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NUMERICAL RESEARCH ON IMPACT OF AIR SYSTEM BLEEDING ON COMPRESSOR PERFORMANCE 被引量:1
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作者 赵斌 李绍斌 +1 位作者 李秋实 周盛 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2011年第1期38-47,共10页
Bled air from the high pressure compressor takes up 3%—5% in the air system.However,there are not many studies on the compressor performance after bleeding.By analyzing the low-speed single-stage compressors,six blee... Bled air from the high pressure compressor takes up 3%—5% in the air system.However,there are not many studies on the compressor performance after bleeding.By analyzing the low-speed single-stage compressors,six bleeding structures are presented according to their influence mechanism on the compressor performance,and five kinds of bleeding rate are applied to one of the structures.A numerical simulation is performed to study the influence of bleeding rates and structures on the compressor performance.The results show that for the stators with the large flow separation in the corner,bleeding a small amount of air from the end-wall region can improve the total pressure increase and the stability margin.Moreover there is an optimum value of the bleeding rate in the stator casing. 展开更多
关键词 compressors BLEEDING air system bleeding structure bleeding rate
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Simulation of the secondary air system of turbofan engines:Insights from 1D-3D modeling 被引量:5
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作者 Xuesen YANG Menghua JIAN +1 位作者 Wei DONG Qiannan XU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第1期231-245,共15页
Focusing on the internal flow and heat transfer analysis,a platform for the performance evaluation of the Secondary Air System(SAS)is developed.A multi-fidelity modeling technique has been developed in a turbofan engi... Focusing on the internal flow and heat transfer analysis,a platform for the performance evaluation of the Secondary Air System(SAS)is developed.A multi-fidelity modeling technique has been developed in a turbofan engine model under different flight conditions.A turbine blade cool-ing model which integrates external heat transfer calculations and coolant side modeling with com-mon components is proposed.In addition,the Computational Fluid Dynamics(CFD)method is selected to capture the complex flow field structure in the preswirl system.The validity of the SAS models is compared with publicly available data.An elaborately designed cooling system for the AGTF30 engine is analyzed through three main branches.It is found that the 1D-3D mod-eling technique can provide more accurate predictions of the SAS for the AGTF30 engine.The results demonstrate the versatility and flexibility of the SAS models,thereby indicating the capacity of meeting most of the demands of flow and thermal analysis of the SAS. 展开更多
关键词 Blade cooling Multi-fidelity Preswirl system Secondary air system Turbofan engine
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Multi-scale simulation model of air system based on cross-dimensional data transmission method 被引量:3
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作者 Lei WANG Junkui MAO +2 位作者 Song WEI Longfei WANG Jin PAN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第5期157-174,共18页
The Secondary Air System(SAS)plays an important role in the safe operation and performance of aeroengines.The traditional 1D-3D coupling method loses information when used for secondary air systems,which affects the c... The Secondary Air System(SAS)plays an important role in the safe operation and performance of aeroengines.The traditional 1D-3D coupling method loses information when used for secondary air systems,which affects the calculation accuracy.In this paper,a Cross-dimensional Data Transmission method(CDT)from 3D to 1D is proposed by introducing flow field uniformity into the data transmission.First,a uniformity index was established to quantify the flow field parameter distribution characteristics,and a uniformity index prediction model based on the locally weighted regression method(Lowess)was established to quickly obtain the flow field information.Then,an information selection criterion in 3D to 1D data transmission was established based on the Spearman rank correlation coefficient between the uniformity index and the accuracy of coupling calculation,and the calculation method was automatically determined according to the established criterion.Finally,a modified function was obtained by fitting the ratio of the 3D mass-average parameters to the analytical solution,which are then used to modify the selected parameters at the 1D-3D interface.Taking a typical disk cavity air system as an example,the results show that the calculation accuracy of the CDT method is greatly improved by a relative 53.88%compared with the traditional 1D-3D coupling method.Furthermore,the CDT method achieves a speedup of 2 to 3 orders of magnitude compared to the 3D calculation. 展开更多
关键词 air system Data transmission Disk cavity Multi-scale simulation 1D-3D coupling
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Thermodynamic Modeling and Simulation of Air System Control Device 被引量:1
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作者 FU Jiangfeng LI Huacong +1 位作者 LIU Xianwei HONG Linxiong 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2019年第3期517-526,共10页
