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Pressure control strategy for pump motor energy transfer unit 被引量:2
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作者 Yao Jing Zhang Wei +2 位作者 Cao Xiaoming Zhao Guichun Sun Menghui 《High Technology Letters》 EI CAS 2019年第3期286-293,共8页
Multi-level pressure source system is a novel hydraulic system with distinct advantage of energy saving. In order to balance each pressure level of the multi-level pressure source system, a pump motor energy transfer ... Multi-level pressure source system is a novel hydraulic system with distinct advantage of energy saving. In order to balance each pressure level of the multi-level pressure source system, a pump motor energy transfer unit is usually equipped. However, the pump motor energy transfer has the characteristics of poor starting and low response, which cause long time of pressure adjustment and large pressure jitter when the transformer is switched to system suddenly and the motor-side pressure has pressure impact when rail of the pump-side is switched. To address these problems, this paper proposes a compound control strategy of feedforward compensation control with Fuzzy-PID to improve the controllability of the multi-level pressure source system. A test rig of the pump motor energy transfer unit is built and the controllability of compound controller and PID controller are compared. The experiment results show that, compared with the traditional PID, the adjustment time and the pressure impact are reduced by 20% and 25% with the proposed compound control strategy. Therefore, the presented compound control strategy can be used to improve starting performance and robustness of the pump motor energy transfer unit control system. 展开更多
关键词 hydraulic system pump-motor energy transfer unit pressure control energy saving
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A General Equation for Calculating the‘True’Height of Transfer Unit in Extraction Columns 被引量:1
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作者 骆广生 李洪波 +1 位作者 费维扬 汪家鼎 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1998年第3期49-54,共6页
Based on single drop mass transfer models and two phase flow equation,a general equationfor calculating the‘true’height of transfer unit of extraction columns was derived and tested withfour types of extraction colu... Based on single drop mass transfer models and two phase flow equation,a general equationfor calculating the‘true’height of transfer unit of extraction columns was derived and tested withfour types of extraction columns with some different working systems.The calculated results fittedwell with those obtained by experiments. 展开更多
关键词 mass transfer extraction COLUMNS ’true’ HEIGHT of transfer unit
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Efficient Transfer of Patients with Critical Illnesses from General Wards to Intensive Care Units
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作者 Chien-Ming Tsao Tzu-Tsui Tsao 《Open Journal of Nursing》 2025年第1期67-77,共11页
Transferring patients with critical illnesses from general wards to intensive care units (ICUs) is a crucial and time-sensitive process. This article presents strategies for improving the efficiency of patient transfe... Transferring patients with critical illnesses from general wards to intensive care units (ICUs) is a crucial and time-sensitive process. This article presents strategies for improving the efficiency of patient transfers, particularly in hospitals where intensive care units are located in buildings separate from general wards. Patient transfers comprise several steps: physicians issue orders, relatives are notified, equipment is prepared, and medical staff coordinate. We identified three factors that influence transfer time: preparation time for bed transfer, time required for shift handovers, and time required for between-ward patient movement. Unfamiliarity with transfer routes and long elevator wait times were factors that also influenced transfer time. The following strategies were proposed: develop a standardized material checklist, design key notes for patient transfers, and optimize transfer routes. These strategies reduced transfer times by 40% to 43%. This study demonstrates that by addressing logistical challenges and streamlining relevant procedures, hospitals can enhance safety and quality of care during patient transfers. 展开更多
关键词 Critical Illnesses Intensive Care unit (ICU) Patient Safety Time Management transfer Process Optimization Patient transfer
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The theoretical study of one-carbon unit transfer with H_2O participation from imidazolidine to dUMP analogue
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作者 Chuan Song Qi Wei Li +1 位作者 Xin Min Wu Lei Xu 《Chinese Chemical Letters》 SCIE CAS CSCD 2007年第9期1159-1162,共4页
The ONIOM quantum mechanics method is used to study the reaction of one-carbon unit transfer from an imidazolidine to 6- aminouracil model with the participation of water molecules.The computation results show that in... The ONIOM quantum mechanics method is used to study the reaction of one-carbon unit transfer from an imidazolidine to 6- aminouracil model with the participation of water molecules.The computation results show that in this reaction the participation of H_2O molecule makes the energy barrier lower because of the H-bond interaction. 展开更多
关键词 Folate cofactor One-carbon unit transfer ONIOM DUMP dTMP
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The Study of One Carbon Unit Transfer from Imidazolidine to dUMP Analogue with ONIOM Theory
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作者 ChuanSongQI DaChengFENG ZhengTingCAI 《Chinese Chemical Letters》 SCIE CAS CSCD 2004年第1期123-126,共4页
ONIOM quantum mechanics method is used in this paper to study one-carbon unit transfer from imidazolidine to 6-aminouracil derivates. The computation results show that this reaction can be completed via three paths ow... ONIOM quantum mechanics method is used in this paper to study one-carbon unit transfer from imidazolidine to 6-aminouracil derivates. The computation results show that this reaction can be completed via three paths owing to the three different proton transfer modes. By calculation and analysis, we can find the direct proton transfer is the preferable pathway. 展开更多
关键词 H4folate one-carbon unit transfer dUMP.
