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基于改进Zero−DCE模型的矿井低照度图像增强方法
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作者 王轶玮 李晓宇 +1 位作者 翁智 白凤山 《工矿自动化》 北大核心 2025年第2期57-64,99,共9页
煤矿井下监控图像中存在噪声,清晰度低,且颜色和纹理信息缺失,采用基于机器学习的图像增强方法时还面临低照度−正常照度图像配对数据集采集困难的问题。提出一种改进零参考深度曲线估计(Zero−DCE)模型,并将其应用于矿井低照度图像增强... 煤矿井下监控图像中存在噪声,清晰度低,且颜色和纹理信息缺失,采用基于机器学习的图像增强方法时还面临低照度−正常照度图像配对数据集采集困难的问题。提出一种改进零参考深度曲线估计(Zero−DCE)模型,并将其应用于矿井低照度图像增强。使用Leaky ReLU激活函数替换Zero−DCE模型中的ReLU激活函数,以加快模型收敛速度,提升低照度图像特征学习效率;在Zero−DCE模型浅层与深层网络之间的跳跃连接处引入卷积块注意力模块(CBAM),以提高模型对图像关键特征的表达能力;在浅层网络中引入非对称卷积块(ACB),以优化模型对局部图像特征的学习能力和细节特征的表现能力;在深层网络中采用串联卷积核(CCK),以降低模型参数量和计算量,缩短模型训练时间。采用LOL公共数据集和矿井自建数据集进行实验验证,结果表明:改进Zero−DCE模型的均方误差(MSE)、峰值信噪比(PSNR)、结构相似性(SSIM)、自然图像质量评估器(NIQE)和视觉信息保真度(VIF)整体上优于典型图像增强模型,在自建数据集上的MSE和NIQE较Zero−DCE模型分别降低16.25%和2.93%,PSNR,SSIM和VIF分别提高2.87%,1.87%和17.64%;图像增强视觉效果较好,可在提高图像亮度的同时有效保留细节纹理信息,降噪效果明显;对单幅图像的推理时间为0.138 s,可实现图像实时增强。 展开更多
关键词 矿井低照度图像 图像增强 零参考深度曲线估计网络 Zero−DCE模型 无监督学习
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Accidental zero modes in a multiorbital superconductor with spin-orbital coupling
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作者 XIANG Ke WANG Da WANG Qianghua 《物理学进展》 北大核心 2025年第5期250-259,共10页
The Majorana zero modes in vortex cores are of extensive interest in the context of topological quantum computing.However,a zero-energy bound state may arise accidentally but is not necessarily a Majorana zero mode.Su... The Majorana zero modes in vortex cores are of extensive interest in the context of topological quantum computing.However,a zero-energy bound state may arise accidentally but is not necessarily a Majorana zero mode.Such accidental zero modes should be carefully ruled out in experiment in order to identify the genuine Majorana zero modes.We show that in a spin-orbital coupled multi-band superconductor,such as the iron-selenide superconductor,accidental zero modes indeed arise in the vortex core if the pairing symmetry is the so-called nodeless d-wave(defined in the absence of spin-orbital coupling).Instead,if the pairing sym-metry is s_(++)or s_(+−)with respect to the Fermi pockets split by the spin-orbital coupling,the accidental zero modes do not appear in the limit of weak spin-orbital coupling.Our results are not only important in the experimental identification of Majorana zero modes,but also provide an avenue to pinpoint the pairing symmetry of the iron-selenide superconductor. 展开更多
关键词 spin-orbital coupling Andreev approximation accidental zero mode
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Idle speed control of proton exchange membrane fuel cell system via extended Kalman filter observer
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作者 ZHAO Hong-hui DING Tian-wei +4 位作者 WANG Yi-lin HUANG Xing DU Jing HAO Zhi-qiang MIN Hai-tao 《控制理论与应用》 北大核心 2025年第8期1615-1624,共10页