This paper aims to obtain the thermodynamic characteristics of the air system control device sealing part in different compressor bleed air and ambient temperature.On the basis of considering the main factors affectin... This paper aims to obtain the thermodynamic characteristics of the air system control device sealing part in different compressor bleed air and ambient temperature.On the basis of considering the main factors affecting the heat exchange process and simplifying the physical model of the air system control device,the thermodynamic model of air system control device is established based on the basic theory of laminar flow heat transfer and heat conduction theory.Then the piston motion characteristics and the thermodynamic characteristics of the air system control device seal are simulated.The simulation results show that the valve actuation dynamic time of piston is about 0.13 s in the actual working conditions,and the temperature effect on the dynamic response of the piston rod is only 5 ms when the inlet air temperature at 300 ℃ and 370 ℃.The maximum temperature of the air system control device sealing part is not more than 290 ℃ under long time working condition of compressor air entraining.The highest temperature of the sealing part can reach up to 340 ℃ when the air flow temperature reaches the limit temperature of 370 ℃,and the longest duration working temperature limit is not more than 14 s.Therefore,the selection of control device sealing material should consider the work characteristic of instantaneous temperature limit. 展开更多
关键词 AEROENGINE air system air bleed control device thermodynamic analysis
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Airinspace plasmair system in cardiac postoperative infection wards 被引量:2
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作者 黄志锋 陈华德 +6 位作者 赖文 黄伟玲 郑少逸 李汉华 刘族安 卞徽宁 孙传伟 《South China Journal of Cardiology》 CAS 2012年第4期235-238,共4页
Background Postoperative wound infection was frequently reported in patients undergoing heart valve re- placement and coronary artery bypass surgery (CABG) due to major trauma, long-term bed rest, malnutrition and c... Background Postoperative wound infection was frequently reported in patients undergoing heart valve re- placement and coronary artery bypass surgery (CABG) due to major trauma, long-term bed rest, malnutrition and compromised immune system. Infected patients were usually housed in the same airborne infection isolation rooms. A series of air monitoring and control strategies should be strictly enforced to aim at avoiding airborne fungal contamination and achieving higher cure rate in infected patients. The efficacy of Airinspace plasmair sys- tem in reducing airborne fungal contamination in cardiac postoperative infection wards has not been clearly de- termined. Methods A survey of air contamination was conducted in the cardiac postoperative infection ward using Airinspace plasmair system. 0.3μm? and 0.5 μm? in size. Air Laser particle counter was used to determine the air borne particles of samples were incubated and examined for fungal development. Airborne par- ticle counts and fungal loads of air samples collected before and after treatment with Airinspace plasmair system were compared. Results The particle counts in 0.3 μm range collected before (52206 〈 2345) and after (9408 〈 4317) treated with Airinspace plasmair system differed significantly (P 〈 0.01). The particle counts in 0.5μm range before (12995 〈 422) and after (2016 〈 915) treatment with Airinspace plasmair system also differed significantly (P 〈 0.01 ). The fungal loads before and after using Airinspace plasmair system showed significant difference [(1975.3 〈 356.1)cfu/m3 vs. (193.83 〈 29.5)cfu/m3, P 〈 0.01]. Conclusion Airinspace plasmair system used in cardiac postoperative infection wards has shown remarkable efficacy in reducing airborne particles and fungal contamination and helpes prevent cross infection. 展开更多
关键词 airinspace plasmair system air disinfection air microbiology dust particle
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A New Unsteady Fluid Network Approach to Simulate the Characteristics of the Air System of a Gas Turbine System
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作者 Shengping Hou 《Journal of Energy and Power Engineering》 2012年第11期1751-1757,共7页
In this paper, a novel unsteady fluid network simulation method to compute the air system of jet engine was coded to predict the characteristics of pressure, temperature and mass flow rate of the flow and the temperat... In this paper, a novel unsteady fluid network simulation method to compute the air system of jet engine was coded to predict the characteristics of pressure, temperature and mass flow rate of the flow and the temperature of the solid in the gas turbine engine. The fluid and solid areas are divided into the network comprised of branches and nodes, and the method solves transient mass, energy conservation equations at each node and momentum conservation equation at each branch by a newly deduced numerical method. With this method, to simulate complicated fluid and solid system in short time becomes possible. To verify the code developed, it has been applied to simulate a gas turbine model against the widely used commercial software Flowmaster. And the comparisons show that the two are in good agreement. Then the verified program is applied to the prediction of the characteristics of a designed turbine disk and air-cooling system associated to it, and useful information is obtained. 展开更多
关键词 Gas turbine air system unsteady fluid simulation.
