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Numerical analysis of factors affecting the range of heat transfer in earth surrounding three subways 被引量:13
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作者 HU Zeng-hui LI Xiao-zhao ZHAO Xiao-bao XIAO Lin WU Wei 《Journal of China University of Mining and Technology》 EI 2008年第1期67-71,共5页
In order to examine the factors which affect the range of heat transfer in earth surrounding subways, FLAC3D was adopted in this study to analyze these factors, under different conditions, in a systematic manner. When... In order to examine the factors which affect the range of heat transfer in earth surrounding subways, FLAC3D was adopted in this study to analyze these factors, under different conditions, in a systematic manner. When we compare these numerical tests, the results show that the main factors, affecting the heat transfer range are the thermal properties of the surrounding earth, the initial ground temperature and the temperature in the tunnel. The heat transfer coefficient between air and linings has little effect on the temperature distribution around the tunnel. The current results can provide a reference for improving the thermal environment in subways and optimizing the design of subwav ventilation and air conditioning. 展开更多
关键词 earth surrounding subways range of heat transfer factors affecting heat transfer numerical analysis
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Elevated levels of the pollutant PM2.5 in crowded subways of cities with high COVID-19 related mortality-when COVID-19 went underground
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作者 Yves Muscat Baron Liberato Camilleri 《Infectious Diseases Research》 2021年第3期35-41,共7页
Background:Recent literature indicates that the pollutant,particulate matter PM2.5,may have an impact on COVID-19 related infection and mortality.Genes coding for SARS-CoV-2 has been found adherent to PM2.5 and possib... Background:Recent literature indicates that the pollutant,particulate matter PM2.5,may have an impact on COVID-19 related infection and mortality.Genes coding for SARS-CoV-2 has been found adherent to PM2.5 and possibly the COVID-19/PM2.5 complex may be involved in the transmission and the exacerbation of COVID-19 infection.PM2.5 levels in deep underground subways have been found up to 90 times higher than roads closer to the surface.Method:The levels of PM2.5 were retrieved from literature assessing particulate matter PM2.5 measured on subway platforms in two groups of cities.These cities were differentiated by the COVID-19 population percentage mortality rate(0.007%vs 0.19%)(P<0.0004).Data regarding the number of stations,length of the networks(km)and the annual ridership were also obtained from literature related to underground commuting.Results:The population percentage mortality related to SARS-CoV-2 infection correlated significantly for both minimum(P<0.01)and maximum(P<0.00001)levels of PM2.5.The cities’subways with low COVID-19 mortality had minimum platform PM2.5 levels of 27.4(SD+/-17.2μg/m3)compared to 63.4μg/m3(SD+/-10.8μg/m3)in cities with high SARS-CoV-2 associated mortality(P<0.01).Subway maximum levels of PM2.5 in cities with low COVID-19 mortality was 53.4μg/m3(SD+/-21.8μg/m3)while that of underground networks with high COVID-19 mortality had maximum platform PM2.5 levels of 172.1μg/m3(SD+/-98μg/m3)(P<0.001).Conclusion:Underground networks may have inherent characteristics accelerating spread of SARSCoV-2 infection and consequent mortality.The highly elevated levels of PM2.5 in overcrowded subways with extensive reach,may have acted as a co-factor to disseminate the pandemic in a number of metropolises. 展开更多
关键词 COVID-19/SARS-CoV-2 MORTALITY PM2.5 Subway/underground
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Understanding subway passenger alighting and boarding dynamics:Experiments and modelling
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作者 Chenrui Xuan Yuxin Li +3 位作者 Yu Wang Eric Wai Ming Lee Yi Ma Wei Xie 《Chinese Physics B》 2025年第6期648-665,共18页
Efficiency and safety are paramount concerns for commuters, operators, and designers in subway stations. This study conducted controlled experiments and developed a modified force-based model to investigate the dynami... Efficiency and safety are paramount concerns for commuters, operators, and designers in subway stations. This study conducted controlled experiments and developed a modified force-based model to investigate the dynamics of pedestrian counterflow at bottlenecks, utilizing subway passenger alighting and boarding as a case study. Specifically, the efficiency and safety of three distinct movement modes: the cooperative mode(Coop), the combination of cooperative and competitive mode(C & C), and the competitive mode(Comp), were examined and compared. The experimental findings revealed that the C & C mode exhibited a clear lane formation phenomenon and demonstrated a higher flow rate than the Comp and Coop modes. This observation suggests that a combination of cooperative and competitive behaviors among pedestrians can positively enhance traffic efficiency and safety during the alighting and boarding process. In contrast, pedestrians exhibited increased detouring in their paths and more fluctuating trajectories in the Comp mode. Additionally, a questionnaire survey assessing the level of competition and cooperation among pedestrians provided a comprehensive analysis of the psychological dynamics of passengers during the alighting and boarding activities. Lastly, the proposed force-based model was calibrated and validated, demonstrating a good performance in accurately replicating the overall characteristics of the experimental process. Overall, this study offers valuable insights into enhancing the pedestrian traffic efficiency and safety within subway systems. 展开更多
