能检测堆内存漏洞。为了实现面向堆内存漏洞double free攻击方法的自动检测,提出了一种堆内存漏洞double free攻击方法自动检测方法。该方法使用符号执行和污点分析技术... 已有的软件测试系统只能检测出栈溢出漏洞和格式化字符串漏洞,并不能检测堆内存漏洞。为了实现面向堆内存漏洞double free攻击方法的自动检测,提出了一种堆内存漏洞double free攻击方法自动检测方法。该方法使用符号执行和污点分析技术,通过总结double free攻击特征,建立double free攻击检测模型,并根据模型提出了相应的特征检测算法,实现了double free攻击的自动检测。使用五个公开测试集测试用例,通过CRAX方法来作对比。CRAX对五个测试用例都无法生成利用代码,而该方法可以针对其中三个生成利用代码。实验证明,提出的面向堆内存漏洞的double free攻击检测方法能够有效实现对double free攻击的检测。 展开更多
关键词 double free 符号执行 污点分析
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Q和Q_B准则在Double设计中的应用
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作者 张裕 鲁倩 覃红 《应用数学》 CSCD 北大核心 2008年第S1期43-47,共5页
一阶回归模型通常用来从众多因子当中筛选出效应显著的因子,而Q和QB准则能够比较简单地从众多合格的拟合子模型中找出最优设计.因此本文主要探讨了极大模型为一阶回归模型时,初始设计d分别与Double设计d dd-d,完全反转设计d-d,设计dd11-... 一阶回归模型通常用来从众多因子当中筛选出效应显著的因子,而Q和QB准则能够比较简单地从众多合格的拟合子模型中找出最优设计.因此本文主要探讨了极大模型为一阶回归模型时,初始设计d分别与Double设计d dd-d,完全反转设计d-d,设计dd11-dd22之间的关系,以及它们在Q和QB准则下的最优性关系. 展开更多
关键词 double设计 Q和QB准则 HADAMARD矩阵 极大模型
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基于多代理Double DQN算法模拟发电侧竞价行为 被引量:21
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作者 高宇 李昀 +2 位作者 曹蓉蓉 李宁峰 高铭泽 《电网技术》 EI CSCD 北大核心 2020年第11期4175-4182,共8页
强化学习已经成为研究发电侧竞价策略的重要方法,而Q-Learning算法的Q-table维度问题是限制其应用在发电侧竞价策略的主要原因,为此文章采用智能多代理Double DQN(doubledeepq-learningnetwork,DDQN)算法进行研究。DDQN算法采用神经网... 强化学习已经成为研究发电侧竞价策略的重要方法,而Q-Learning算法的Q-table维度问题是限制其应用在发电侧竞价策略的主要原因,为此文章采用智能多代理Double DQN(doubledeepq-learningnetwork,DDQN)算法进行研究。DDQN算法采用神经网络估计值函数与选择动作策略,解决了Q-Learning会因为状态序列的增加导致计算量庞大甚至无法求解的问题。此外,文章根据日前市场发电商报价方式设计了报价策略并作为DDQN的动作空间,将发电商中标电量与负荷需求作为DDQN的状态序列,在tensorflow环境中模拟竞价过程。实验结果表明,使用DDQN算法模拟发电商竞价行为是可行的,并且参与竞价的发电商都达到了纳什均衡点。 展开更多
关键词 多代理 double DQN 神经网络 竞价行为 纳什均衡
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基于Expectimax搜索与Double DQN的非完备信息博弈算法 被引量:7
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作者 雷捷维 王嘉旸 +2 位作者 任航 闫天伟 黄伟 《计算机工程》 CAS CSCD 北大核心 2021年第3期304-310,320,共8页
麻将作为典型的非完备信息博弈游戏主要通过传统Expectimax搜索算法实现,其剪枝策略与估值函数基于人工先验知识设计,存在假设不合理等问题。提出一种结合Expectimax搜索与Double DQN强化学习算法的非完备信息博弈算法。在Expectimax搜... 麻将作为典型的非完备信息博弈游戏主要通过传统Expectimax搜索算法实现,其剪枝策略与估值函数基于人工先验知识设计,存在假设不合理等问题。提出一种结合Expectimax搜索与Double DQN强化学习算法的非完备信息博弈算法。在Expectimax搜索树扩展过程中,采用Double DQN输出的估值设计估值函数并在限定搜索层数内获得分支估值,同时设计剪枝策略对打牌动作进行排序与部分扩展实现搜索树剪枝。在Double DQN模型训练过程中,将麻将信息编码为特征数据输入神经网络获得估值,使用Expectimax搜索算法得到最优动作以改进探索策略。实验结果表明,与Expectimax搜索算法、Double DQN算法等监督学习算法相比,该算法在麻将游戏上胜率与得分更高,具有更优异的博弈性能。 展开更多
关键词 double DQN算法 Expectimax搜索 非完备信息博弈 麻将 强化学习
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复杂光照与背景下的Double肤色模型人脸检测算法 被引量:1
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作者 于明慧 陈玮 《江南大学学报(自然科学版)》 CAS 2014年第5期517-522,共6页
针对复杂光照与背景的图像中难以准确检测出人脸的情况,提出一种复杂光照与背景下的Double肤色模型人脸检测算法。采用一种改进的光照补偿方法对图像进行光照预处理,融合改进的高斯肤色模型和非线性肤色模型,通过对融合算法进行收敛性... 针对复杂光照与背景的图像中难以准确检测出人脸的情况,提出一种复杂光照与背景下的Double肤色模型人脸检测算法。采用一种改进的光照补偿方法对图像进行光照预处理,融合改进的高斯肤色模型和非线性肤色模型,通过对融合算法进行收敛性验证与实例检验,证明了其可行性。实验结果表明,该算法能够对复杂背景及光照下多人脸、多姿态、遮挡、动态视频图像等情况的人脸检测有较好的检测效果。 展开更多
关键词 光照补偿 double肤色模型 复杂光照 多姿态人脸检测
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A strength reduction method based on double reduction parameters and its application 被引量:45
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作者 袁维 白冰 +1 位作者 李小春 汪海滨 《Journal of Central South University》 SCIE EI CAS 2013年第9期2555-2562,共8页
In the traditional strength reduction method,the cohesion and the friction angle adopt the same reduction parameter,resulting in equivalent proportional reduction.This method does not consider the different effects of... In the traditional strength reduction method,the cohesion and the friction angle adopt the same reduction parameter,resulting in equivalent proportional reduction.This method does not consider the different effects of the cohesion and friction angle on the stability of the same slope and is defective to some extent.Regarding this defect,a strength reduction method based on double reduction parameters,which adopts different reduction parameters,is proposed.The core of the double-parameter reduction method is the matching reduction principle of the slope with different angles.This principle is represented by the ratio of the reduction parameter of the cohesion to that of the friction angle,described as η.With the increase in the slopeangle,ηincreases; in particular,when the slope angle is 45°,tηis 1.0.Through the matching reduction principle,different safety margin factors can be calculated for the cohesion and friction angle.In combination with these two safety margin factors,a formula for calculating the overall safety factor of the slope is proposed,reflecting the different contributions of the cohesion and friction angle to the slope stability.Finally,it is shown that the strength reduction method based on double reduction parameters acquires a larger safety factor than the classic limit equilibrium method,but the calculation results are very close to those obtained by the limit equilibrium method. 展开更多