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DFT Study on One-carbon Unit Transfer from 1,10-CH^+- tetrahydroquinoxaline to Methylamine
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作者 Chuan Song QI Da Cheng FENG +1 位作者 Hua Yang WANG Zheng Ting CAI 《Chinese Chemical Letters》 SCIE CAS CSCD 2003年第1期72-75,共4页
Density Functional Theory (DFT) method was used in this paper to study one-carbon transfer from 1,10-tetrahydroquinoxaline, an analogue of tetrahydrofolic acid, to methylamine. This reaction can be completed via two ... Density Functional Theory (DFT) method was used in this paper to study one-carbon transfer from 1,10-tetrahydroquinoxaline, an analogue of tetrahydrofolic acid, to methylamine. This reaction can be completed via two paths. From the computation result we can conclude that a general-acid catalysis exists in this reaction. By computation we find DFT has its limitation in describing a newly incorporated structure with a unit charge. 展开更多
关键词 Density Functional Theory (DFT) folate cofactor tetrahydroquinoxaline one-carbon unit transfer.
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Psychosocial Factors Associated with Transfer Anxiety among Open Heart Surgery Patients Transferred from the Intensive Care Unit to the General Ward
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作者 Jaya Rijal Wipa Sae-Sia Luppana Kitrungrote 《Health》 2020年第12期1583-1597,共15页
Introduction: Patient’s transfer from the intensive care unit (ICU) to the general ward indicates their improving health status. However, the transfer produces anxiety when patients enter an unfamiliar environment wi... Introduction: Patient’s transfer from the intensive care unit (ICU) to the general ward indicates their improving health status. However, the transfer produces anxiety when patients enter an unfamiliar environment with different care protocols and circumstances. Objectives: This study aimed to examine the level of ICU transfer anxiety among open heart surgery patients and determine the psychosocial factors associated with ICU transfer anxiety among open heart surgery patients. Methods: Data were collected in a cardiac center in Kathmandu City, Nepal among 95 open heart surgery patients within 24 hours of their transfer from an ICU to a general ward. The study used four self-reported questionnaires, namely the modified Mishel Uncertainty in Illness Scale for Adults, modified Brief COPE Inventory, Nurses’ Support Questionnaire, and State Anxiety Inventory. Results: Fifty-two patients (54.7%) had a high level of transfer anxiety. Spearman’s rank correlation showed that uncertainty in illness, coping, and nurses’ support were significantly related to transfer anxiety (p < 0.001). Conclusion: The results of this study suggest nurses to address uncertainty in illness of the patients, improve their coping abilities, and provide need-based nursing support to them during the transitional phase. Besides, clinicians and governmental agencies should contribute to implication of transitional guidelines, which can reduce transfer anxiety and promote health and recovery of the patients. 展开更多