关键词 pedestrian dynamics travel behavior alighting and boarding subways force-based model
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Subways and the Diffusion of Knowledge:Evidence from China 被引量:3
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作者 Qiao Wang Xiuyan Liu +1 位作者 Fan Zhang Tao Hu 《China & World Economy》 2022年第4期60-99,共40页
This paper aims to examine the role of the subway network,a typical form of transportation within urban areas,on innovation and knowledge diffusion.Applying the differece-in-diferences strategy and spatial analysis,we... This paper aims to examine the role of the subway network,a typical form of transportation within urban areas,on innovation and knowledge diffusion.Applying the differece-in-diferences strategy and spatial analysis,we used 1,332 newly opened stations in China from 2000 to 2013 as a quasi-experiment to identify the local effects of subway expansions.Results suggested that by reducing communication costs and increasing opportunities for interaction,subway construction would bring growth at the district level.Knowledge dissemination would become more active after new stations open.Micro-level results showed that these positive impacts were highly localized;that is,only those firms located within lkm around stations benefited from the new subway.Moreover,new subways facilitated the flow of knowledge from station to station and assisted.firms in acquiring knowledge from more distant technology clusters conveniently. 展开更多
关键词 COMMUTING knowledge diffusion spatial analysis subways
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Analysis of vibration response characteristics of subway station and superstructure with hard combination 被引量:1
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作者 Jia Jinglong Xu Weiping +1 位作者 Liu Xu Wei Yong 《Earthquake Engineering and Engineering Vibration》 2025年第1期271-281,共11页
The vibration response and noise caused by subway trains can affect the safety and comfort of superstructures.To study the dynamic response characteristics of subway stations and superstructures under train loads with... The vibration response and noise caused by subway trains can affect the safety and comfort of superstructures.To study the dynamic response characteristics of subway stations and superstructures under train loads with a hard combination,a numerical model is developed in this study.The indoor model test verified the accuracy of the numerical model.The influence laws of different hard combinations,train operating speeds and modes were studied and evaluated accordingly.The results show that the frequency corresponding to the peak vibration acceleration level of each floor of the superstructure property is concentrated at 10–20 Hz.The vibration response decreases in the high-frequency parts and increases in the lowfrequency parts with increasing distance from the source.Furthermore,the factors,such as train operating speed,operating mode,and hard combination type,will affect the vibration of the superstructure.The vibration response under the reversible operation of the train is greater than that of the unidirectional operation.The operating speed of the train is proportional to its vibration response.The vibration amplification area appears between the middle and the top of the superstructure at a higher train speed.Its vibration acceleration level will exceed the limit value of relevant regulations,and vibration-damping measures are required.Within the scope of application,this study provides some suggestions for constructing subway stations and superstructures. 展开更多
关键词 subway station SUPERSTRUCTURE vibration response hard combination
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Seismic response and failure mode of a subway station in a ground fissure area
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作者 Chen Xuan Wu Yawei +3 位作者 Teng Hongquan Xiong Zhongming Sun Qiren Zhuge Yan 《Earthquake Engineering and Engineering Vibration》 2025年第4期1143-1155,共13页
Ground fissure,as a common geo-hazard,impairs the integrity of the site soil and affects the seismic performance of engineering structures.In this paper,a finite element(FE)model for subway stations in a ground fissur... Ground fissure,as a common geo-hazard,impairs the integrity of the site soil and affects the seismic performance of engineering structures.In this paper,a finite element(FE)model for subway stations in a ground fissure area was developed and validated by using experimental results.Numerical analyses were conducted to investigate the seismic response and failure mode of subway stations in a ground fissure area with different locations.Effects of ground fissure on deformations and internal forces of a station,soil pressures and soil plastic strains were discussed.The results showed that the seismic response of the station was significantly amplified by the ground fissure,and stations in the ground fissure area displayed obvious rocking deformation during earthquakes as compared to those in the area without fissures.It also was found that the soil yielding around the station,the dislocation occurring in the ground fissure area,and the dynamic amplification effect were more significant under vertical ground motion,which weakened the station’s ductility and accelerated its destruction process. 展开更多