关键词 double reduction parameter strength reduction method matching reduction principle slope stability
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A new double reduction method for slope stability analysis 被引量:16
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作者 白冰 袁维 李小春 《Journal of Central South University》 SCIE EI CAS 2014年第3期1158-1164,共7页
The core of strength reduction method(SRM) involves finding a critical strength curve that happens to make the slope globally fail and a definition of factor of safety(FOS). A new double reduction method, including a ... The core of strength reduction method(SRM) involves finding a critical strength curve that happens to make the slope globally fail and a definition of factor of safety(FOS). A new double reduction method, including a detailed calculation procedure and a definition of FOS for slope stability was developed based on the understanding of SRM. When constructing the new definition of FOS, efforts were made to make sure that it has concise physical meanings and fully reflects the shear strength of the slope. Two examples, slopes A and B with the slope angles of 63° and 34° respectively, were given to verify the method presented. It is found that, for these two slopes, the FOSs from original strength reduction method are respectively 1.5% and 38% higher than those from double reduction method. It is also found that the double reduction method predicts a deeper potential slide line and a larger slide mass. These results show that on one hand, the double reduction method is comparative to the traditional methods and is reasonable, and on the other hand, the original strength reduction method may overestimate the safety of a slope. The method presented is advised to be considered as an additional option in the practical slope stability evaluations although more useful experience is required. 展开更多
关键词 slope stability strength reduction method double strength reduction method factor of safety limit equilibrium method
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A new reaction system to determine nonlinear chemical fingerprint and its use in Panax ginseng identification method based on double reaction system 被引量:5
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作者 TAN Xue-ying DENG Fei-yue +2 位作者 ZHANG Tai-ming HUANG Jian CHEN Chun-nan 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第8期1895-1903,共9页
A new reaction system to determine nonlinear chemical fingerprint(NCF)and its use in identification method based on double reaction system was researched.Panax ginsengs,such as ginseng,American ginseng and notoginseng... A new reaction system to determine nonlinear chemical fingerprint(NCF)and its use in identification method based on double reaction system was researched.Panax ginsengs,such as ginseng,American ginseng and notoginseng were identified by the method.The NCFs of the three samples of Panax ginsengs were determined through two nonlinear chemical systems,namely system 1 consisting of sample components,H2SO4,MnSO4,NaBrO3,acetone and the new system,system 2 consisting of sample components,H2SO4,(NH4)4Ce(SO4)2,NaBrO3 and citric acid.The comparison between the results determined through systems 1 and 2 shows that the speed to determine NCF through system 2 is much faster than that through system 1;for systems 1 and 2,the system similarities of the same kind of samples are≥98.09%and 99.78%,respectively,while those of different kinds of samples are≤63.04%and 86.34%,respectively.The results to identify the kinds of some samples by system similarity pattern show that both the accuracies of identification methods based on single system 1 and 2 are≥95.6%,and the average values are 97.1%and 96.3%,respectively;the accuracy of the method based on double system is≥97.8%,and the average accuracy is 99.3%.The accuracy of the method based on double system is higher than that based on any single system. 展开更多