关键词 transfer Anxiety UNCERTAINTY COPING Intensive Care unit Open Heart Surgery
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双环磁力齿轮磁场归类计算及环板间距影响分析
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作者 于家琦 刘东宁 +5 位作者 孙凤 赵芳 赵川 赵海宁 徐方超 李思奇 《机械传动》 北大核心 2026年第1期77-86,共10页
【目的】为准确高效地分析多轴双环磁力齿轮(Multishaft Double Ring-Plate Magnetic Gears,MDRMGs)的磁力与动力学特性,改善摆线式磁力齿轮(Cycloidal Permanent Magnetic Gear,CPMG)转臂轴承工况并延长使用寿命,将磁力齿轮与机械式环... 【目的】为准确高效地分析多轴双环磁力齿轮(Multishaft Double Ring-Plate Magnetic Gears,MDRMGs)的磁力与动力学特性,改善摆线式磁力齿轮(Cycloidal Permanent Magnetic Gear,CPMG)转臂轴承工况并延长使用寿命,将磁力齿轮与机械式环板齿轮相结合,设计了一种多轴双环磁力齿轮传动结构。【方法】提出一种磁场单元归类法,进而建立了高效且计及端部漏磁效应的气隙磁场及静态转矩数理模型;同时,基于Riccati传递矩阵法,建立了MDRMG偏心轴转子系统动力学模型。【结果】将磁场单元归类法与有限元法进行对比,发现二者所得的磁密度及磁力结果高度一致,但磁场单元归类法的计算耗时更短;分析还发现,环板间距的变化会影响磁场单元的归类计算及动力学模型中的集总参数,使得MDRMG的静态磁力转矩随环板间距的增加而增加,偏心轴的临界转速随环板间距的增加而减小。磁场单元归类法能够高效且准确地分析MDRMG的气隙磁场及转矩特性;同时,环板间距对MDRMGs的磁场和动力学性能有一定影响。 展开更多
关键词 磁力齿轮 磁场单元归类法 磁力转矩 Riccati传递矩阵 临界转速
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INFLUENCE OF PHASE RATIO ON PACKING EFFICIENCY IN COLUMNS FOR MASS TRANSFER PROCESSES 被引量:1
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作者 Reinhard Billet Michael Schultes 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 1997年第2期25-34,共10页
The phase ratio has been found to affect the packing efficiency in packed columns.To ac-count for the effect,a model is set up to correlate the height of a mass transfer unit with the phaseratio with reasonable accura... The phase ratio has been found to affect the packing efficiency in packed columns.To ac-count for the effect,a model is set up to correlate the height of a mass transfer unit with the phaseratio with reasonable accuracy.Proposed also is a correlation that allows to predict the efficiency inquestion at any given liquid-gas ratio using the knowledge of other efficiency values at other liquid-gas ratios. 展开更多
关键词 phase RATIO HEIGHT of a transfer unit PACKINGS
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Preparation and characterization of Mn/MgAlFe as transfer catalyst for SO_x abatement 被引量:4
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作者 Ruiyu Jiang Honghong Shan Chunyi Li Chaohe Yang 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2011年第2期191-197,共7页
A series of manganese-promoted MgAlFe mixed oxides, used as sulfur transfer catalysts, were prepared by acid-processed gelatin method and characterized by TGA-DTA, XRD, N2 adsorption-desorption and FT-IR techniques. I... A series of manganese-promoted MgAlFe mixed oxides, used as sulfur transfer catalysts, were prepared by acid-processed gelatin method and characterized by TGA-DTA, XRD, N2 adsorption-desorption and FT-IR techniques. It was found that the sulfur transfer catalysts with 0.5?3.0 wt% manganese showed its good dispersion in the precursor. The novel Mn/MgAlFe catalysts with 0.5?5.0 wt% manganese oxide showed a high oxidative adsorption rate and sulfur adsorption capacity, and 5.0 wt% Mn/MgAlFe sample was superior to the others for SO2 removal. Moreover, the presence of CO had no obvious effect on the adsorption activity of sulfur transfer catalysts for SO2 uptake. 展开更多
