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OptimizationDesign and Numerical Simulation of Variable Tube Diameter Heat Exchanger for Split Air Conditioning Indoor Unit
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作者 Zheming Cheng Xinping Ou Yang +2 位作者 Leren Tao Zihao Wang Ke Sun 《Frontiers in Heat and Mass Transfer》 2026年第1期288-313,共26页
Energy shortage has become one of themost concerning issues in the world today,and improving energy utilization efficiency is a key area of research for experts and scholars worldwide.Small-diameter heat exchangers of... Energy shortage has become one of themost concerning issues in the world today,and improving energy utilization efficiency is a key area of research for experts and scholars worldwide.Small-diameter heat exchangers offer advantages such as reduced material usage,lower refrigerant charge,and compact structure.However,they also face challenges,including increased refrigerant pressure drop and smaller heat transfer area inside the tubes.This paper combines the advantages and disadvantages of both small and large-diameter tubes and proposes a combined-diameter heat exchanger,consisting of large and small diameters,for use in the indoor units of split-type air conditioners.There are relatively few studies in this area.In this paper,A theoretical and numerical computation method is employed to establish a theoretical-numerical calculation model,and its reliability is verified through experiments.Using this model,the optimal combined diameters and flow path design for a combined-diameter heat exchanger using R32 as the working fluid are derived.The results show that the heat transfer performance of all combined diameter configurations improves by 2.79%to 8.26%compared to the baseline design,with the coefficient of performance(COP)increasing from 4.15 to 4.27~4.5.These designs can save copper material,but at the cost of an increase in pressure drop by 66.86%to 131.84%.The scheme IIIH,using R32,is the optimal combined-diameter and flow path configuration that balances both heat transfer performance and economic cost. 展开更多
关键词 Split air condition variable tube diameter enhanced heat transfer numerical simulation structural design optimization
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The potential mechanism and clinical application value of remote ischemic conditioning in stroke 被引量:3
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作者 Yajun Zhu Xiaoguo Li +6 位作者 Xingwei Lei Liuyang Tang Daochen Wen Bo Zeng Xiaofeng Zhang Zichao Huang Zongduo Guo 《Neural Regeneration Research》 SCIE CAS 2025年第6期1613-1627,共15页
Some studies have confirmed the neuroprotective effect of remote ischemic conditioning against stroke. Although numerous animal researches have shown that the neuroprotective effect of remote ischemic conditioning may... Some studies have confirmed the neuroprotective effect of remote ischemic conditioning against stroke. Although numerous animal researches have shown that the neuroprotective effect of remote ischemic conditioning may be related to neuroinflammation, cellular immunity, apoptosis, and autophagy, the exact underlying molecular mechanisms are unclear. This review summarizes the current status of different types of remote ischemic conditioning methods in animal and clinical studies and analyzes their commonalities and differences in neuroprotective mechanisms and signaling pathways. Remote ischemic conditioning has emerged as a potential therapeutic approach for improving stroke-induced brain injury owing to its simplicity, non-invasiveness, safety, and patient tolerability. Different forms of remote ischemic conditioning exhibit distinct intervention patterns, timing, and application range. Mechanistically, remote ischemic conditioning can exert neuroprotective effects by activating the Notch1/phosphatidylinositol 3-kinase/Akt signaling pathway, improving cerebral perfusion, suppressing neuroinflammation, inhibiting cell apoptosis, activating autophagy, and promoting neural regeneration. While remote ischemic conditioning has shown potential in improving stroke outcomes, its full clinical translation has not yet been achieved. 展开更多