When the proton exchange membrane fuel cell(PEMFC)system is running,there will be a condition that does not require power output for a short time.In order to achieve zero power output under low power consumption,it is... When the proton exchange membrane fuel cell(PEMFC)system is running,there will be a condition that does not require power output for a short time.In order to achieve zero power output under low power consumption,it is necessary to consider the diversity of control targets and the complexity of dynamic models,which brings the challenge of high-precision tracking control of the stack output power and cathode intake flow.For system idle speed control,a modelbased nonlinear control framework is constructed in this paper.Firstly,the nonlinear dynamic model of output power and cathode intake flow is derived.Secondly,a control scheme combining nonlinear extended Kalman filter observer and state feedback controller is designed.Finally,the control scheme is verified on the PEMFC experimental platform and compared with the proportion-integration-differentiation(PID)controller.The experimental results show that the control strategy proposed in this paper can realize the idle speed control of the fuel cell system and achieve the purpose of zero power output.Compared with PID controller,it has faster response speed and better system dynamics. 展开更多
关键词 proton exchange membrane fuel cell idle speed control zero power output output power nonlinear model extended Kalman filter observer
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MPZL2基因突变致耳聋1例
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作者 杨静静 曹俊彪 +2 位作者 郭玲 孙磊 臧珍 《中华耳科学杂志》 CSCD 北大核心 2024年第4期703-704,共2页
1临床资料患儿男,6岁,无耳聋家族史,母亲怀孕期间未感染病毒,出生3 d听力筛查双耳未通过,出生42 d复筛双耳仍未通过,于2017年7月4日来我院进行听力诊断。体检:营养中等,发育正常。耳科检查:双耳廓无畸形,外耳道畅洁,鼓膜完整,标志清楚。
关键词 Myelin Protein Zero Like 2(MPZL2) 基因突变 耳聋
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Cloud edge integrated security architecture of new cloud manufacturing system 被引量:1
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作者 ZHAO Longbo LI Bohu YUAN Haitao 《Journal of Systems Engineering and Electronics》 SCIE CSCD 2024年第5期1177-1189,共13页
With the rapid development of cloud manufacturing technology and the new generation of artificial intelligence technology,the new cloud manufacturing system(NCMS)built on the connotation of cloud manufacturing 3.0 pre... With the rapid development of cloud manufacturing technology and the new generation of artificial intelligence technology,the new cloud manufacturing system(NCMS)built on the connotation of cloud manufacturing 3.0 presents a new business model of“Internet of everything,intelligent leading,data driving,shared services,cross-border integration,and universal innovation”.The network boundaries are becoming increasingly blurred,NCMS is facing security risks such as equipment unauthorized use,account theft,static and extensive access control policies,unauthorized access,supply chain attacks,sensitive data leaks,and industrial control vulnerability attacks.Traditional security architectures mainly use information security technology,which cannot meet the active security