关键词 subway station soil-structure-interaction ground fissure seismic response failure mode
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Evaluation of cabin noise of various subway systems
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作者 Hsiao Mun Lee Heow Pueh Lee 《Acta Mechanica Sinica》 2025年第7期319-331,共13页
This study examines the variations in noise levels across various subway lines in Singapore and three other cities,and provides a detailed overview of the trends and factors influencing subway noise.Most of the equiva... This study examines the variations in noise levels across various subway lines in Singapore and three other cities,and provides a detailed overview of the trends and factors influencing subway noise.Most of the equivalent sound pressure level(Leq)in typical subway cabins across the Singapore subway lines are below 85 dBA,with some notable exceptions.These variations in noise levels are influenced by several factors,including rolling stock structure,track conditions and environmental and aerodynamic factors.The spectrogram analysis indicates that the cabin noise is mostly concentrated below the frequency of 1,000 Hz.This study also analyzes cabin noise in subway systems in Suzhou,Seoul,and Tokyo to allow for broader comparisons.It studies the impact of factors such as stock materials,track conditions including the quality of the rails,the presence of curves or irregularities,and maintenance frequency on cabin noise. 展开更多
关键词 Cabin noise SUBWAY SPECTROGRAM
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Study of Chilled Water Storage System in Subway Engineering:A Case Study of a Subway Station in Guangzhou
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作者 Cen Li 《Journal of Architectural Research and Development》 2025年第1期58-66,共9页
Based on the distribution of cooling load at a subway station and the peak-valley electricity price in Guangzhou,a chilled water storage system is reserved in the ample space above the station's distribution area.... Based on the distribution of cooling load at a subway station and the peak-valley electricity price in Guangzhou,a chilled water storage system is reserved in the ample space above the station's distribution area.This study proposes a design scheme and operational strategy for a chilled water storage system suitable for subway engineering,based on calculating the cooling load and designing a chilled water storage system in a subway station.Additionally,it proposes calculation coefficients of hourly cooling load suitable for subway engineering and convenient for estimation of hourly cooling load.Furthermore,an economic analysis is conducted by combining hourly cooling load with time-of-use electricity prices.This study provides a reference for the design and application of chilled water storage systems in subsequent subway projects. 展开更多
关键词 Chilled water storage Subway station Hourly cooling load Peak-valley electricity price
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Impact of emergency evacuation signage systems on passenger behavior during subway fires
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作者 BIAN Yang ZHAO Xuena +2 位作者 ZHAO Xiaohua ZHANG Yu LIU Zhuoran 《Journal of Southeast University(English Edition)》 2025年第3期325-337,共13页
To explore the influence of emergency evacuation signs on passenger behavior during subway fires and improve evacuation efficiency in emergencies,this paper proposes a dynamic emergency evacuation sign system.A simula... To explore the influence of emergency evacuation signs on passenger behavior during subway fires and improve evacuation efficiency in emergencies,this paper proposes a dynamic emergency evacuation sign system.A simulation platform integrating building information modeling(BIM)and virtual reality(VR)technologies was em-ployed to create subway fire evacuation scenarios using both the current and proposed dynamic emergency evacuation signage systems.Through simulation experiments,fine-grained microscopic data on passenger behavior was collected.Seven indicators were selected to assess evacuation efficiency and wayfinding difficulty.The analysis explored the influence of evacuation signs on passenger behavior in both overall and decision-making areas,thereby validating the effectiveness of the new emergency evacuation signage system.The results show that the dynamic evacuation signage system significantly improves overall passenger evacuation efficiency and reduces decision-making errors.It also improves wayfinding efficiency in critical decision areas by reducing the need for direction identification,minimizing stopping times,and lowering the frequency of decision errors.The method for evaluating the effects of emergency evacuation signs on passenger evacuation behavior proposed in this study provides a robust theoretical basis for the design and optimization of emergency-oriented signs. 展开更多
关键词 emergency evacuation signs subway fire inci-dents evacuation behavior building information modeling(BIM)and virtual reality(VR)simulation technology op-timal design
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To Topple Trees for Subways or Not?