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Application Optimization Analysis of Fresh Air System of Clean Air Conditioning in Pharmaceutical Factory
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作者 CHENG Xupeng 《外文科技期刊数据库(文摘版)工程技术》 2021年第5期431-433,共5页
Fresh air system is the air circulation system of air conditioning, which plays a role in purifying air and circulating indoor air and outdoor air. The fresh air system mainly exhausts the indoor low quality air to th... Fresh air system is the air circulation system of air conditioning, which plays a role in purifying air and circulating indoor air and outdoor air. The fresh air system mainly exhausts the indoor low quality air to the outside through the pipe, so as to make the indoor air fresh. With the continuous development of production technology, people have higher and higher requirements for clean air conditioning technology. Based on this, this paper briefly analyzes the application of clean air conditioning fresh air system in pharmaceutical factory. 展开更多
关键词 pharmaceutical factory clean air conditioning fresh air system
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Aircraft Clean Air Requirements Using Bleed Air Systems 被引量:1
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作者 Susan Michaelis 《Engineering(科研)》 2018年第4期142-172,共31页
There are certification and airworthiness requirements relevant to the provision of clean breathing air in the crew and passenger compartments. There have been continuing reports and studies over the years regarding o... There are certification and airworthiness requirements relevant to the provision of clean breathing air in the crew and passenger compartments. There have been continuing reports and studies over the years regarding oil fumes in aircraft, including impaired crew performance. Oil fumes are viewed in varying ways ranging from rare seal bearing failures, to low level leakage in normal flight. A Masters of Science (MSc) research degree was undertaken to assess whether there is any gap between the certification requirements for the provision of clean air in crew and passenger compartments, and the theoretical and practical implementation of the requirements using the bleed air system. A comprehensive literature search reviewed applicable certification standards, documented and theoretical understanding of oil leakage. Two types of interviews were conducted to address the research questions. Key aviation regulators were questioned about the process by which they certify and ensure compliance with the clean air requirements. Aerospace engineers and sealing professionals were interviewed about their understanding of how oil may leak past compressor oil bearing seals, and into the air supply under various flight conditions. The outcome of the research showed that there is a gap between the clean air certification requirements, and the theoretical and practical implementation of the requirements using the bleed air system. Low level oil leakage into the aircraft cabin in normal flight operations is a function of the design of the engine lubricating system and bleed air systems, both utilising pressurised air. The use of the bleed air system to supply the regulatory required air quality standards is not being met or being enforced as required. 展开更多
关键词 Bleed air Secondary air Gas Turbine Engines CABIN air Quality Lubricants OIL Bearing SEALS LABYRINTH SEALS Mechanical SEALS OIL FUMES
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Analysis of the Behavior of a Turbomachine Driven by a Compressed Air System
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作者 Miguel Toledo-Velázquez Raúl Cruz-Vicencio +1 位作者 Juan Abugaber-Francis Juan Carlos Anzelmetti-Zaragoza 《Journal of Power and Energy Engineering》 2017年第5期1-13,共13页
Different experiments in high speed turbomachines require expensive and sophisticated infrastructure to implement their impulsion and reach high regimes. In developed countries, this can be achieved by using aeroderiv... Different experiments in high speed turbomachines require expensive and sophisticated infrastructure to implement their impulsion and reach high regimes. In developed countries, this can be achieved by using aeroderivative gas turbines or DC motors of about 400 HP. This paper presents an experimental system designed and built with the intention of performing behavior studies in test turbomachinery. The proposed installation uses compressed air as driving fluid, which allows the turbomachinery to reach high rotational speeds where very important phenomena occur. An analysis is carried out considering the rotational speed behavior of an internal combustion engine turbocharger of the Perkins series when it is driven by pressures ranging from 4.2 kg/cm2 to zero. Additionally, another experiment couples an automotive electrical generator with the turbine to observe the system operation when a load is applied. The behavior of the pressure is analyzed when it is in function of the time of air discharge that goes from a compressed air storage tank to the turbocharger for its impulsion. This is an experimental system that can be designed and constructed economically within the bounds of any public university. 展开更多