关键词 sulfur transfer catalyst Mn/MgAlFe SO2 emission control FCC unit
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Study on structural characteristics and adsorption performance of ultrasonic treated Mn-containing sulfur transfer agent
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作者 Ruiyu Jiang Jiling Zhang +3 位作者 Lei Zhang Qinfang Zhang Guihua Hou Ning Xu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2014年第6期789-794,共6页
To prepare manganese-containing spinel sulfur transfer agent with acid peptization, ultrasonic wave is used for the first time to modify the structure of sulfur transfer agent in this work. Mini fixed bed reactor was ... To prepare manganese-containing spinel sulfur transfer agent with acid peptization, ultrasonic wave is used for the first time to modify the structure of sulfur transfer agent in this work. Mini fixed bed reactor was used to investigate the effect of ultrasonic power, time and temperature on the structure and oxidation adsorption performance of sulfur transfer agent and the adsorption kinetics and mechanism of SO2 were analyzed. SEM, TEM, XRD and N2 adsorption-desorption techniques were employed to characterize and analyse the function of sulfur transfer agent. The results indicated that manganese-containing spinel is a kind of promising sulfur transfer agent and exhibits higher sulfur capacity and desulfurization degree under the selected conditions of the ultrasonic wave power of 60%, and with the treatment period for 3 h at a temperature of 60 ℃. 展开更多
关键词 ultrasonic treatment Mn-containing sulfur transfer agent SO2 adsorption FCC unit mixed oxide
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An Efficient Acceleration of Solving Heat and Mass Transfer Equations with the First Kind Boundary Conditions in Capillary Porous Radially Composite Cylinder Using Programmable Graphics Hardware
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作者 Hira Narang Fan Wu Abdul Rafae Mohammed 《Journal of Computer and Communications》 2019年第7期267-281,共15页
With the latest advances in computing technology, a huge amount of efforts have gone into simulation of a range of scientific phenomena in engineering fields. One such case is the simulation of heat and mass transfer ... With the latest advances in computing technology, a huge amount of efforts have gone into simulation of a range of scientific phenomena in engineering fields. One such case is the simulation of heat and mass transfer in capillary porous media, which is becoming more and more necessary in analyzing a number of eventualities in science and engineering applications. However, this procedure of