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Analysis of the Erosion-Corrosion Mechanism of the Air Cooler in a Hydrocracking Unit:A Numerical and Experimental Study
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作者 Su Guoqing Li Yan +1 位作者 Guo Hongli Zhang Jianwen 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS CSCD 2024年第1期126-138,共13页
Corrosion leakages often occur in the air cooler of a hydrocracking unit,with the failure sites mainly located in the entrance area of the tubes.An analysis of the macroscopic morphology and corrosion products confirm... Corrosion leakages often occur in the air cooler of a hydrocracking unit,with the failure sites mainly located in the entrance area of the tubes.An analysis of the macroscopic morphology and corrosion products confirmed that the damage was caused by erosion-corrosion(E-C).Numerical and experimental methods were applied to investigate the E-C mechanism in the air cooler.Computational fluid dynamics(CFD)was used to calculate the hydrodynamic parameters of the air cooler.The results showed that there was a biased flow in the air cooler,which led to a significant increase in velocity,turbulent kinetic energy and wall shear within 0.2 m of the tube entrance.A visualization experiment was then performed to determine the principles of migration and transformation of multiphase flow in the air cooler tubes.Various flow patterns(pure droplet flow,mist flow,and annular flow)and their evolutionary processes were clearly depicted experimentally.The initiation mechanism and processes leading to the development of E-C in the air cooler were also determined.This study provided a comprehensive explanation for the E-C failures that occur in air coolers during operation. 展开更多
关键词 air cooler hydrocracking unit EROSION-CORROSION SIMULATION visualization experiment multiphase flow
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Online Fault Detection Configuration on Equipment Side of a Variable-Air-Volume Air Handling Unit
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作者 杨学宾 李鑫海 +2 位作者 杨思钰 王吉 罗雯军 《Journal of Donghua University(English Edition)》 CAS 2023年第2期225-231,共7页
With the development of the technology of the Internet of Things,more and more operational data can be collected from air conditioning systems.Unfortunately,the most of existing air conditioning controllers mainly pro... With the development of the technology of the Internet of Things,more and more operational data can be collected from air conditioning systems.Unfortunately,the most of existing air conditioning controllers mainly provide controlling functions more than storing,processing or computing the measured data.This study develops an online fault detection configuration on the equipment side of air conditioning systems to realize these functions.Modbus communication is served to collect real-time operational data.The calculating programs are embedded to identify whether the measured signals exceed their limits or not,and to detect if sensor reading is frozen and other faults in relation to the operational performance are generated or not.The online fault detection configuration is tested on an actual variable-air-volume(VAV)air handling unit(AHU).The results show that the time ratio of fault detection exceeds 95.00%,which means that the configuration exhibits an acceptable fault detection effect. 展开更多
关键词 fault detection software configuration online monitoring equipment side variable-air-volume(VAV) air handling unit(AHU)
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Fault isolation of air handling unit based on neural network 被引量:2
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作者 杜志敏 晋欣桥 +1 位作者 杨学宾 范波 《Journal of Southeast University(English Edition)》 EI CAS 2010年第2期355-358,共4页
Aiming at various faults in an air conditioning system,the fault characteristics are analyzed.The influence of the faults on the energy consumption and thermal comfort of the system are also discussed.The simulation r... Aiming at various faults in an air conditioning system,the fault characteristics are analyzed.The influence of the faults on the energy consumption and thermal comfort of the system are also discussed.The simulation results show that the measurement faults of the supply air temperature can lead to the increase in energy consumption.According to the fault characteristics,a data-driven method based on a neural network is presented to detect and diagnose the faults of air handling units.First,the historical data are selected to train the neural network so that it can recognize and predict the operation of the system.Then,the faults can be diagnosed by calculating the relative errors denoting the difference between the measuring values and the prediction outputs.Finally,the fault diagnosis strategy using the neural network is validated by using a simulator based on the TRNSYS platform.The results show that the neural network can diagnose different faults of the temperature,the flow rate and the pressure sensors in the air conditioning system. 展开更多
关键词 air handling unit fault characteristics fault isolation neural network
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Novel Approach for Fault Detection and Diagnosis of Sensors in Air Handling Units Using Wavelet Energy Entropy 被引量:1
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作者 李素萍 张玉华 《Journal of Donghua University(English Edition)》 EI CAS 2013年第3期207-214,共8页