关键词 TURBOMACHINERY Compressed air TURBOCHARGER VORTICITY
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Associations of indoor airborne microbiome with systemic inflammation in the context of indoor particulate matter pollution and the metabolic mechanisms
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作者 Yetong Zhao Luyi Li +8 位作者 Wenlou Zhang Shan Liu Wanzhou Wang Xuezhao Ji Di Yang Lifang Zhao Zhihong Zhang Xinbiao Guo Furong Deng 《Journal of Environmental Sciences》 2026年第1期187-198,共12页
Microorganisms constitute an essential component in the indoor environment,which is closely related to hu-man health.However,there is limited evidence regarding the associations between indoor airborne microbiome and ... Microorganisms constitute an essential component in the indoor environment,which is closely related to hu-man health.However,there is limited evidence regarding the associations between indoor airborne microbiome and systemic inflammation,as well as whether this association is modified by indoor particulate matter and the underlying mechanisms.In this prospective repeated-measure study among 66 participants,indoor airborne mi-crobiome was characterized using amplicon sequencing and qPCR.Indoor fine particulate matter(PM_(2.5))and inhalable particulate matter(PM10)were measured.Systemic inflammatory biomarkers were assessed,including white blood cell(WBC),neutrophil(NEUT),monocyte,eosinophil counts,and their proportions.Targeted serum amino acid metabolomics were conducted to explore the underlying mechanisms.Linear mixed-effect models re-vealed that bacterial and fungal Simpson diversity were significantly associated with decreased WBC and NEUT.For example,for each interquartile range increase in the bacterial Simpson diversity,WBC and NEUT changed by-4.53%(95%CI:-8.25%,-0.66%)and-5.95%(95%CI:-11.3%,-0.27%),respectively.Notably,increased inflammatory risks of airborne microbial exposure were observed when indoor PM_(2.5) and PM10 levels were below the WHO air quality guidelines.Mediation analyses indicated that dopamine metabolism partially mediated the anti-inflammatory effects of fungal diversity exposure.Overall,our study indicated protection from a diverse indoor microbial environment on cardiovascular health and proposed an underlying mechanism through amino acid metabolism.Additionally,health risks associated with microbial exposure deserve more attention in con-texts of low indoor particulate matter pollution.Further research is necessary to fully disentangle the complex relationships between indoor microbiome,air pollutants,and human health. 展开更多
关键词 Indoor air BIOAEROSOLS MICROBIOME Particulate matter systemic inflammation Amino acid metabolism
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Interactions Among Food Systems,Climate Change,and Air Pollution:A Review 被引量:1
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作者 Chaopeng Hong Rui Zhong +7 位作者 Mengyao Xu Peidong He Huibin Mo Yue Qin Danna Shi Xinlei Chen Kebin He Qiang Zhang 《Engineering》 2025年第1期215-233,共19页
Food systems are deeply affected by climate change and air pollution,while being key contributors to these environmental challenges.Understanding the complex interactions among food systems,climate change,and air poll... Food systems are deeply affected by climate change and air pollution,while being key contributors to these environmental challenges.Understanding the complex interactions among food systems,climate change,and air pollution is crucial for mitigating climate change,improving air quality,and promoting the sustainable development of food systems.However,the literature lacks a comprehensive review of these interactions,particularly in the current phase of rapid development in the field.To address this gap,this study systematically reviews recent research on the impacts of climate change and air pollution on food systems,as well as the greenhouse gas and air pollutant emissions from agri-food systems and their contribution to global climate change and air pollution.In addition,this study summarizes various strategies for mitigation and adaptation,including adjustments in agricultural practices and food supply chains.Profound changes in food systems are urgently needed to enhance adaptability and reduce emissions.This review offers a critical overview of current research on the interactions among food systems,climate change,and air pollution and highlights future research directions to support the transition to sustainable food systems. 展开更多