protection requirements of NCMS.In order to solve the above problems,this paper proposes an integrated cloud-edge-terminal security system architecture of NCMS.It adopts the zero trust concept and effectively integrates multiple security capabilities such as network,equipment,cloud computing environment,application,identity,and data.It adopts a new access control mode of“continuous verification+dynamic authorization”,classified access control mechanisms such as attribute-based access control,rolebased access control,policy-based access control,and a new data security protection system based on blockchain,achieving“trustworthy subject identity,controllable access behavior,and effective protection of subject and object resources”.This architecture provides an active security protection method for NCMS in the digital transformation of large enterprises,and can effectively enhance network security protection capabilities and cope with increasingly severe network security situations. 展开更多
关键词 new cloud manufacturing system(NCMS) integrated cloud-edge-terminal security system architecture zero trust
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基于Z-O编码的两层WSNs隐私保护最值查询处理协议 被引量:5
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作者 戴华 秦小麟 +3 位作者 刘亮 季一木 付雄 孙研 《电子与信息学报》 EI CSCD 北大核心 2013年第4期970-976,共7页
无线传感器网络中的隐私保护技术已经成为研究热点,其中具有隐私保护能力的最值查询处理技术已经成为富有挑战性的研究问题。该文提出一种基于Zero-One(Z-O)编码的两层WSNs隐私保护最值查询处理(ZOPPM)协议。该协议通过引入Z-O编码技术... 无线传感器网络中的隐私保护技术已经成为研究热点,其中具有隐私保护能力的最值查询处理技术已经成为富有挑战性的研究问题。该文提出一种基于Zero-One(Z-O)编码的两层WSNs隐私保护最值查询处理(ZOPPM)协议。该协议通过引入Z-O编码技术,并结合Hash消息身份验证编码机制,对感知数据进行编码处理,然后由感知节点将编码数据发送至存储节点,与此同时,感知节点根据存储节点需求计算并传送加密数据;存储节点利用Z-O编码的数值比较特性,实现在无需感知数据明文参与下的数值线性关系比较,进而构造局部查询结果并发送给Sink,由Sink完成最终的最值查询结果计算。理论分析和实验结果表明,ZOPPM协议能够确保感知数据和最值查询结果的隐私安全性,并且其能耗优于现有的方法。 展开更多
关键词 两层WSNs 隐私保护 最值查询 Zero—One编码
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TCP/IP协议卸载技术性能与实现的研究 被引量:3
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作者 朱宏峰 刘天华 +1 位作者 刘杰 常桂然 《小型微型计算机系统》 CSCD 北大核心 2007年第4期609-614,共6页
本文通过分析当前计算机系统主要通信瓶颈,建立模型分析其卸载后的性能,得出协议卸载与节点处理能力、网络带宽、网卡处理能力以及需要处理的应用程序、网络数据包的强度有关的结论,得出了他们之间理想状态下的最优解.建立并初步实现TO... 本文通过分析当前计算机系统主要通信瓶颈,建立模型分析其卸载后的性能,得出协议卸载与节点处理能力、网络带宽、网卡处理能力以及需要处理的应用程序、网络数据包的强度有关的结论,得出了他们之间理想状态下的最优解.建立并初步实现TOE通信平台,实现零拷贝,利用Linux开源特点实现相应的软控制程序并结合ML403开发板实现相应的硬处理功能,实现简单数据包的收发. 展开更多
关键词 TOE Zero—Copy 吞吐率
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双足机器人动态步态规划 被引量:6
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作者 陈磊 张国良 +1 位作者 张维平 敬斌 《计算机工程与应用》 CSCD 2014年第1期267-270,共4页
针对目前仿人机器人动态步行在样机上实现较少的情况,将多项式插值方法运用于机器人踝关节轨迹规划,结合已知髋关节运动轨迹,利用几何约束的方法求取膝关节运动轨迹,得到完整步态周期内各关节运动规律,最终实现NAO机器人的动态步行。实... 针对目前仿人机器人动态步行在样机上实现较少的情况,将多项式插值方法运用于机器人踝关节轨迹规划,结合已知髋关节运动轨迹,利用几何约束的方法求取膝关节运动轨迹,得到完整步态周期内各关节运动规律,最终实现NAO机器人的动态步行。实验结果证实了基于多项式插值的几何约束规划方法是可行且有效的。 展开更多
关键词 NAO机器人 动态步态规划 零力矩点(ZMP) 逆运动学解算 Zero MOMENT Point(ZMP)
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基于交织的零相关序列集的扩展方法研究 被引量:1
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作者 李明阳 柏鹏 +2 位作者 李寰宇 王徐华 薛国红 《南京邮电大学学报(自然科学版)》 北大核心 2014年第2期72-77,共6页