A novel fault diagnosis method for sensors in air handling unit(AHU) using wavelet energy entropy was presented. Instead of directly comparing the numerous data under noise conditiom, the wavelet energy entropy resi... A novel fault diagnosis method for sensors in air handling unit(AHU) using wavelet energy entropy was presented. Instead of directly comparing the numerous data under noise conditiom, the wavelet energy entropy residual was compared in the proposed method. Three.level wavelet analysis was used to decompose the measurement data under both fault-free and faulty operation conditions. The concept of Shannon entropy was referred to define wavelet energy entropy of the wavelet coefficients. The sensor faults were diagnosed by comparing the deviation of the wavelet energy entropy of the measured signal and the estimated one with the preset threshold. Testing results showed that the wavelet energy entropy was sensitive to diagnose the biased faults. The wavelet energy entropy residuals exceed the threshold significantly when faults occur. In addition, the severer the faults were, the larger the residuals would be. The results prove that the proposed method is feasible and effective for the fault detection and diagnosis of the sensors. 展开更多
关键词 fault detection and diagnosis SENSOR air handling unit AHU) wavelet analysis Shannon entropy
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An Air Mass Based Approach to the Establishment of Spring Season Synoptic Characteristics in the Northeast United States 被引量:1
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作者 Rebecca Zander Andrew Messina Melissa Godek 《Atmospheric and Climate Sciences》 2013年第3期408-419,共12页
The Northeast United States spring is indicative of major meteorological and biological change though the seasonal boundaries are difficult to define and may even be changing with global climate warming. This research... The Northeast United States spring is indicative of major meteorological and biological change though the seasonal boundaries are difficult to define and may even be changing with global climate warming. This research aims to obtain a synoptic meteorological definition of the spring season through an assessment of air mass frequency over the past 60 years. The validity of recent speculations that the onset and termination of spring have changed in recent decades with global change is also examined. The Spatial Synoptic Classification is utilized to define daily air masses over the region. Annual and seasonal baseline frequencies are identified and their differences are acquired to characterize the season. Seasonal frequency departures of the early and late segments of the period of record are calculated and examined for practical and statistical significance. The daily boundaries of early and late spring are also isolated and assessed across the period of record to identify important changes in the season’s initiation and termination through time. Results indicate that the Northeast spring season is dominated by dry air masses, mainly the Dry Moderate and Dry Polar types. Prior to 1975, more polar air masses are detected while after 1975 more moderate and tropical types are identified. Late spring is characterized by increased variability in all moist air mass frequencies. These findings indicate that, from a synoptic perspective, the season is dry through time but modern springs are also warmer than those of past decades and the initiation of the season is likely arriving earlier. The end of the season represents more variable day-to-day air mass conditions in modern times than detected in past decades. 展开更多
关键词 air Mass SPRING SEASON NORTHEAST unitED States Spatial SYNOPTIC Classification Climate Change
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Experimental Study of Air Conditioning Unit of Evaporative Cooling Assisted Mechanical Refrigeration 被引量:3
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作者 HUANG Xiang,XU Fang-cheng,WU Jun-mei(Xi’an polytechnic University,Xi’an,Shaanxi 710048,China) 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2009年第S1期106-110,共5页
The evaporative cooling,which assists the refrigeration machinery air-conditioning systems test-rig,has been designed.Its structure and working principle were described,and the performance test was conducted and analy... The evaporative cooling,which assists the refrigeration machinery air-conditioning systems test-rig,has been designed.Its structure and working principle were described,and the performance test was conducted and analyzed.The test shows that making full use of the evaporative cooling "free cooling" in Spring and Autumn seasons can fully meet the requirements of air-conditioned comfort through the switch of the function in different seasons.Taking into account the evaporative cooling fan and pump energy consumption,compared with the traditional mechanical refrigeration system,more than 80 percent of energy can be saved,and the energy efficiency ratio of the Unit(EER)is as high as 7.63.Using the two stages of indirect evaporative cooling to pre-cool the new wind in summer,under the conditions of the same air supply temperature requirements,0.83 kg/s chilled water saved can be equivalent to the traditional mechanical refrigeration system,and when the new wind ratio up to 50 percent,more than 10 percent load was reduced in mechanical refrigeration system.The overall EER increased about 35 percent. 展开更多
关键词 EVAPORATIVE COOLING mechanical REFRIGERATION air-CONDITIONING unit EER
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Characteristics and management strategy of the devices configured in Baosteel's domestically-integrated 60000 m^3/h air separation unit
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作者 YANG Zhen HU Ke YU Liangzhu DAI Zhong ZHANG Guoping 《Baosteel Technical Research》 CAS 2009年第3期32-37,共6页