关键词 Food systems Climate change air pollution INTERACTIONS systematic review
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Fault-tolerant control for diesel engine air path system via sliding mode surface
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作者 WU Wen-jie ZHANG Yi-xin +4 位作者 WANG Xing-jian WANG Shao-ping ZHANG Jian ZHENG Wei TAO Mo 《控制理论与应用》 北大核心 2025年第8期1570-1577,共8页
The operating environment of the diesel engine air path system is complex and may be affected by external random disturbances.Potentially leading to faults.This paper addresses the fault-tolerant control problem of th... The operating environment of the diesel engine air path system is complex and may be affected by external random disturbances.Potentially leading to faults.This paper addresses the fault-tolerant control problem of the diesel engine air path system,assuming that the system may simultaneously be affected by actuator faults and external random disturbances,a disturbance observer-based sliding mode controller is designed.Through the linear matrix inequality technique for solving observer and controller gains,optimal gain matrices can be obtained,eliminating the manual adjustment process of controller parameters and reducing the chattering phenomenon of the sliding mode surface.Finally,the effectiveness of the proposed method is verified through simulation analysis. 展开更多
关键词 disel engine air path fault-tolerant control sliding mode control disturbance observer
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Energy Analysis of the Aircraft Environment Control System Using Air with and without Humidity
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作者 J.E.López-Gil J.F.Ituna-Yudonago +3 位作者 V.Pérez-García V.Martínez-Calzada J.L.Rodríguez-Muñoz J.Serrano-Arellano 《Frontiers in Heat and Mass Transfer》 2025年第5期1365-1393,共29页
This paper presents a thermophysical study approach for a pure environmental control system(ECS),incorporating the geometric dimensions of heat exchangers,ram air duct,and air cycle machine(ACM)blades of the Sabreline... This paper presents a thermophysical study approach for a pure environmental control system(ECS),incorporating the geometric dimensions of heat exchangers,ram air duct,and air cycle machine(ACM)blades of the Sabreliner’s environmental control system.Real flight scenarios are simulated by considering flight input variables such as altitude,aircraft speed,compression ratio of the air cycle machine,and the mass flow rate of bleed air.The study evaluates the coefficient of performance(COP)of the environmental control system,the heat exchanger efficiencies,and the work distribution of the air cycle machine based on five flight scenarios,with a particular focus on considering the effects of humidity on environmental control system performance.The results demonstrate that at cruising altitude(11,000 m),air humidity conditions allow an increase in the COP of around 9.28%compared to dry conditions.Conversely,on land,humidity conditions reduce the performance by 4.26%compared to dry conditions.It was also found that the effects of humidity at high aircraft speeds become negligible.In general terms,the humidity conditions in the air proved to have positive effects on the environmental control system’s performance but negative effects on the heat exchanger efficiencies,reducing them by 0.22%.Additionally,land conditions reflect significant improvements in performance when the compression ratio of the air cycle machine is varied.Furthermore,in the work distribution of the air cycle machine,humidity conditions were demonstrated to consume 2.91%less work fromthe turbine compared to dry conditions. 展开更多
关键词 Environment control system(ECS) humidity air cycle machine(ACM) airCRAFT coefficient of performance(COP) heat exchanger efficiency ACM work distribution air
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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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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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Optimization control method for dedicated outdoor air system in multi-zone office buildings based on deep reinforcement learning