numerical solution of heat and mass transfer equations for capillary porous media is very time consuming. Therefore, this paper pursuit is at making use of one of the acceleration methods developed in the graphics community that exploits a graphical processing unit (GPU), which is applied to the numerical solutions of such heat and mass transfer equations. The nVidia Compute Unified Device Architecture (CUDA) programming model offers a correct approach of applying parallel computing to applications with graphical processing unit. This paper suggests a true improvement in the performance while solving the heat and mass transfer equations for capillary porous radially composite cylinder with the first type of boundary conditions. This heat and mass transfer simulation is carried out through the usage of CUDA platform on nVidia Quadro FX 4800 graphics card. Our experimental outcomes exhibit the drastic overall performance enhancement when GPU is used to illustrate heat and mass transfer simulation. GPU can considerably accelerate the performance with a maximum found speedup of more than 5-fold times. Therefore, the GPU is a good strategy to accelerate the heat and mass transfer simulation in porous media. 展开更多
关键词 Numerical Solution Heat and Mass transfer General Purpose GRAPHICS Processing unit (GPGPU) CUDA
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An Efficient Acceleration of Solving Heat and Mass Transfer Equations with the Second Kind Boundary Conditions in Capillary Porous Composite Cylinder Using Programmable Graphics Hardware
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作者 Hira Narang Fan Wu Abdul Rafae Mohammed 《Journal of Computer and Communications》 2018年第9期24-38,共15页
With the recent developments in computing technology, increased efforts have gone into simulation of various scientific methods and phenomenon in engineering fields. One such case is the simulation of heat and mass tr... With the recent developments in computing technology, increased efforts have gone into simulation of various scientific methods and phenomenon in engineering fields. One such case is the simulation of heat and mass transfer in capillary porous media, which is becoming more and more important in analysing various scenarios in engineering applications. Analysing such heat and mass transfer phenomenon in a given environment requires us to simulate it. This entails simulation of coupled heat mass transfer equations. However, this process of numerical solution of heat and mass transfer equations is very much time consuming. Therefore, this paper aims at utilizing one of the acceleration techniques developed in the graphics community that exploits a graphics processing unit (GPU) which is applied to the numerical solutions of heat and mass transfer equations. The nVidia Compute Unified Device Architecture (CUDA) programming model caters a good method of applying parallel computing to program the graphical processing unit. This