关键词 Akt apoptosis autophagy cerebral perfusion cerebral vascular stenosis clinical transformation hemorrhagic stroke ischemic stroke NEUROINFLAMMATION neuroprotection Notch1 PI3K remote ischemic conditioning STROKE
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Optimization method of conditioning factors selection and combination for landslide susceptibility prediction 被引量:2
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作者 Faming Huang Keji Liu +4 位作者 Shuihua Jiang Filippo Catani Weiping Liu Xuanmei Fan Jinsong Huang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第2期722-746,共25页
Landslide susceptibility prediction(LSP)is significantly affected by the uncertainty issue of landslide related conditioning factor selection.However,most of literature only performs comparative studies on a certain c... Landslide susceptibility prediction(LSP)is significantly affected by the uncertainty issue of landslide related conditioning factor selection.However,most of literature only performs comparative studies on a certain conditioning factor selection method rather than systematically study this uncertainty issue.Targeted,this study aims to systematically explore the influence rules of various commonly used conditioning factor selection methods on LSP,and on this basis to innovatively propose a principle with universal application for optimal selection of conditioning factors.An'yuan County in southern China is taken as example considering 431 landslides and 29 types of conditioning factors.Five commonly used factor selection methods,namely,the correlation analysis(CA),linear regression(LR),principal component analysis(PCA),rough set(RS)and artificial neural network(ANN),are applied to select the optimal factor combinations from the original 29 conditioning factors.The factor selection results are then used as inputs of four types of common machine learning models to construct 20 types of combined models,such as CA-multilayer perceptron,CA-random forest.Additionally,multifactor-based multilayer perceptron random forest models that selecting conditioning factors based on the proposed principle of“accurate data,rich types,clear significance,feasible operation and avoiding duplication”are constructed for comparisons.Finally,the LSP uncertainties are evaluated by the accuracy,susceptibility index distribution,etc.Results show that:(1)multifactor-based models have generally higher LSP performance and lower uncertainties than those of factors selection-based models;(2)Influence degree of different machine learning on LSP accuracy is greater than that of different factor selection methods.Conclusively,the above commonly used conditioning factor selection methods are not ideal for improving LSP performance and may complicate the LSP processes.In contrast,a satisfied combination of conditioning factors can be constructed according to the proposed principle. 展开更多
关键词 Landslide susceptibility prediction conditioning factors selection Support vector machine Random forest Rough set Artificial neural network
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Improving the Performance of Thermoelectric Systems for Air Conditioning Using Different Configurations
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作者 Hind Abdulrahman Mahmood Ameer Abed Jaddoa Mohammed K.Al-Saadi 《Frontiers in Heat and Mass Transfer》 2025年第4期1281-1302,共22页