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作者 Xudong Tang Ling Zhang Yongqiang Luo 《Building Simulation》 2025年第4期881-896,共16页
Heating,ventilation,and air conditioning(HVAC)systems consume a significant amount of energy to maintain thermal comfort and indoor air quality in buildings,which results in high operational costs.Reinforcement learni... Heating,ventilation,and air conditioning(HVAC)systems consume a significant amount of energy to maintain thermal comfort and indoor air quality in buildings,which results in high operational costs.Reinforcement learning is an effective method for controlling HVAC systems.However,in large and complex HVAC systems,traditional reinforcement learning algorithms often face the challenges of slow training speed and poor convergence performance.This paper proposes a multi-objective optimization control method based on the multi-agent deep deterministic policy gradient(MADDPG)algorithm,which aims to minimize HVAC energy consumption while ensuring optimal thermal comfort and indoor air quality in each zone.Using a multi-zone office building with fan coil units and a dedicated outdoor air system as a case study,we developed an EnergyPlus-Python co-simulation platform.The proposed control method was employed during both the heating and cooling seasons to independently control the temperature setpoints and fresh airflow in different zones of the office building.The simulation results from both the heating and cooling seasons demonstrate that the MADDPG control method exhibits faster convergence during training and excellent learning capabilities,allowing it to adapt effectively to changes in environmental conditions and implement appropriate control actions.Under similar indoor thermal comfort and air quality conditions,the MADDPG control method consumes less energy than the traditional reinforcement learning method,it saves 24.1%of energy during the heating season and 8.9%during the cooling season compared to the rule-based control method.Additionally,by adjusting the reward function in the MADDPG algorithm,it is possible to flexibly balance energy consumption,thermal comfort,and air quality preferences,demonstrating the algorithm’s strong applicability. 展开更多
关键词 multi-zone HVAC systems energy consumption thermal comfort indoor air quality multi-agent deep reinforcement learning
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Modeling and Control of the Linear Motor Active Suspension with Quasi-zero Stiffness Air Spring System Using Polynomial Chaos Expansion
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作者 Pai Li Xing Xu +3 位作者 Cong Liang Te Chen Jiachen Jiang Vincent Akolbire Atindana 《Chinese Journal of Mechanical Engineering》 2025年第5期101-119,共19页
As a crucial component of intelligent chassis systems,air suspension significantly enhances driver comfort and vehicle stability.To further improve the adaptability of commercial vehicles to complex and variable road ... As a crucial component of intelligent chassis systems,air suspension significantly enhances driver comfort and vehicle stability.To further improve the adaptability of commercial vehicles to complex and variable road conditions,this paper proposes a linear motor active suspension with quasi-zero stiffness(QZS)air spring system.Firstly,a dynamic model of the linear motor active suspension with QZS air spring system is established.Secondly,considering the random uncertainties in the linear motor parameters due to manufacturing and environmental factors,a dynamic model and state equations incorporating these uncertainties are constructed using the polynomial chaos expansion(PCE)method.Then,based on H_(2) robust control theory and the Kalman filter,a state feedback control law is derived,accounting for the random parameter uncertainties.Finally,simulation and hardware-in-the-loop(HIL)experimental results demonstrate that the PCE-H_(2) robust controller not only provides better performance in terms of vehicle ride comfort compared to general H_(2) robust controller but also exhibits higher robustness to the effects of random uncertain parameters,resulting in more stable control performance. 展开更多
关键词 Linear motor active suspension Quasi-zero stiffness air spring Stochastic uncertain systems Polynomial chaos expansion Robust control
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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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Numerical Analysis and Geometric Assessment of Air Layer Distribution in a Ventilated Planing Hull in Calm Water