paper shows a good improvement in the performance while solving the heat and mass transfer equations for capillary porous composite cylinder with the second kind of boundary conditions numerically running on GPU. This heat and mass transfer simulation is implemented using CUDA platform on nVidia Quadro FX 4800 graphics card. Our experimental results depict the drastic performance improvement when GPU is used to perform heat and mass transfer simulation. GPU can significantly accelerate the performance with a maximum observed speedup of more than 7-fold times. Therefore, the GPU is a good approach to accelerate the heat and mass transfer simulation. 展开更多
关键词 Numerical Solution Heat and Mass transfer General Purpose GRAPHICS Processing unit (GPGPU) CUDA
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大概念教学能提升学生的素养吗?——基于小学数学“优化”单元的设计实验研究
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作者 刘徽 蔡小瑛 +3 位作者 徐亚萱 韩雪 朱德江 张朋 《华东师范大学学报(教育科学版)》 北大核心 2025年第10期44-63,共20页
大概念教学是落实素养的教学范式,素养的内核是创造性地解决现实世界的问题,因此其形成更符合高通路迁移的机制。在设计实验研究的方法论指导下,以小学数学“优化”单元为例开展研究。首先,通过课例研究等对大概念教学的理论原型进行迭... 大概念教学是落实素养的教学范式,素养的内核是创造性地解决现实世界的问题,因此其形成更符合高通路迁移的机制。在设计实验研究的方法论指导下,以小学数学“优化”单元为例开展研究。首先,通过课例研究等对大概念教学的理论原型进行迭代,从单元教学的各个不同维度对大概念教学与常规教学进行了比较,分别提取了要素及特征,明确了大概念教学的模型并予以实例化呈现。然后,通过对比实验研究对大概念教学模型进行成效检验。多元回归分析结果显示,大概念教学能提升学生的素养,体现为高通路迁移能力的增强。进一步分析不同数学基础的学生数据则发现,大概念教学能在短期内明显提升基础较好学生的素养,并潜在提升基础较弱学生的素养。 展开更多
关键词 大概念教学 素养 迁移 单元教学 设计实验研究
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基于VGGish-BiGRU的戏曲流派分类模型
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作者 龚谊承 王晓雨 《电子设计工程》 2025年第17期7-11,17,共6页
音乐类型分类(MGC)任务有助于提升音乐产业的效益和用户体验,为了弘扬戏曲文化,戏曲流派的识别与分类是一项具有挑战性的任务。传统的音频分类算法依赖于手动提取特征,导致特征表达能力较弱,从而产生一定误差。该文将迁移学习与深度学... 音乐类型分类(MGC)任务有助于提升音乐产业的效益和用户体验,为了弘扬戏曲文化,戏曲流派的识别与分类是一项具有挑战性的任务。传统的音频分类算法依赖于手动提取特征,导致特征表达能力较弱,从而产生一定误差。该文将迁移学习与深度学习相结合,利用预训练VGGish模型提取戏曲特征结合BiGRU模型对所建立的戏曲数据集进行自动分类。实验结果表明,该方法在自建的包含8个剧种共1500首音乐的戏曲数据集上获得0.78的分类精度。为了验证模型的泛化能力,将所搭建的方法用于公共数据集GTZAN上,同样展现出较好的分类效果。与现有的基准模型相比,该方法在性能上提升3.5%~15%。 展开更多
关键词 戏曲分类 深度学习 频谱分析 VGGish网络 双向门控循环单元 迁移学习
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飞机整机电缆检测智能辅助关键技术研究
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作者 闫静 张忆鑫 +1 位作者 孙大竞 武家弘 《航空计算技术》 2025年第3期93-97,共5页
整机电缆检测是飞机总装过程中不可缺少的重要环节,目前主要采用基于转接电缆的分布式检测方法,检测的准备工作包括工艺转接电缆的存放、取用、长度确定和其上航空电连接器与机上电缆端子一一对应等。由于工艺转接电缆重、识别电连接器... 整机电缆检测是飞机总装过程中不可缺少的重要环节,目前主要采用基于转接电缆的分布式检测方法,检测的准备工作包括工艺转接电缆的存放、取用、长度确定和其上航空电连接器与机上电缆端子一一对应等。由于工艺转接电缆重、识别电连接器种类多,检测时间长、效率低,亟需智能辅助。首先,提出一种工艺辅助单元,不仅能对工艺转接电缆进行批量化高效存、取,还可以对每根工艺转接电缆进行区分。其次,针对工艺辅助单元上不同工艺转接电缆,为现场快速提取其航空电连接器与飞机上线束端子的插接工艺信息,提出利用YOLOv5算法智能识别航空电连接器、并利用数据库检索实现的方案。最后对解决方案进行了实验验证。 展开更多
关键词 整机电缆检测 工艺转接电缆 工艺辅助单元 航空电连接器 YOLO
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基于二元疾病管理理论的ICU患者出科准备护理方案的实施效果评价
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作者 刘海金 吴碧瑜 +2 位作者 林彩霞 徐敏君 余晓岚 《中华急危重症护理杂志》 2025年第8期923-930,共8页