Thermoelectric air conditioning systems based on the Peltier effect had two modes:heating and cooling.In this work,the proposed design provides continuous improvement in COP from the first minute of operation.In cooli... Thermoelectric air conditioning systems based on the Peltier effect had two modes:heating and cooling.In this work,the proposed design provides continuous improvement in COP from the first minute of operation.In cooling mode,the coefficient of performance(COP)was 1.176 due to the techniques used in this device,and it increased to 1.24 in the last minute of operation.Concerning the steady-state scenario,from the first minute,the Qc was larger than the W for the entire duration of the operation.The output temperature reaches 18.97℃ ,and the temperature on the cold side reaches 4.96℃ in the fifteen minutes of operation.The cooling mood was checked in Iraq/Baghdad in October with a temperature of 31℃ .Furthermore,the heating mode was checked in December with a temperature of 22℃ .Due to the size of the component on the cold side being small compared with the size of the component on the heat side,it reached a steady state in 13 min.This means the COP in heating mode reached 1.01 in 14 min.Furthermore,due to the presence of a thermal insulator made inside the device to separate the cold side and the hot side,the difference in temperature causes a noticeable little ascent.This is why the COP increased because it kept the degree differences low.Performance enhancements were achieved by optimizing the behavior of thermoelectric materials.The device contains 3 Peltier elements,a water-cooled system with one Peltier,a heat sink,and a fan.The design of the dehumidification system addresses the humidity issue commonly associated with thermoelectric air conditioners.In this context,the results indicate that the humidity rates had decreased and the cooling rate had increased with these innovative techniques,and thus,excellent performance can be achieved even if the Seebeck coefficient is not at its highest based on the condition of providing the Peltier elements’reliability and optimal thermal performance for various applications requiring both cooling and heating functions.The insulation plays a critical role in maintaining the efficiency of the system,reducing energy consumption,and ensuring long-term functionality.The proposed system is valuable for devices or environments that demand precise and dual thermal control with minimal energy wastage. 展开更多
关键词 Peltier effect Seebeck coefficient COP THERMOELECTRIC air conditioning performance enhancement
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Analysis of Air Conditioning Unit Performance Due to Variations in Water Cooling Temperature Using an Extra Cooling Water Loop
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作者 Noor Moneer Basher Omar Rafae Alomar +1 位作者 Omar Mohammed Ali Diyar Abdullah Ahmed 《Frontiers in Heat and Mass Transfer》 2025年第6期2001-2024,共24页
The energy consumption of a Split air conditioning unit(ACU)inside a building is extremely large,and efforts to decrease this issue are ongoing.The current work aims to experimentally investigate the thermal performan... The energy consumption of a Split air conditioning unit(ACU)inside a building is extremely large,and efforts to decrease this issue are ongoing.The current work aims to experimentally investigate the thermal performance of ACU using an external cooling-water loop for pre-cooling the condenser to improve the efficiency and to reduce energy consumption by reducing refrigerant temperature before entering the condenser,thereby reducing the coefficient of performance.The experiments are performed on ACU with and without using