为了减少参数限制对零相关区序列集构造的影响,文中提出一种零相关区序列集扩展方法。该方法将初始序列成对地进行交织变换从而构造出序列长度和零相关区都加倍的新序列集。在初始序列集具有最优参数且集合容量为偶数时,新序列集能够保... 为了减少参数限制对零相关区序列集构造的影响,文中提出一种零相关区序列集扩展方法。该方法将初始序列成对地进行交织变换从而构造出序列长度和零相关区都加倍的新序列集。在初始序列集具有最优参数且集合容量为偶数时,新序列集能够保持参数的最优性。该方法同样适用于零相关区序列偶集的扩展,且能够迭代进行从而获得更多的序列集。数值仿真验证了该方法的有效性。 展开更多
关键词 零相关区 交织 最优性 迭代 ZERO CORRELATION ZONE (ZCZ)
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汽车涂装最新技术动态 被引量:13
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作者 吴涛 《涂料工业》 CAS CSCD 2004年第9期12-14,共3页
减少涂装公害、降低涂装成本、提高涂装质量一直是涂装技术发展的主题。本文从涂装材料、涂料工艺、涂装设备。
关键词 汽车涂装 涂装材料 涂装工艺 设备 涂装管理 脱脂剂 P2 Zero 敷膜技术 涂装运输机
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Delta法和Zero法参数辨识的应用研究
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作者 吴梅 王瑜 《科学技术与工程》 北大核心 2012年第12期2828-2831,共4页
近年来,使用神经网络进行飞机系统辨识研究成为了研究的热点。研究了基于神经网络的Delta法和及其改进型——Zero法估计纵向气动参数的算法。使用加噪的飞机纵向数据仿真实验发现,Delta法和Zero法估计纵向气动参数不需要建立数学模型和... 近年来,使用神经网络进行飞机系统辨识研究成为了研究的热点。研究了基于神经网络的Delta法和及其改进型——Zero法估计纵向气动参数的算法。使用加噪的飞机纵向数据仿真实验发现,Delta法和Zero法估计纵向气动参数不需要建立数学模型和假设参数初值,在合理选择参数的情况下能较好的辨识气动参数.但是仿真实验发现,应用Delta法和Zero法估计参数对于飞行数据的质量、数量要求较高且辨识的精度并不是很理想,在应用的时候应该慎重。 展开更多
关键词 飞机气动参数辨识 神经网络 Delta法 Zero法
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带时滞的Holling-Tanner比率依赖型捕食被捕食模型的triple-zero分支
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作者 刘霞 常红翠 焦建锋 《河南师范大学学报(自然科学版)》 CAS 北大核心 2017年第1期98-105,共8页
主要讨论了一类被捕食者带扰动项且具有常数率收获的时滞捕食被捕食系统的triple zero分支问题.首先得到了系统的平衡点是triple zero奇点的存在条件,随后将原系统开拆标准型的计算转化为一个新系统的四重零分支标准型问题,通过推广应... 主要讨论了一类被捕食者带扰动项且具有常数率收获的时滞捕食被捕食系统的triple zero分支问题.首先得到了系统的平衡点是triple zero奇点的存在条件,随后将原系统开拆标准型的计算转化为一个新系统的四重零分支标准型问题,通过推广应用时滞微分方程的中心流形定理和标准型约化理论,推导出了原系统的triple zero分支的开拆标准型. 展开更多
关键词 捕食被捕食 时滞 TRIPLE zero分支 开拆标准型
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新一代人工智能技术驱动下的新药研发 被引量:8
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作者 吴昊 林铭 +2 位作者 孙懿 赵欣 蒲小平 《中国药理学通报》 CAS CSCD 北大核心 2019年第7期889-893,共5页
传统新药研发风险高而且周期长,资金投入也逐年增长,而人工智能(artificial intelligence,AI)技术可以改变传统新药研发模式,提高研发效率并降低再研成本。AI技术不仅能应用于靶点筛选,还能应用于表型筛选(phenotypic screening),从而... 传统新药研发风险高而且周期长,资金投入也逐年增长,而人工智能(artificial intelligence,AI)技术可以改变传统新药研发模式,提高研发效率并降低再研成本。AI技术不仅能应用于靶点筛选,还能应用于表型筛选(phenotypic screening),从而开展针对复杂疾病的新药研发,同时,小样本学习使得AI技术更加具有普适性。而AlphaGo Zero的出现为AI技术带来重大突破,将会推动新药研发的快速发展。 展开更多
关键词 新药研发 人工智能技术 靶点筛选 表型筛选 小样本学习 AlphaGo ZERO
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深度强化学习进展:从AlphaGo到AlphaGo Zero 被引量:106
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作者 唐振韬 邵坤 +1 位作者 赵冬斌 朱圆恒 《控制理论与应用》 EI CAS CSCD 北大核心 2017年第12期1529-1546,共18页
2016年初,AlphaGo战胜李世石成为人工智能的里程碑事件.其核心技术深度强化学习受到人们的广泛关注和研究,取得了丰硕的理论和应用成果.并进一步研发出算法形式更为简洁的AlphaGo Zero,其采用完全不基于人类经验的自学习算法,完胜Alpha... 2016年初,AlphaGo战胜李世石成为人工智能的里程碑事件.其核心技术深度强化学习受到人们的广泛关注和研究,取得了丰硕的理论和应用成果.并进一步研发出算法形式更为简洁的AlphaGo Zero,其采用完全不基于人类经验的自学习算法,完胜AlphaGo,再一次刷新人们对深度强化学习的认知.深度强化学习结合了深度学习和强化学习的优势,可以在复杂高维的状态动作空间中进行端到端的感知决策.本文主要介绍了从AlphaGo到AlphaGo Zero的深度强化学习的研究进展.首先回顾对深度强化学习的成功作出突出贡献的主要算法,包括深度Q网络算法、A3C算法、策略梯度算法及其他算法的相应扩展.然后给出AlphaGo Zero的详细介绍和讨论,分析其对人工智能的巨大推动作用.并介绍了深度强化学习在游戏、机器人、自然语言处理、智能驾驶、智能医疗等领域的应用进展,以及相关资源进展.最后探讨了深度强化学习的发展展望,以及对其他潜在领域的人工智能发展的启发意义. 展开更多