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《Beijing Review》 2011年第14期46-47,共2页
The tall trees in Nanjing,capital city of east China’s Jiangsu Province,are an amenity local people boast about.In1928,in order to commemorate Sun Yat-sen,founder o the Kuomintang,hundreds
关键词 To Topple Trees for subways or Not
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Assessment of the Influence of Tunnel Settlement on Operational Performance of Subway Vehicles
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作者 Gang Niu Guangwei Zhang +2 位作者 Zhaoyang Jin Wei Zhang Xiang Liu 《Structural Durability & Health Monitoring》 EI 2024年第1期55-71,共17页
In the realm of subway shield tunnel operations,the impact of tunnel settlement on the operational performance of subway vehicles is a crucial concern.This study introduces an advanced analytical model to investigate ... In the realm of subway shield tunnel operations,the impact of tunnel settlement on the operational performance of subway vehicles is a crucial concern.This study introduces an advanced analytical model to investigate rail geometric deformations caused by settlement within a vehicle-track-tunnel coupled system.The model integrates the geometric deformations of the track,attributed to settlement,as track irregularities.A novel“cyclic model”algorithm was employed to enhance computational efficiency without compromising on precision,a claim that was rigorously validated.The model’s capability extends to analyzing the time-history responses of vehicles traversing settlement-affected areas.The research primarily focuses on how settlement wavelength,amplitude,and vehicle speed influence operational performance.Key findings indicate that an increase in settlement wavelength can improve vehicle performance,whereas a rise in amplitude can degrade it.The study also establishes settlement thresholds,based on vehicle operation comfort and safety.These insights are pivotal for maintaining and enhancing the safety and efficiency of subway systems,providing a valuable framework for urban infrastructure management and long-term maintenance strategies in metropolitan transit systems. 展开更多
关键词 SETTLEMENT running performance subway tunnel dynamic analysis track irregularity THRESHOLD
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Sustainable Urban Mobility: (A)Synchrony between Subway Systems
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作者 Ana Paula Borba Gonçalves Barros 《Journal of Traffic and Transportation Engineering》 2024年第3期151-161,共11页
The present study analyses the differences between the subways systems of two cities, Lisbon (Portugal) and Brasília (Brazil), verifying the extent to which their subway systems are spatially integrated with the ... The present study analyses the differences between the subways systems of two cities, Lisbon (Portugal) and Brasília (Brazil), verifying the extent to which their subway systems are spatially integrated with the respective urban fabric-which would promote a better synchrony in terms of economy and sustainability. For interpreting the data, the methodology and tools of the Theory of the Social Logic of Space were used, by means of axial maps, researching the relationship between the constructed and empty (public spaces) areas of the urban structures. Based on the findings, meaningful differences between the subway systems and the configuration of urban spaces were observed, as a product of specific design matrixes. In Lisbon, the mobility associated to the subway seems to be encouraged by the integration of the system with the potential for movement provided by the urban tissue (making the secondary centralities articulated with the subway stations more dynamic). In Brasilia, however, there are several difficulties for such mobility, due to the predominant role of the empty spaces in the city which weakens the gathering potential of such areas, despite the fact that such articulation with secondary centralities is also present there. 展开更多
关键词 Urban mobility spatial configuration space syntax subway system.
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Automatic Sensing and Detection for Subway Tunnel Pathologies
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作者 Xingyu Wang Zhengkun Zhu 《Journal of World Architecture》 2024年第1期54-62,共9页
Subway tunnels often suffer from surface pathologies such as cracks,corrosion,fractures,peeling,water and sand infiltration,and sudden hazards caused by foreign object intrusions.Installing a mobile visual pathology s... Subway tunnels often suffer from surface pathologies such as cracks,corrosion,fractures,peeling,water and sand infiltration,and sudden hazards caused by foreign object intrusions.Installing a mobile visual pathology sensing system at the front end of operating trains is a critical measure to ensure subway safety.Taking leakage as the typical pathology,a tunnel pathology automatic visual detection method based on Deeplabv3+(ASTPDS)was proposed to achieve automatic and high-precision detection and pixel-level morphology extraction of pathologies.Compared with similar methods,this approach showed significant advantages and achieved a detection accuracy of 93.12%,surpassing FCN and U-Net.Moreover,it also exceeded the recall rates for detecting leaks of FCN and U-Net by 8.33%and 8.19%,respectively. 展开更多
关键词 Visual detection Neural network Health monitoring Image segmentation Water leakage Subway tunnel.