Baosteel' s No. 8 air separation unit(ASU) is the first domestically-integrated 60 000 m^3/h ASU. This paper describes the mechanical equipment, the design and the configuration characteristics of this unit. The po... Baosteel' s No. 8 air separation unit(ASU) is the first domestically-integrated 60 000 m^3/h ASU. This paper describes the mechanical equipment, the design and the configuration characteristics of this unit. The potential failure modes of the mechanical devices are deduced via analyses on the failure history of similar devices in other ASUs. Finally, this paper also brings up suggestions on daily maintenance, overhaul and purchases of spare parts. 展开更多
关键词 air separation unit LOCALIZATION equipment management maintenance spare parts
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Independent integration and innovation of the first domestically-integrated 60000 m^3/h air separation unit
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作者 YUAN Jilie QIAN Feng LI Zhengqiang GAO Yuan CHENG Yuzhi 《Baosteel Technical Research》 CAS 2009年第3期3-12,共10页
Baosteel's 60000 m……3/h air separation unit (ASU), the first domestically-integrated unit of its class, is a milestone in the Chinese air separation industry. In this paper,the process characteristics of the unit... Baosteel's 60000 m……3/h air separation unit (ASU), the first domestically-integrated unit of its class, is a milestone in the Chinese air separation industry. In this paper,the process characteristics of the unit and the application of the original techniques are expatiated. Some difficulties in the process design, the risk control, the quality control, the control system integration and the system commissioning are analyzed and appraised. The mode of the project integration and innovation, the cooperation among industries and the user-orientated project management mode are introduced. Finally,the successful experiences in innovation are summarized with the focus on the integration of the project. 展开更多
关键词 air separation unit LOCALIZATION independent integration project management
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Baosteel's No.8 air separation unit and the practice of its system commissioning
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作者 ZHOU Chenhao CAI Lemin LI Zhengqiang 《Baosteel Technical Research》 CAS 2009年第3期23-26,共4页
This paper introduces the process flow, technical parameters and relevant features of Baosteel's No. 8 air separation unit (ASU) with a capacity of 60000m^3/h. It summarizes the commissioning work, which includes t... This paper introduces the process flow, technical parameters and relevant features of Baosteel's No. 8 air separation unit (ASU) with a capacity of 60000m^3/h. It summarizes the commissioning work, which includes the adjustment of the air compressor,the system's naked cooling,the precooling system and the operation adjustment. It also provides detailed analyses on some failures which occurred in the commissioning. Through the modification of the design and the interlocks, the tripping probability of the air compressor was greatly reduced. Through the heating of the system and the control of the water cooler's nitrogen flow,the overproof content of carbon dioxide and fluctuation of oxygen flow were avoided. Nitrogen-block in the argon system was eliminated by the precise control of the argon rectification flow and argon content. All these solutions have been proved to be effective by practice. 展开更多
关键词 air separation unit commissioning malfunction solution
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Characteristics and experience in the electrical design of the first domestically-integrated large-scale air separation unit
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作者 GONG Zhaoliang 《Baosteel Technical Research》 CAS 2009年第3期18-22,共5页
The first domestically-integrated large-scale air separation unit (ASU) with a capacity of 60 000 m^3/h was successfully built and put into operation at Baosteel. Compared with the electrical design of the imported ... The first domestically-integrated large-scale air separation unit (ASU) with a capacity of 60 000 m^3/h was successfully built and put into operation at Baosteel. Compared with the electrical design of the imported equipment of the same type,this ASU has an electrical protection interlink that is independent from the distribution control system (DCS). With the design idea of simplicity, the ASU features a simplified configuration and an audio alarm system for electrical failures. It helps reduce the failure rate of the electrical equipment and detect failures quickly and accurately. It will effectively enhance safe and stabilized production. The ASU can not only reduce the cost of investment, but also ensure a smooth and stable running of the whole electrical equipment. This study focuses on the experience and understanding of the unit design and commissioning. 展开更多
关键词 air separation unit LOCALIZATION electrical design characteristics
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Type selection and maintenance of the control system of large-scale air separation units
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作者 DONG Zhenning 《Baosteel Technical Research》 CAS 2009年第3期13-17,共5页
Based on the practice of Baosteel' s 60000 m3/h air separation unit (ASU) ,which is the first domestically- integrated unit of such a scale, this paper studies the principles of type selection of the distribution c... Based on the practice of Baosteel' s 60000 m3/h air separation unit (ASU) ,which is the first domestically- integrated unit of such a scale, this paper studies the principles of type selection of the distribution control system (DCS). It discusses the design of the unit's control system,which involves a compressor system,a purification system (molecular sieving), a turbo expansion system and an air separation system. The final part of the paper discusses the maintenance and future development of the ASU control system at Baosteel. 展开更多