关键词 深度强化学习 AlphaGo ZERO 深度学习 强化学习 人工智能
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计算分岔规范型和普适开折的同调方法 被引量:1
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作者 彭国俊 陈潮填 《吉林大学学报(理学版)》 CAS CSCD 北大核心 2013年第5期783-788,共6页
应用同调方法研究分岔规范型和普适开折的显式计算.对于Z2对称的double-zero分岔,给出了同调方程,导出了规范型的显式计算公式,建立了计算普适开折的线性代数方程,并以一个修改的van der Pol系统为例,说明了该方法在分岔分析上的优势.
关键词 double—zero分岔 规范型 普适开折 同调方法
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QFT control based on zero phase error compensation for flight simulator 被引量:6
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作者 Liu Jinkun He Yuzhu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第1期125-131,共7页
To improve the robustness of high-precision servo systems, quantitative feedback theory (QFT) which aims to achieve a desired robust design over a specified region of plant uncertainty is proposed. The robust design... To improve the robustness of high-precision servo systems, quantitative feedback theory (QFT) which aims to achieve a desired robust design over a specified region of plant uncertainty is proposed. The robust design problem can be solved using QFT but it fails to guarantee a high precision tracking. This problem is solved by a robust digital QFT control scheme based on zero phase error (ZPE) feed forward compensation. This scheme consists of two parts: a QFT controller in the closed-loop system and a ZPE feed-forward compensator. Digital QFT controller is designed to overcome the uncertainties in the system. Digital ZPE feed forward controller is used to improve the tracking precision. Simulation and real-time examples for flight simulator servo system indicate that this control scheme can guarantee both high robust performance and high position tracking precision. 展开更多
关键词 Quantitative feedback theory Zero phase error Feed forward compensation Servo system Flight simulator
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Construction of Control Lyapunov Functions for a Class of Nonlinear Systems 被引量:5
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作者 CAI Xiu-Shan HAN Zheng-Zhi WANG Xiao-Dong 《自动化学报》 EI CSCD 北大核心 2006年第5期796-799,共4页
The construction of control Lyapunov functions for a class of nonlinear systems is considered. We develop a method by which a control Lyapunov function for the feedback linearizable part can be constructed systematica... The construction of control Lyapunov functions for a class of nonlinear systems is considered. We develop a method by which a control Lyapunov function for the feedback linearizable part can be constructed systematically via Lyapunov equation. Moreover, by a control Lyapunov function of the feedback linearizable part and a Lyapunov function of the zero dynamics, a control Lyapunov function for the overall nonlinear system is established. 展开更多
关键词 Nonlinear systems control Lyapunov functions semiglobal stabilization zero dynamics.