an external cooling-water loop under different climate conditions.By using the experimental data,the systems’performances for both cases are evaluated based on the energy,exergy,and pressure drop analysis.Effects of several parameters,e.g.,ambient temperature,inlet water temperature,and water volume flow rate,on the energy and exergy performances of ACU systems are presented for the purpose of comparison.The outcomes display that the use of an external cooling water loop system has a significant impact on the system performance as compared to conventional ACU.The results display that the addition of an external cooling-water loop leads to a reduction in the compressor power consumption and to an increase in the coefficient of performance(COP)as compared to a normal ACU.The maximum reduction in compressor power consumption is obtained equal 37%at T_(w)=15℃and 11 L/min,whereas the maximum enhancement in COP is obtained equal 21.5%at T_(w)=30℃,11 L/min,and T_(amb)=45℃.The modified model shows an increase in exergy efficiency with the maximum enhancement of about 17%at T_(w)=30℃and 15.8 L/min.The use of an external cooling water loop leads to a reduction in the irreversibility process of the compressor,evaporator and expansion valve and to an increase in the condenser losses.The outcomes show that the pressure drop is reduced by using a cooling water loop as compared to a normal ACU,where the reduction becomes more evident with a reduction in water volume flow rate and inlet temperature.Finally,the present study reveals that the use of an external cooling water loop system leads to an improvement in the performance of ACUs. 展开更多
关键词 Air conditioning unit energy EXERGY water heat exchanger pressure drop pre-cool condenser
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Exploration of the Application of Remote Ischemic Conditioning in Nursing of Cardiac Arrest
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作者 Yi-maizi Xu Mingyue Yang +3 位作者 Fangchi Liu Chao Zhang Yimeng Yan Zhixian Feng 《Journal of Clinical and Nursing Research》 2025年第4期121-129,共9页
Cardiac arrest(CA)is a major global public health challenge,and its high morbidity and low survival rate pose severe tests for emergency and critical care.Although modern CPR techniques significantly improve the immed... Cardiac arrest(CA)is a major global public health challenge,and its high morbidity and low survival rate pose severe tests for emergency and critical care.Although modern CPR techniques significantly improve the immediate resuscitation success rate in CA patients,poor outcomes such as neurological impairment still significantly increase the long-term care burden and reduce the quality of survival.In recent years,the application of remote ischemic conditioning(RIC)has attracted much attention in the field of cardiac arrest through its unique myocardial-nerve dual protection mechanism against the heart.This paper summarizes the conceptual connotation,physiological mechanism,operation method,and its application progress in CA and explores the potential of this technology in the field of CA care in order to provide reference for the research and application of RIC in the field of emergency care. 展开更多
关键词 Remote ischemic conditioning Cardiac arrest NURSING Review
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Development of a Liquid Desiccant Air Conditioning System Using Ionic Liquids
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作者 Hiroshi Nakayama Masatoshi Harada Xinming Wang 《Journal of Civil Engineering and Architecture》 2025年第2期74-81,共8页