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Construction Technology of Pile Foundation for Subway Tunnel Crossing Bridge
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作者 Ruiquan Liu 《Journal of World Architecture》 2024年第2期37-42,共6页
Urban infrastructure has become more complex with the rapid development of urban transportation networks.In urban environments with limited space,construction of facilities like subways and bridges may mutually influe... Urban infrastructure has become more complex with the rapid development of urban transportation networks.In urban environments with limited space,construction of facilities like subways and bridges may mutually influence each other,especially when subway construction requires passing under bridges.In such cases,pile foundation replacement technology is often necessary.However,this technology is highly specialized,with a lengthy and risky construction period,and high costs.Personnel must be proficient in key technical aspects to ensure construction quality.This article discusses the technical principle,construction process,and core technology of pile foundation replacement,along with the application of this technology in subway tunnel crossing bridge projects,supported by engineering examples for reference. 展开更多
关键词 Subway tunnel Bridge pile foundation Replacement construction
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Discussion on Construction Technology of Subway Tunnel Expansion under Bridge Foundation
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作者 Ruiquan Liu 《Journal of Architectural Research and Development》 2024年第2期37-42,共6页
As the urban populations grow,the number and size of subway construction projects are increasing while also meeting higher construction standards.So,subway construction projects must have a better understanding of con... As the urban populations grow,the number and size of subway construction projects are increasing while also meeting higher construction standards.So,subway construction projects must have a better understanding of construction technology.This article focuses on the construction technology of the subway tunnel expansion under the bridge foundation.By analyzing the engineering characteristics of the bridge foundation and using a project as an example,this article provides a detailed discussion of the construction process of tunnel expansion under a bridge foundation.This article aims to serve as a reference for subway tunnel construction in China to ensure the key points of construction technology are understood,thus improving construction quality and laying a solid technical foundation for the sustainable development of urban rail engineering. 展开更多
关键词 Subway tunnel Bridge foundation underpass expansion Construction technology Steel truss support construction
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基于视频图像块模型的局部异常行为检测 被引量:1
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作者 程艳云 朱松豪 +1 位作者 徐国政 梁志伟 《南京邮电大学学报(自然科学版)》 北大核心 2017年第1期32-40,共9页
为提高视频监控下局部异常行为检测的准确性和快速性,文中提出一种基于视频图像块模型的局部异常行为检测方法。该方法首先进行基于梯度直方图的视频图像块提取和基于时空相关性的视频图像块优化;然后,对视频图像块进行基于张量投票的... 为提高视频监控下局部异常行为检测的准确性和快速性,文中提出一种基于视频图像块模型的局部异常行为检测方法。该方法首先进行基于梯度直方图的视频图像块提取和基于时空相关性的视频图像块优化;然后,对视频图像块进行基于张量投票的正常行为模型学习和基于时空相似性的异常行为模型学习;最后,依据学习结果进行视频图像块的局部异常行为检测,确定异常区域并进行有效的标记。在通用UCSD数据集和Subway数据集上的实验结果表明,文中所提方法能有效提高局部异常行为检测的准确性和检测的效率。 展开更多
关键词 异常行为检测 视频图像块 UCSD数据集 Subway数据集
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Measurements,characteristics,and origin of new electromagnetic interference on magnetocardiographic measurements 被引量:1
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作者 谷红芳 蔡文艳 +5 位作者 魏玉科 刘政豪 王倩 王越 戴远东 马平 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第4期185-192,共8页
In order to eliminate the influence of the large-amplitude magnetic field noise that has complicated magnetocardio- graphic studies since October 2009, we have performed high-accuracy measurement of the environmental ... In order to eliminate the influence of the large-amplitude magnetic field noise that has complicated magnetocardio- graphic studies since October 2009, we have performed high-accuracy measurement of the environmental magnetic field noise in the vicinity of Beijing Subway Line 4 using a three-component height Tc radio frequency (rf) superconducting quantum interference device (SQUID). By analysing the spatial form and other characteristics of the time and the fre- quency domains and by calculating the circumferential magnetic field distribution based on a duel-end feeding system model, we reach the following conclusions: (i) the main source of magnetic field noise is the magnetic field generated by thel subway trains, and (ii) the magnetic field interference results mainly from the imbalance between traction current and return rail current that is caused by the leakage current. 展开更多
关键词 electromagnetic interference leakage current subways MAGNETOCARDIOGRAPHY