关键词 nonlinear chemical fingerprint double reaction system single reaction system authenticity identification Panax ginsengs
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A blockchain bee colony double inhibition labor division algorithm for spatio-temporal coupling task with application to UAV swarm task allocation 被引量:7
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作者 WU Husheng LI Hao XIAO Renbin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第5期1180-1199,共20页
It is difficult for the double suppression division algorithm of bee colony to solve the spatio-temporal coupling or have higher dimensional attributes and undertake sudden tasks.Using the idea of clustering,after clu... It is difficult for the double suppression division algorithm of bee colony to solve the spatio-temporal coupling or have higher dimensional attributes and undertake sudden tasks.Using the idea of clustering,after clustering tasks according to spatio-temporal attributes,the clustered groups are linked into task sub-chains according to similarity.Then,based on the correlation between clusters,the child chains are connected to form a task chain.Therefore,the limitation is solved that the task chain in the bee colony algorithm can only be connected according to one dimension.When a sudden task occurs,a method of inserting a small number of tasks into the original task chain and a task chain reconstruction method are designed according to the relative relationship between the number of sudden tasks and the number of remaining tasks.Through the above improvements,the algorithm can be used to process tasks with spatio-temporal coupling and burst tasks.In order to reflect the efficiency and applicability of the algorithm,a task allocation model for the unmanned aerial vehicle(UAV)group is constructed,and a one-to-one correspondence between the improved bee colony double suppression division algorithm and each attribute in the UAV group is proposed.Task assignment has been constructed.The study uses the self-adjusting characteristics of the bee colony to achieve task allocation.Simulation verification and algorithm comparison show that the algorithm has stronger planning advantages and algorithm performance. 展开更多
关键词 bee colony double inhibition labor division algorithm high dimensional attribute sudden task reforming the task chain task allocation model
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Effect of nitrite intercalated Mg-Al layered double hydroxides on mortar durability under Cl−and SO_(4)^(2-) coexisting environment 被引量:7
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作者 WANG Xu-hui XU Jin-xia TAN Qi-ping 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第2期546-560,共15页
The aim of this paper is to investigate the effect of nitrite intercalated Mg-Al layered double hydroxides(Mg-Al LDH-NO_(2))on mortar durability under the coexisting environment of Cl−and SO_(4)^(2-).Cl−and SO_(4)^(2-... The aim of this paper is to investigate the effect of nitrite intercalated Mg-Al layered double hydroxides(Mg-Al LDH-NO_(2))on mortar durability under the coexisting environment of Cl−and SO_(4)^(2-).Cl−and SO_(4)^(2-) binding properties of Mg-Al LDH-NO_(2) in simulated concrete pore solutions,Cl−and SO_(4)^(2-) diffusion properties of mortars with Mg-Al LDHNO 2 were examined.The steel corrosion and resistance of mortar against SO_(4)^(2-) attack were also evaluated.The results indicate that Mg-Al LDH-NO_(2) can effectively adsorb the Cl−and SO_(4)^(2-) in simulated concrete pore solution,and inhibit the diffusion of Cl−and SO_(4)^(2-) into cement mortars.The presence of SO_(4)^(2-) can greatly affect the uptake amount of Cl−,and there is a coupled effect of Cl−and SO_(4)^(2-) on their penetration into mortar specimens.In addition,Mg-Al LDH-NO_(2) can greatly upgrade the resistance of mortars against SO_(4)^(2-) attack and well prevent the steel from corrosion.However,Cl−will aggravate the SO_(4)^(2-) attack and SO_(4)^(2-) can initially decrease and then increase the steel corrosion. 展开更多
关键词 layered double hydroxides mortar durability SO_(4)^(2-)attack steel corrosion Cl−and SO_(4)^(2-)coexisting environment
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Double linear strain distribution assumption of RC beam strengthened with external-bonded or near-surface mounted fiber reinforced plastic 被引量:4
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作者 任振华 刘汉龙 周丰峻 《Journal of Central South University》 SCIE EI CAS 2012年第12期3582-3594,共13页