LDACs(liquid desiccant air-conditioners)with heat pump can perform cooling dehumidification or heating humidification,and have high energy-saving and sterilization performance.Therefore,they are installed in hospitals... LDACs(liquid desiccant air-conditioners)with heat pump can perform cooling dehumidification or heating humidification,and have high energy-saving and sterilization performance.Therefore,they are installed in hospitals,nursing homes,and food factories,where humidity control is required.However,LiCl(lithium chloride),a conventional humidity control liquid,is highly corrosive to metals,requiring the use of highly corrosion-resistant materials for the pipes and the heat exchangers.These lead to the problem that the manufacturing cost of the air conditioner increases.Therefore,we developed an inexpensive and compact LDAC by adopting a novel IL(ionic liquid)that does not corrode the metals commonly used in air conditioners.In this study,we evaluated the metal solubilities and sterilizing properties of the IL.Based on the physical properties of the IL,the humidity control module was improved for the purpose of downsizing and cost reduction of the unit.Moreover,we conducted a performance evaluation of the LDAC in the environmental test room under the condition in which temperature and humidity change rapidly in short period of time to simulate the condition of sudden showers of rain in summer.Test results showed that processed air was supplied at very stable level. 展开更多
关键词 Liquid desiccant air conditioning ILS heat pump DEHUMIDIFICATION
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Study on the Impact of Humidity Control Strategy on Energy Saving Effect of Centralized Central Air Conditioning System
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作者 Xiaolian Lin 《Journal of Electronic Research and Application》 2025年第4期303-309,共7页
As an indispensable part of modern buildings,centralized central air conditioning systems play an important role in maintaining the comfort and air quality of the indoor environment.However,with the increasing energy ... As an indispensable part of modern buildings,centralized central air conditioning systems play an important role in maintaining the comfort and air quality of the indoor environment.However,with the increasing energy consumption,how to improve the energy efficiency ratio of air conditioning systems and reduce energy consumption has become an important issue in research and practice.The purpose of this paper is to discuss the impact of humidity control strategies on energy saving in centralized central air conditioning systems,with a view to providing a theoretical basis and practical guidance for realizing building energy efficiency. 展开更多
关键词 Centralized central air conditioning system Energy saving potential Humidity control strategy Energy saving effect assessment
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Research on the Path of Integrating Innovation and Entrepreneurship Education into the Curriculum Ideology and Politics of Refrigeration and Air Conditioning Major in Colleges and Universities
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作者 Tianjiao Zhang Xi Chen +1 位作者 Ni Liu Zhaorui Zhao 《Journal of Contemporary Educational Research》 2025年第9期398-404,共7页
In the background of reform of higher education in the new era,how to organically integrate innovation and entrepreneurship education with curriculum ideology and politics has become a key proposition for deepening th... In the background of reform of higher education in the new era,how to organically integrate innovation and entrepreneurship education with curriculum ideology and politics has become a key proposition for deepening the reform of education and teaching.As an important branch in the field of engineering,the refrigeration and air conditioning major not only undertakes the professional mission of cultivating technical talents in the industry,but