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Advanced treatment of biologically pretreated coking wastewater by intensified zero-valent iron process(IZVI) combined with anaerobic filter and biological aerated filter(AF/BAF) 被引量:4
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作者 潘碌亭 韩悦 吴锦峰 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期3781-3787,共7页
Experiments were conducted to investigate the behavior of the sequential system of intensified zero-valent iron process(IZVI) and anaerobic filter and biological aerated filter(AF/BAF) reactors for advanced treatment ... Experiments were conducted to investigate the behavior of the sequential system of intensified zero-valent iron process(IZVI) and anaerobic filter and biological aerated filter(AF/BAF) reactors for advanced treatment of biologically pretreated coking wastewater. Particular attention was paid to the performance of the integrated system for the removal of chemical oxygen demand(COD), ammonia nitrogen(NH3-N) and total nitrogen(TN). The average removal efficiencies of COD, NH3-N and TN were 76.28%, 96.76% and 59.97%, with the average effluent mass concentrations of 56, 0.53 and 18.83 mg/L, respectively, reaching the first grade of the national discharge standard. Moreover, the results of gas chromatography/mass spectrum(GC/MS) and gel permeation chromatography(GPC) analysis demonstrated that the refractory organic compounds with high relative molecular mass were partly removed in IZVI process by the function of oxidation-reduction, flocculation and adsorption which could also enhance the biodegradability of the system effluent. The removal efficiencies of NH3-N and TN were achieved mainly in the subsequent AF/BAF reactors by nitrification and denitrification. Overall, the results obtained show that the application of IZVI in combination with AF/BAF is a promising technology for advanced treatment of biologically pretreated coking wastewater. 展开更多
关键词 advanced treatment coking wastewater intensified zero valent iron BIOFILTER
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Experimental assessment of two-phase bubble pump for solar water heating 被引量:5
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作者 CHUNG Han-shik WOO Ju-sik +2 位作者 SHIN Yong-han KIM Jun-hyo JEONG Hyo-min 《Journal of Central South University》 SCIE EI CAS 2012年第6期1590-1599,共10页
The research goal is to develop a new solar water heater system(SWHS) that uses a solar bubble pump instead of an electric pump.The pump is powered by the steam produced from an evacuated tube collector.Therefore,heat... The research goal is to develop a new solar water heater system(SWHS) that uses a solar bubble pump instead of an electric pump.The pump is powered by the steam produced from an evacuated tube collector.Therefore,heat could be transferred downward from the collector to a hot water storage tank.The designed system consists of two sets of heat-pipe evacuated tube collectors,a solar bubble pump installed at an upper level and a water storage tank with a heat exchanger at a lower level.Discharge heads of 1 and 5 m were tested.The bubble pump could operate at the collector temperature of about 90-100 ℃ and vapor gage pressure of 80-90 kPa.It is found that water circulation within the SWHS depends on the incident solar intensity and system discharge head.Experimental investigations are conducted to obtain the system thermal efficiencies from the hourly,daily and long-term performance tests.The thermal performance of the proposed system is compared with conventional solar water heaters.The results show that the proposed system achieves system characteristic efficiency of 10% higher than that of the conventional systems using electric pump if taking the consumption of electric power into account.And the former is a zero carbon system. 展开更多
关键词 two-phase bubble pump solar water heater system (SWHS) zero carbon
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Heading constraint algorithm for foot-mounted PNS using low-cost IMU 被引量:3
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作者 GUI Jing ZHAO Heming XU Xiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第3期727-736,共10页
Foot-mounted pedestrian navigation system(PNS)is a common solution to pedestrian navigation using micro-electro mechanical system(MEMS)inertial sensors.The inherent problems of inertial navigation system(INS)by the tr... Foot-mounted pedestrian navigation system(PNS)is a common solution to pedestrian navigation using micro-electro mechanical system(MEMS)inertial sensors.The inherent problems of inertial navigation system(INS)by the traditional algorithm,such as the accumulated errors and the lack of observation of heading and altitude information,have become obstacles to the application and development of the PNS.In this paper,we introduce a heuristic heading constraint method.First of all,according to the movement characteristics of human gait,we use the generalized likelihood ratio test(GLRT)detector and introduce a time threshold to classify the human gait,so that we can effectively identify the stationary state of the foot.In addition,based on zero velocity update(ZUPT)and zero angular rate update(ZARU),the cumulative error of the inertial measurement unit(IMU)is limited and corrected,and then a heuristic heading estimation is used to constrain and correct the heading of the pedestrian.After simulation and experiments with low-cost IMU,the method is proved to reduce the localization error of end-point to less than 1%of the total distance,and it has great value in application. 展开更多
关键词 pedestrian navigation system(PNS) zero velocity update(ZUPT) gait detection heading constraint
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