Rehabilitation of existing structures with fiber reinforced plastic(FRP)has been growing in popularity because they offer superior performance in terms of resistance to corrosion and high specific stiffness.The strain... Rehabilitation of existing structures with fiber reinforced plastic(FRP)has been growing in popularity because they offer superior performance in terms of resistance to corrosion and high specific stiffness.The strain coordination results of 34 reinforced concrete beams(four groups)strengthened with different methods were presented including external-bonded or near-surface mounted glass or carbon FRP or helical rib bar in order to study the strain coordination of the strengthening materials and steel rebar of RC beam.Because there is relative slipping between concrete and strengthening materials(SM),the strain of SM and steel rebar of RC beam satisfies the double linear strain distribution assumption,that is,the strain of longitudinal fiber parallel to the neutral axis of plated beam within the scope of effective height(h0)of the cross section is in direct proportion to the distance from the fiber to the neutral axis.The strain of SM and steel rebar satisfies the equation εGCH=βεsteel,where the value of β is equal to 1.1-1.3 according to the test results. 展开更多
关键词 double linear strain distribution assumption external-bonded structure near-surface mounted structure fiber reinforced plastic strengthening concrete beam
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Analysis of axial force of double circular arc helical gear hydraulic pump and design of its balancing device 被引量:3
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作者 WU Yi-fei GE Pei-qi BI Wen-bo 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第2期418-428,共11页
In view of the axial force produced in the working process of double arc helical gear hydraulic pump,the theory of differential equation of curve and curved surface was utilized so that the calculation formula of axia... In view of the axial force produced in the working process of double arc helical gear hydraulic pump,the theory of differential equation of curve and curved surface was utilized so that the calculation formula of axial force was obtained and the relationship between the axial force and structure parameters of gears was clarified.In order to balance the axial force,the pressure oil in the high pressure area was introduced into the end face of the plunger to press the plunger against the gear shaft,and the hydrostatic bearing whose type is plunger at the end of the shaft was designed.In order to verify the balance effect of axial force,the leakage owing to end clearance and volume efficiency of gear hydraulic pump before and after the balancing process was analyzed.This paper provides a new analysis idea and balance scheme for the axial force produced in the working process of the double arc helical gear hydraulic pump,which can reduce the leakage owing to end clearance caused by the axial force and improve the volume efficiency of the gear hydraulic pump. 展开更多
关键词 double arc helical gear gear hydraulic pump axial force hydrostatic bearing
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Novel active fault-tolerant control scheme and its application to a double inverted pendulum system 被引量:3
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作者 Cui Ping Weng Zhengxin Patton Ron 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第1期134-140,共7页
On the basis of the gain-scheduled H∞ design strategy, a novel active fault-tolerant control scheme is proposed. Under the assumption that the effects of faults on the state-space matrices of systems can be of affine... On the basis of the gain-scheduled H∞ design strategy, a novel active fault-tolerant control scheme is proposed. Under the assumption that the effects of faults on the state-space matrices of systems can be of affine parameter dependence, a reconfigurable robust H∞ linear parameter varying controller is developed. The designed controller is a function of the fault effect factors that can be derived online by using a well-trained neural network. To demonstrate the effectiveness of the proposed method, a double inverted pendulum system, with a fault in the motor tachometer loop, is considered. 展开更多
关键词 active fault-tolerant control neural network estimator gain-scheduled controller double inverted pendulum.