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作者 Massimiliano Chillemi Filippo Cucinotta Felice Sfravara 《哈尔滨工程大学学报(英文版)》 2026年第1期46-62,共17页
The issue of resistance reduction through hull ventilation is of particular interest in contemporary research.This paper presents multiphase computational fluid dynamics(CFD)simulations with 2-DOF motion of a planing ... The issue of resistance reduction through hull ventilation is of particular interest in contemporary research.This paper presents multiphase computational fluid dynamics(CFD)simulations with 2-DOF motion of a planing hull.The original hull was modified by introducing a step to allow air ventilation.Following an assessment of the hull performance,a simulation campaign in calm water was conducted to characterize the hull at various forward speeds and air insufflation rates for a defined single step geometry.Geometric analysis of the air layer thickness beneath the hull for each simulated condition was performed using a novel method for visualizing local air thickness.Additionally,two new parameters were introduced to understand the influence of spray rails on the air volume beneath the hull and to indicate the primary direction of ventilated air escape.A validation campaign and an assessment of uncertainty of the simulation has been conducted.The features offered by the CFD methodology include the evaluation of the air layer thickness as a function of hull velocity and injection flow rate and the air volume distribution beneath the hull.The air injection velocity can be adjusted across various operating conditions,thereby preventing performance or efficiency loss during navigation.Based on these findings,the study highlights the benefits of air insufflation in reducing hull resistance for high-speed planing vessels.This work lays a robust foundation for future research and new promising topics,as the exploration of air insufflation continues to be a topic of contemporary interest within naval architecture and hydrodynamics. 展开更多
关键词 Computational fluid dynamics air cavity ships Planing hull HYDRODYNAMICS Maritime sustainability
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Self-Activating Integrated Carbon-Based Air Cathodes With In Situ Oxygen Functionalization for Durable and High-Performance Metal-Air Batteries
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作者 Funing Bian Yuexi Chen +3 位作者 Hongfei Zhang Junfang Cheng Shulin Gao Sujuan Hu 《Carbon Energy》 2026年第1期176-186,共11页
Carbon-based air cathodes offer low cost,high electrical conductivity,and structural tunability.However,they suffer from limited catalytic activity and inefficient gas transport,and they typically rely on noble metal ... Carbon-based air cathodes offer low cost,high electrical conductivity,and structural tunability.However,they suffer from limited catalytic activity and inefficient gas transport,and they typically rely on noble metal additives or complex multilayer configurations.To tackle these issues,this study devised a self-activated integrated carbon-based air cathode.By integrating in situ catalytic site construction with structural optimization,the strategy not only induces the formation of oxygen functional groups(─C─OH,─C═O,─COOH),hierarchical pores,and uniformly distributed active sites,but also establishes a favorable electronic and mass-transport environment.Furthermore,the roll-pressing-based integrated design streamlines electrode construction,reinforces interfacial bonding,and significantly enhances mechanical stability.Density functional theory(DFT)calculations show that oxygen functional groups initiate hydrogen bonding interaction and promote charge enrichment,which improves the activity of the cathode and facilitates intermediate adsorption/desorption in oxygen reduction and evolution reactions processes.As a result,the integrated air cathode-based rechargeable zinc-air batteries(RZABs)achieve a high specific capacity of 811 mAh g^(-1).It also performs well in quasi-solid-state RZABs and silicon-air batteries systems across a wide temperature range,demonstrating strong adaptability and application potential.This study provides a scalable and cost-effective design strategy for high-performance carbon-based air cathodes,offering new insights into advancing durable and practical metal-air energy systems. 展开更多
关键词 integrated air cathode metal-air batteries ORR/OER oxygen functional group engineering SELF-ACTIVATION
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