目的评估基于二元疾病管理理论的ICU患者出科准备护理方案的应用效果。方法采取类实验研究的非同期对照法,便利选择重症医学科收治的66对患者及照顾者为研究对象,2024年1月—3月入组的33对设为试验组,实施基于二元疾病管理理论的出科准... 目的评估基于二元疾病管理理论的ICU患者出科准备护理方案的应用效果。方法采取类实验研究的非同期对照法,便利选择重症医学科收治的66对患者及照顾者为研究对象,2024年1月—3月入组的33对设为试验组,实施基于二元疾病管理理论的出科准备护理方案;2023年9月—11月入组的33对设为对照组,实施常规护理。比较两组患者出科准备度、照顾者准备度、ICU住院天数、总住院天数和非计划重返ICU率。结果64对研究对象完成研究,试验组和对照组各32对。试验组患者及照顾者出科准备度评分均高于对照组,总住院天数低于对照组,差异有统计学意义(均P<0.05);试验组患者ICU住院天数低于对照组,差异无统计学意义(P>0.05);两组患者均未发生非计划重返ICU事件。结论基于二元疾病管理理论的ICU患者出科准备护理方案具有较好的科学性及实践意义,可以提高ICU患者与照顾者出科准备度,减少患者住院天数。 展开更多
关键词 重症监护病房 疾病管理 过渡期护理 转科 准备度
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基于热管传热的斯特林高温部件CFD敏感性研究
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作者 游尔胜 李依依 +3 位作者 幸奠川 蒋顺利 王甜蜜 徐建军 《核动力工程》 北大核心 2025年第S1期220-227,共8页
热管-斯特林耦合结构是热管堆系统中热管传热管束与斯特林发电机的几何和传热接口,负责将热管传递过来的堆芯热量传递给斯特林发电机内部的氦气工质。本文采用计算流体动力学(CFD)方法对热管-斯特林耦合结构的传热过程进行了计算分析,... 热管-斯特林耦合结构是热管堆系统中热管传热管束与斯特林发电机的几何和传热接口,负责将热管传递过来的堆芯热量传递给斯特林发电机内部的氦气工质。本文采用计算流体动力学(CFD)方法对热管-斯特林耦合结构的传热过程进行了计算分析,研究了多种冷、热边界对有效传热量、总传热温差等特征参数以及孔道表面温度分布的影响规律。研究结果表明,氦气侧换热能力对传热过程有一定影响,提高对流换热系数或降低氦气温度有利于进一步提高有效传热量。相比之下,热管侧边界条件对传热过程的影响更大,有可能在耦合结构的起始位置造成很大的温度梯度,使总传热温差明显变大,进而影响热管传热安全。因此,需要增强热管向斯特林高温部件的传热能力,并将最大热流密度限制在150 kW/m2以下,以确保热管堆系统运行过程中的热工安全。 展开更多
关键词 边界敏感性 计算流体动力学(CFD)计算 斯特林传热单元 热管堆
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知识单元特征对校企技术转移网络的作用机理——基于专利数据的MERGMs实证研究 被引量:2
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作者 张鑫 曹霞 《科学学与科学技术管理》 北大核心 2025年第3期108-126,共19页
技术转移是促进科技、经济紧密结合,提升我国高水平科技自立自强的有力抓手。高校和企业主体间性质的差异,导致科技成果产出和落地转化之间存在“割裂”现象,致使校企技术转移成为制约创新驱动发展的一大障碍。已有研究表明,知识是影响... 技术转移是促进科技、经济紧密结合,提升我国高水平科技自立自强的有力抓手。高校和企业主体间性质的差异,导致科技成果产出和落地转化之间存在“割裂”现象,致使校企技术转移成为制约创新驱动发展的一大障碍。已有研究表明,知识是影响科学技术创新与发展的重要因素,但知识单元特征对校企技术转移网络的作用机理尚不明晰。为此,基于社会网络理论和搜索重组理论,以新能源汽车发明专利数据为例,利用多层指数随机图模型,探讨了高校与企业知识单元特征对校企技术转移网络的影响机理。结果表明:高校知识单元的多样性、独特性及组合机会正向促进校企技术转移网络的形成,高校知识单元的组合潜力对校企技术转移网络具有抑制作用;企业知识单元的多样性、组合机会和组合潜力对校企技术转移网络的形成具有负向影响,企业知识单元的独特性对校企技术转移网络的形成具有显著的促进作用;知识单元的相似性对校企技术转移网络具有显著的正向影响。异质性检验表明,在不同地区,高校知识单元的多样性、独特性、组合机会及校企知识单元相似性对校企技术转移网络均具有显著的促进作用。高校知识单元多样性、高校知识单元独特性、高校知识单元组合机会、企业知识单元独特性和校企知识单元相似性,在不同阶段对校企技术转移网络均具有显著的正向影响。 展开更多
关键词 校企技术转移 技术转移网络 知识单元特征 知识网络 多层指数随机图
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多分支时间序列预测与迁移学习相结合的齿轮箱状态监测
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作者 赵文清 林炜超 《动力工程学报》 北大核心 2025年第8期1319-1329,共11页
为了提高利用监控和数据采集(supervisory control and data acquisition,SCADA)多变量长时间序列预测齿轮箱油温的精度,解决不同风电机组因处不同运行环境导致的数据分布不一致的问题,提出了一种基于多分支时间序列预测与迁移学习相结... 为了提高利用监控和数据采集(supervisory control and data acquisition,SCADA)多变量长时间序列预测齿轮箱油温的精度,解决不同风电机组因处不同运行环境导致的数据分布不一致的问题,提出了一种基于多分支时间序列预测与迁移学习相结合的齿轮箱状态监测方法。首先,利用极致梯度提升(extreme gradient boosting,XGBoost)算法筛选输入参数组成原始序列,对其进行分解得到季节与趋势序列。其次,提出季节、趋势序列特征提取模块获取季节及趋势特征的序列,将其与经过Informer模型处理后的特征序列进行融合后输入进多层感知机映射成最终的预测值,以构建提出的多分支时间序列预测网络(multi-branch time series prediction network,MBFN)。最后,利用迁移学习并结合一分类向量支持机(one-class support vector machine,OCSVM)模型及滑动窗口构建齿轮箱的健康指数,完成齿轮箱状态监测。实验结果表明,所提出模型的MBFN显著提高了油温预测精度,优于常规时间序列预测模型,所使用的迁移策略能以较少数据适应不同数据的分布,进而实现对齿轮箱的状态监测,并且所提出的模型可以提前18.9 d发出齿轮箱故障预警。 展开更多
关键词 风电机组 齿轮箱 状态监测 多分支网络 迁移学习
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