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Simulation of the plasticizing behavior of composite modified doublebase(CMDB)propellant in grooved calendar based on adaptive grid technology 被引量:3
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作者 Su-wei Wang Xiu-duo Song +6 位作者 Zong-kai Wu Lei Xiao Guang-pu Zhang Yu-bing Hu Ga-zi Hao Wei Jiang Feng-qi Zhao 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第6期1954-1966,共13页
The frequent occurrence of safety accidents during the calendering process is caused by the flammable and explosive properties of composite modified double-base(CMDB)propellant.Optimization of process parameters with ... The frequent occurrence of safety accidents during the calendering process is caused by the flammable and explosive properties of composite modified double-base(CMDB)propellant.Optimization of process parameters with the aid of fluid simulation technology could effectively ensure the safety of the calendering process.To improve the accuracy of the simulation results,material parameters and model structure were corrected based on actual conditions,and adaptive grid technology was applied in the local mesh refinement.In addition,the rheological behavior,motion trajectories and heat transfer mechanisms of CMDB propellant slurry were studied with different gaps,rotational rates and temperatures of two rollers.The results indicated that the refined mesh could significantly improve the contour clarity of boundaries and simulate the characteristics of CMDB propellant slurry reflux movement caused by the convergent flow near the outlet.Compared with the gap,the increased rotational rate of roller could promote the reflux movement and intensify the shear flow of slurry inside the flow region by viscous shear dragging.Meanwhile,under the synergistic effect of contact heat transfer as well as convective heat exchange,heat accumulated near the outlet and diffused along the reflux movement,which led to the countercurrent heat dissipation behavior of CMDB propellant slurry.The plasticizing mechanism of slurry and the safety of calendering under different conditions were explored,which provided theoretical guidance and reference data for the optimization of calendering process conditions.Based on the simulation results,the safety of the CMDB propellant calendering process could be significantly improved with a few tests conducted during a short research and development cycle. 展开更多
关键词 Composite modified double base propellant Calendering process Fluid simulation Vortex flow0
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Ballistic Testing and Thermal Behavior of Cast Double-base Propellant Containing BuNENA 被引量:2
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作者 Ahmed Maraden Petr Stojan +1 位作者 Robert Matyas Jan Zigmund 《火炸药学报》 EI CAS CSCD 北大核心 2017年第6期23-28,共6页
Preparation of cast double-propellant grains depends on the ability of nitrocellulose powder to swell and coalesce into a coherent mass when treated with a suitable solvent.The cast double-base process has been develo... Preparation of cast double-propellant grains depends on the ability of nitrocellulose powder to swell and coalesce into a coherent mass when treated with a suitable solvent.The cast double-base process has been developed into a highly versatile technique for manufacturing solid rocket charges.Propellants manufactured by this process provide a wide range of energies and burning rates.Successful preparation of cast double-base propellant grains has been performed using compatible casting liquid with the casting powder.BuNENA was used as an energetic plasticizer for manufacturing of casting powder.Burning rate measurements have been performed using closed bomb SV-2to investigate the burning behavior along a wide range of operating pressure.Plateau burning had been detected in pressure range(50-70)×105 Pa for the composition included BuNENA.DTA and TGA thermal analysis were conducted to evaluate the thermal behavior of the prepared cast double-base propellants.Results from DTA were used to calculate the apparent activation energy. 展开更多
关键词 CAST double base PROPELLANT BURNING rate thermal analysis BuNENA PLASTICIZER
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