also shoulders the era responsibility of implementing the fundamental task of cultivating morality and talents.Combining with the characteristics of the refrigeration and air conditioning major,this paper systematically analyzes the internal logic and practical significance of the integration of innovation and entrepreneurship education and curriculum ideology and politics,and explores its implementation paths in aspects such as the excavation of curriculum content,the innovation of teaching methods,the construction of practical platforms and the optimization of evaluation systems.It aims to provide practical reference and theoretical support for promoting the collaborative education of professional education and ideological and political education. 展开更多
关键词 Innovation and entrepreneurship education Curriculum ideology and politics Refrigeration and air conditioning Education reform
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抢险火箭锚在土体中侵彻特性的数值模拟研究 被引量:2
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作者 孙东坡 乔驰 +2 位作者 董明家 刘明潇 孟奔 《华北水利水电大学学报(自然科学版)》 北大核心 2026年第1期9-16,共8页
【目的】江河堤防溃口堵复难以迅速奏效,采用火箭锚侵彻技术,在溃口处快速建立锚固点,能够有效提升抛投物的抗冲稳定性。为堤防溃口快速封堵提供有效方案,研究火箭锚在不同介质中的侵彻过程及力学特性。【方法】选取单体火箭锚为研究对... 【目的】江河堤防溃口堵复难以迅速奏效,采用火箭锚侵彻技术,在溃口处快速建立锚固点,能够有效提升抛投物的抗冲稳定性。为堤防溃口快速封堵提供有效方案,研究火箭锚在不同介质中的侵彻过程及力学特性。【方法】选取单体火箭锚为研究对象,选择土体为侵彻运动介质,借助三维数值模拟方法,建立火箭锚侵彻数学模型,设定不同的初始条件,开展侵彻模拟研究;通过土体侵彻三维模拟,从微观层面研究锚体在侵彻过程中的应力状态、土体的塑性应变以及锚体在土体中侵彻形成的空腔形态特征。【结果】模拟土体阻力造成的局部压强场主要集中在锚体头部,压强梯度变化不稳定;侵彻过程中锚体边界土体范式等效应力的变化与压强场变化同步响应,波动变化规律基本吻合;锚体初速度对其在土体中的侵彻深度有影响,随着初速度的增大,入土侵彻深度增大,但锚体稳定性降低,初速度超过临界值后,锚体会发生偏移,侵彻深度降低。【结论】研究结果有助于抢险专用火箭锚的设计,为科学、高效的堵口新技术应用提供理论基础与技术支撑。 展开更多
关键词 溃口堵复 火箭锚 侵彻运动 数值模拟 初始条件
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方向性海洋环境设计条件的确定和应用
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作者 李晔 李林斌 +1 位作者 位巍 韦斯俊 《船舶力学》 北大核心 2026年第2期271-281,共11页
考虑到海洋环境条件分布的方向性差异,在不降低海工结构可靠度的前提下,结构设计可采用方向性设计条件。与全方向设计条件相比,方向性设计条件通过重新分配各方向上的超越概率,来达到优化结构设计的目的。满足规范可靠度目标要求的方向... 考虑到海洋环境条件分布的方向性差异,在不降低海工结构可靠度的前提下,结构设计可采用方向性设计条件。与全方向设计条件相比,方向性设计条件通过重新分配各方向上的超越概率,来达到优化结构设计的目的。满足规范可靠度目标要求的方向性设计条件可采用本文提出的迭代方法确定,并针对具体结构进行设计分析和比较,以确定最优结构设计方案及其对应的最优方向性设计条件。分布拟合和大幅外推所带来的统计不确定性影响需要充分考虑,而采用本文提出的“组合法”来获得方向性环境要素分布是降低统计不确定性影响的有效途径。 展开更多
关键词 方向性设计条件 全方向设计条件 结构可靠度 年超越概率
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Tree shrew models:A chronic social defeat model of depression and a one-trial captive conditioning model of learning and memory 被引量:23
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作者 王静 周启心 +2 位作者 田孟 杨跃雄 徐林 《Zoological Research》 CAS CSCD 北大核心 2011年第1期24-30,共7页
Recent genome studies indicate that tree shrew is in the order or a closest sister of primates,and thus may be one of the best animals to model human diseases.In this paper,we report on a social defeat model of depres... Recent genome studies indicate that tree shrew is in the order or a closest sister of primates,and thus may be one of the best animals to model human diseases.In this paper,we report on a social defeat model of depression in tree shrew(Tupaia belangeri chinensis).Two male tree shrews were housed in a pair-cage consisting of two independent cages separated by a wire mesh partition with a door connecting the two cages.After one week adaptation,the connecting door was opened and a brief fighting occurs between the two male tree shrews and this social conflict session consisted of 1 h direct conflict(fighting) and 23 h indirect influence(e.g.smell,visual cues) per day for 21 days.The defeated tree shrew was considered the subordinate.Compared with na?ve animals,subordinate tree shrews at the final week of social conflict session showed alterations in body weight,locomotion,avoidance behavior and urinary cortisol levels.Remarkably,these alterations persisted for over