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Numerical Simulation of Air Distribution for Tianjin Subway Station 被引量:1
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作者 王良柱 王莱 涂光备 《Transactions of Tianjin University》 EI CAS 2002年第4期251-254,共4页
In rebuilding Tianjin Metro, numerical simulations are performed to evaluate the original design of the ventilation system of Southwest Station and a new system is given to optimize the velocity and temperature fields... In rebuilding Tianjin Metro, numerical simulations are performed to evaluate the original design of the ventilation system of Southwest Station and a new system is given to optimize the velocity and temperature fields at the station. Field measurements are conducted to validate the turbulence model and acquire boundary conditions. The simulation result tallies with testing data on the sport that is found that two-equation turbulence model is acceptable in simulating complex flow at the station. A method of simplifying the simulation of the transient flow at the station into steady flow is used and the validation criterion for this simulation is also given. 展开更多
关键词 Computational fluid dynamics(CFD) field measurements turbulence model subway station
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Numerical and Experimental Study on Ventilation Panel Models in a Subway Passenger Compartment 被引量:16
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作者 Yu Tao Mingzhi Yang +2 位作者 Bosen Qian Fan Wu Tiantian Wang 《Engineering》 SCIE EI 2019年第2期329-336,共8页
The internal flow field study of car compartments is an important step in railroad vehicle design and optimization. The flow field profile has a significant impact on the temperature distribution and passenger comfort... The internal flow field study of car compartments is an important step in railroad vehicle design and optimization. The flow field profile has a significant impact on the temperature distribution and passenger comfort level. Experimental studies on flow field can yield accurate results but carry a high time and computational cost. In contrast, the numerical simulation method can yield an internal flow field profile in less time than an experimental study. This study aims to improve the computational efficiency of numerical simulation by adapting two simplified models—the porous media model and the porous jump face model—to study the internal flow field of a railroad car compartment. The results provided by both simplified models are compared with the original numerical simulation model and with experimental data. Based on the results, the porous media model has a better agreement with the original model and with the experimental results. The flow field parameters (temperature and velocity) of the porous media model have relatively small numerical errors, with a maximum numerical error of 4.7%. The difference between the numerical results of the original model and those of the porous media model is less than 1%. By replacing the original numerical simulation model with the porous media model, the flow field of subway car compartments can be calculated with a reduction of about 25% in computing resources, while maintaining good accuracy. 展开更多
关键词 NUMERICAL SIMULATION EXPERIMENT Ventilation PANEL MODEL SUBWAY
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Prediction of subsidence risk by FMEA using artificial neural network and fuzzy inference system 被引量:13
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作者 Rafie Meraj Samimi Namin Farhad 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第4期655-663,共9页
Construction of metro tunnels in dense and crowded urban areas is faced with many risks, such as sub- sidence. The purpose of this paper was the prediction of subsidence risk by failure mode and effect anal- ysis (F... Construction of metro tunnels in dense and crowded urban areas is faced with many risks, such as sub- sidence. The purpose of this paper was the prediction of subsidence risk by failure mode and effect anal- ysis (FMEA) and fuzzy inference system (FIS). Fuzzy theory will be able to model uncertainties. Fuzzy FMEA provides a tool that can work in a better way with vague concepts and without sufficient informa- tion than conventional FMEA. In this paper, S and D are obtained from fuzzy rules and 0 is obtained from artificial neural network (ANN). FMEA is performed by developing a fuzzy risk priority number (FRPN). The FRPN for two stations in Tehran No.4 subway line is 3.1 and 5.5, respectively. To investigate the suit- ability of this approach, the predictions by FMEA have been compared with actual data. The results show that this method can be useful in the prediction of subsidence risk in urban tunnels. 展开更多
关键词 Subsidence risk Geotechnical uncertainty FMEA ANN Fuzzy Tehran No.4 subway line
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