two weeks.We also report on a novel captive conditioning model of learning and memory in tree shrew.An automatic trapping cage was placed in a small closed room with a freely-moving tree shrew.For the first four trials,the tree shrew was not trapped when it entered the cage and ate the bait apple,but it was trapped and kept in the cage for 1 h on the fifth trial.Latency was defined as the time between release of the tree shrew and when it entered the captive cage.Latencies during the five trials indicated adaptation.A test trial 24 h later was used to measure whether the one-trial trapping during the fifth trial could form captive memory.Tree shrews showed much longer trapping latencies in the test trial than the adaptation trials.The N-methyl-d-aspartate(NMDA) receptor antagonist MK-801(0.2 mg/kg,i.p.),known to prevent the formation of memory,did not affect latencies in the adaptation trails,but did block captive memory as it led to much shorter trapping latencies compared to saline treatment in the test trial.These results demonstrate a chronic social defeat model of depression and a novel one-trial captive conditioning model for learning and memory in tree shrews,which are important for mechanism studies of depression,learning,memory,and preclinical evaluation for new antidepressants. 展开更多
关键词 Social defeat DEPRESSION Captive conditioning Learning and memory Tree shrew
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不同贮藏方式对马铃薯龙葵素含量的影响
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作者 王颖 和霁恬 +5 位作者 聂绪恒 王崇进 尹自友 包丽仙 洪健康 杨万林 《中国食物与营养》 2026年第1期100-103,68,共5页
目的:明确贮藏条件对龙葵素积累的影响,为马铃薯的合理贮藏提供科学依据。方法:试验以云南省主栽品种云薯108为材料,分别研究自然光照射下和黑暗条件下,马铃薯不同部位的龙葵素积累规律。结果:薯皮中龙葵素含量最高,其次是薄壁细胞组织... 目的:明确贮藏条件对龙葵素积累的影响,为马铃薯的合理贮藏提供科学依据。方法:试验以云南省主栽品种云薯108为材料,分别研究自然光照射下和黑暗条件下,马铃薯不同部位的龙葵素积累规律。结果:薯皮中龙葵素含量最高,其次是薄壁细胞组织。在黑暗和自然光下贮藏30 d后,马铃薯薯皮中龙葵素含量分别为467.70、962.81μg/g;马铃薯薄壁细胞组织中龙葵素含量分别为24.39、111.10μg/g;马铃薯薯肉中龙葵素含量均为0μg/g。结论:黑暗条件下长期贮藏马铃薯仍会导致薯皮中龙葵素含量超标,引发食物中毒,但是薯肉中龙葵素未检出。因此,食用马铃薯时,削皮处理是保证安全的有效措施。 展开更多
关键词 马铃薯 贮藏条件 龙葵素 食品安全
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Analysis and Modeling of the Central Air-Conditioning System in Intelligent Buildings 被引量:6
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作者 郭巧 徐庆伟 《Journal of Beijing Institute of Technology》 EI CAS 2002年第3期295-297,共3页
The central air conditioning system in an intelligent building (IB) was analyzed and modeled in order to perform the optimization scheduling strategy of the central air conditioning system. A set of models proposed ... The central air conditioning system in an intelligent building (IB) was analyzed and modeled in order to perform the optimization scheduling strategy of the central air conditioning system. A set of models proposed and a type of periodically autoregressive model (PAR) based on the improved genetic algorithms (IGA) were used to perform the optimum energy saving scheduling. The example of the Liangmahe Plaza was taken to show the effectiveness of the methods. 展开更多
关键词 intelligent building analysis and modeling central air conditioning energy saving
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定量评估气象条件对滇池蓝藻水华发生的影响及预测
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作者 徐虹 戴丛蕊 +2 位作者 何雨芩 程晋昕 王玉尤婷 《水生态学杂志》 北大核心 2026年第2期89-96,共8页
对滇池蓝藻水华发生的可能性进行预测,为预防和开展藻华防治、保护水环境提供科学依据。基于2001―2021年逐日MODIS数据和随机森林算法,分别构建复苏期(3―6月)和高发期(7―12月)滇池蓝藻水华发生气象概率预测模型,并采用特征变量重要... 对滇池蓝藻水华发生的可能性进行预测,为预防和开展藻华防治、保护水环境提供科学依据。基于2001―2021年逐日MODIS数据和随机森林算法,分别构建复苏期(3―6月)和高发期(7―12月)滇池蓝藻水华发生气象概率预测模型,并采用特征变量重要性和偏依赖图定量评估了水华发生与气象因子之间的关系。结果表明:(1)近21年滇池蓝藻水华发生年累计频次和规模的均值分别为26.9次和7.30%,水华发生有明显的季节性特征。(2)影响水华发生的关键气象因子在复苏期为气温和风速,气温对水华发生的影响大于风速;高发期则为气温、风速、日照和降水,其中风速的影响最大,其次是气温,日照和降水的影响最小。(3)总体上,气温和降水会加剧蓝藻水华的发生,风速和日照则有抑制作用;气温、光照和降水对水华发生的影响具有一定的累积效应。(4)各因子对蓝藻水华的影响存在一定的适宜区间,超出或低于相应的区间可能会不利于水华的发生;当气温>18℃和风速<2.5 m/s时,发生水华的概率相对较高。(5)模型在复苏期的准确率、召回率、综合评价得分和受试者工作曲线下的面积值分别为80.1%、62.3%、63.4%和87.6%,而高发期为83.1%、85.2%、88.8%和86.0%。 展开更多
关键词 蓝藻水华 气象条件 出现概率 随机森林 滇池
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基于轻量化SE-ResNet和增量学习的铣刀磨损状态预测方法
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作者 李孝斌 王云龙 +2 位作者 尹超 李波 肖博 《计算机集成制造系统》 北大核心 2026年第1期91-104,共14页
在航空叶片、精密轴承等典型零件的铣削加工过程中,工况变化会引起数据分布变化,这使得基于有限历史工况数据训练的模型难以适应新工况的数据分布,从而导致模型在变工况下的预测性能下降。针对上述问题,提出一种基于轻量化压缩激励残差... 在航空叶片、精密轴承等典型零件的铣削加工过程中,工况变化会引起数据分布变化,这使得基于有限历史工况数据训练的模型难以适应新工况的数据分布,从而导致模型在变工况下的预测性能下降。针对上述问题,提出一种基于轻量化压缩激励残差网络(SE-ResNet)和增量学习的铣刀磨损状态预测方法。该方法利用轻量化SE-ResNet模型参数少、便于更新的特点,在预训练阶段完成模型的初始化,并通过增量学习在新工况数据上逐步更新模型,以适应变化的数据分布,从而提高变工况条件下铣刀磨损状态预测的准确性。实验结果表明,相较于多种对比方法,所提方法在变工况条件下具有更优的预测性能。 展开更多
关键词 变工况 增量学习 铣刀磨损状态预测 SE注意力机制
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苏北盆地阜二段页岩油保存条件对比分析
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作者 仇永峰 付茜 +7 位作者 孙雅雄 段宏亮 杨艳 徐飞 杨保良 刘世丽 周进峰 巩磊 《油气藏评价与开发》 北大核心 2026年第2期274-285,共12页
苏北盆地溱潼、高邮、金湖和海安凹陷古近系阜宁组二段(阜二段)页岩油勘探相继取得突破,是下一步增储上产的重要领域。各主力凹陷阜二段页岩油成藏演化过程差异较大,页岩油保存条件的差异性、控制因素和地层超压的发育规律认识不清,制... 苏北盆地溱潼、高邮、金湖和海安凹陷古近系阜宁组二段(阜二段)页岩油勘探相继取得突破,是下一步增储上产的重要领域。各主力凹陷阜二段页岩油成藏演化过程差异较大,页岩油保存条件的差异性、控制因素和地层超压的发育规律认识不清,制约了下一步勘探部署。从主力凹陷差异演化过程研究入手,结合顶底板条件、断层发育及活动性对比分析,明确了各凹陷页岩油保存条件差异性及影响因素,并揭示了复杂断块区异常高压的保存机制。结果表明,盆地东西部阜二段底板沉积相带的差异性是形成现今地层超压差异的基础;吴堡事件各凹陷内断层的活动性和发育程度,以及盆地西侧郯庐断裂带活动性对盆地各凹陷的差异控制作用(从西往东,各凹陷阜二段断层晚期活动性逐渐减弱),是各凹陷现今地层超压差异的核心;盐城组沉积中晚期,盆地东部的海安、盐城凹陷初次进入生烃门限,而中西部的溱潼、高邮和金湖凹陷局部经历加深、加熟和再次生烃,是各凹陷现今地层超压差异的关键。中—高成熟度页岩油首选勘探有利区位于金湖、高邮、溱潼凹陷的深凹稳定区,中—低成熟度页岩油首选勘探有利区位于海安和盐城凹陷的深凹区。此外,凹陷内部,断层规模越大,距离断层越近越不利于页岩油保存。研究成果对陆相断陷盆地页岩油勘探具有指导意义。 展开更多
关键词 苏北盆地 阜二段 页岩油 保存条件 地层超压
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不同转速工况下喷水推进泵的空化流动试验研究
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作者 龙云 郑凯旋 +2 位作者 万初瑞 蔡佑林 王宗龙 《哈尔滨工程大学学报》 北大核心 2026年第2期281-289,共9页
为了研究喷泵在不同转速下的空化流动现象和涡结构的干涉机理,本文基于喷泵闭式试验台在不同转速下的空化性能试验得到了喷泵在不同转速下的空化性能曲线,利用高速摄影技术获得了喷泵在不同转速工况在不同空化发展程度下的空化涡结构的... 为了研究喷泵在不同转速下的空化流动现象和涡结构的干涉机理,本文基于喷泵闭式试验台在不同转速下的空化性能试验得到了喷泵在不同转速下的空化性能曲线,利用高速摄影技术获得了喷泵在不同转速工况在不同空化发展程度下的空化涡结构的可视化图片。分析了各转速下喷水推进泵空化涡结构随空化发展的演变规律,讨论了转速对喷泵空化形态演变的影响。结果表明:转速的减小使喷泵空化发展的有效汽蚀余量值域范围变大,延缓了喷泵空化发展过程;转速的减小削弱了主流对涡结构的作用,改变了叶片对空化涡结构切割频率,对不同转速工况下的空化流动结构在运动位移和溃灭点的位置上形成差异。 展开更多
关键词 喷水推进泵 不同转速 高速摄影技术 空化性能试验 空化涡结构 空化演变规律 混流泵 不同空化工况 临界空化工况
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变速抽水蓄能机组水力-电气耦合仿真技术研究
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作者 许昌 卢伟甫 +5 位作者 曾雪洋 曹林宁 朱洒 冯陈 郭磊 于安 《排灌机械工程学报》 北大核心 2026年第2期164-172,共9页
为了有效提高电网安全稳定运行水平和新能源资源利用率等,构建了由有压输水系统、水泵水轮机、交流励磁发电机和调速器等组成的变速抽水蓄能机组精细化模型,对抽水蓄能电站典型水力过渡过程开展了深入的计算分析.研究结果表明,交流励磁... 为了有效提高电网安全稳定运行水平和新能源资源利用率等,构建了由有压输水系统、水泵水轮机、交流励磁发电机和调速器等组成的变速抽水蓄能机组精细化模型,对抽水蓄能电站典型水力过渡过程开展了深入的计算分析.研究结果表明,交流励磁变速机组数值仿真整机模型可有效进行各工况仿真,仿真动态过程符合机组实际运行过程,效果良好.变速抽水蓄能机组在发电工况的调速器功率模型下进行增减负荷时,机组转速由交流励磁控制,其转速可以迅速得到精确调整,定子侧有功也能快速稳定在指定值;机组在发电工况的调速器开度模型下进行增减负荷时,机组出力由交流励磁控制,定子侧有功能够快速稳定在指定值,机组转速则缓慢稳定在指定值. 展开更多
关键词 变速抽水蓄能机组 交流励磁 发电工况 调速器
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极端风况下漂浮式风力机尾流数值模拟
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作者 张立栋 刘阳 +2 位作者 陈怡冰 张磊 曹善桥 《华中科技大学学报(自然科学版)》 北大核心 2026年第1期27-32,共6页
针对漂浮式风力机尾流效应具有复杂非线性特征,极端风况引发的尾流速度突变会显著加剧这一现象,基于FAST.Farm平台构建新型三机系统(两台15 MW与一台5 MW漂浮式机组),通过调节小型机组在大型机组间的流向间距(2D和6D,D为叶轮直径),重点... 针对漂浮式风力机尾流效应具有复杂非线性特征,极端风况引发的尾流速度突变会显著加剧这一现象,基于FAST.Farm平台构建新型三机系统(两台15 MW与一台5 MW漂浮式机组),通过调节小型机组在大型机组间的流向间距(2D和6D,D为叶轮直径),重点探究极端工作阵风(EOG)、极端风向变化(EDC)、极端水平风切变(EWSH)和垂直风切变(EWSV)四种典型工况下的尾流演化规律.研究结果表明:当流向间距从2D增至6D时,小型机组对下游15 MW机组尾流影响区域下移,轮毂中心湍流强度降低10%.EOG工况下,系统整体功率提升13%,但湍流强度增幅达20%.EDC工况下,尾流效应减弱,流向间距对功率的影响减弱.极端风切变(EWS)工况下,存在着剧烈的尾流非对称性分布,EWSH工况对功率的影响显著强于EWSV工况,EWSV工况加剧了尾流的剪切效应,湍流强度波动幅度较大,应加强其载荷监测. 展开更多
关键词 风力机 极端风况 垂直串列 尾流 湍流强度
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