关键词 air separation unit control system type selection of distribution control system
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Influence of Surrounding Structures upon the Aerodynamic and Acoustic Performance of the Outdoor Unit of a Split Air-Conditioner 被引量:3
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作者 WU Chengjun LIU Jiang PAN Jie 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2014年第4期836-845,共10页
DC-inverter split air-conditioner is widely used in Chinese homes as a result of its high-efficiency and energy-saving. Recently, the researches on its outdoor unit have focused on the influence of surrounding structu... DC-inverter split air-conditioner is widely used in Chinese homes as a result of its high-efficiency and energy-saving. Recently, the researches on its outdoor unit have focused on the influence of surrounding structures upon the aerodynamic and acoustic performance, however they are only limited to the influence of a few parameters on the performance, and practical design of the unit requires more detailed parametric analysis. Three-dimensional computational fluid dynamics(CFD) and computational aerodynamic acoustics(CAA) simulation based on FLUENT solver is used to study the influence of surrounding structures upon the aforementioned properties of the unit. The flow rate and sound pressure level are predicted for different rotating speed, and agree well with the experimental results. The parametric influence of three main surrounding structures(i.e. the heat sink, the bell-mouth type shroud and the outlet grille) upon the aerodynamic performance of the unit is analyzed thoroughly. The results demonstrate that the tip vortex plays a major role in the flow fields near the blade tip and has a great effect on the flow field of the unit. The inlet ring's size and throat's depth of the bell-mouth type shroud, and the through-flow area and configuration of upwind and downwind sections of the outlet grille are the most important factors that affect the aerodynamic performance of the unit. Furthermore, two improved schemes against the existing prototype of the unit are developed, which both can significantly increase the flow rate more than 6 %(i.e. 100 m3·h~(-1)) at given rotating speeds. The inevitable increase of flow noise level when flow rate is increased and the advantage of keeping a lower rotating speed are also discussed. The presented work could be a useful guideline in designing the aerodynamic and acoustic performance of the split air-conditioner in engineering practice. 展开更多
关键词 DC-inverter split air-conditioner outdoor unit surrounding structure computational fluid dynamics(CFD) computational aerodynamic acoustics(CAA) simulation improved design
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The Impact of Thermal Desorption Unit Associated with Remediation of Hydrocarbon Impacted Soils on Air Quality at Beneku, Ndokwa East, Delta State, Nigeria
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作者 Akpofure Rim-Rukeh Omokwe Ugochukwu Nwokoma 《Journal of Geoscience and Environment Protection》 2022年第7期87-97,共11页
The study is on the use of thermal desorption unit in the remediation of contaminated soils located at Beneku in Ndokwa East local government area of Delta state. This method uses heat to vaporize the contaminants, an... The study is on the use of thermal desorption unit in the remediation of contaminated soils located at Beneku in Ndokwa East local government area of Delta state. This method uses heat to vaporize the contaminants, and as such only works for volatile contaminants. Air quality samples around the thermal desorption Unit (TDU), used for the treatment of hydrocarbon impacted soils were taken at six (6) different sampling points (Stations). The sampling points were 100 m apart beginning from 0 m which was the closest to the TDU. The results showed that the mean values of SO<sub>2</sub> were 0.01 ppm for both the dry and wet seasons and it is within the FMEnv limit of 0.01. The mean concentration of NO<sub>2</sub> in the dry season was 0.25 μg/m<sup>3</sup> and in the wet season it was 0.18 μg/m<sup>3</sup>, which were above the FMEnv limit of 0.06 μg/m<sup>3</sup>. It is a strong oxidizing agent that reacts with air/water to form corrosive nitric acid, as well as toxic organic nitrates. The mean concentration of CO<sub>2</sub> recorded in the dry season was 11.52 ppm and that for the wet season was 10.53 ppm, which were slightly above the FMEnv limit of 10.00 ppm. The levels of SPM 2.5 recorded in the study show a concentration of 132.07 μg/m<sup>3</sup> in the dry season and 95.93 μg/m<sup>3</sup> in the wet season while those for SPM 10 had 102.17 μg/m<sup>3</sup> in the dry season and 91.33 μg/m<sup>3</sup> in the wet season. The level of the VOC recorded across the study area was significantly low (0.11 μg/m<sup>3</sup>). The mean H<sub>2</sub>S concentration recorded across the study area was low (0.01 μg/m<sup>3</sup>). Several health risks have been associated with SPM. Inhaling SPM affects respiratory and cardiovascular systems in both children and adults. Fine SPM (such as PM 2.5 particulate) can penetrate into the lungs and blood streams when inhaled, resulting to respiratory problems, heart attack, lung cancer and even death, while exposure to low levels of H<sub>2</sub>S can induce headaches as well as breathing difficulties in some asthmatic patients. 展开更多
关键词 Thermal Desorption unit Contaminated Soil air Quality
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Indoor Surveillance of Airborne Fungi Contaminating Intensive Care Units and Operation Rooms in Assiut University Hospitals, Egypt
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作者 M. Bassam Aboul-Nasr Abdel-Naser A. Zohri Enas Mahmoud Amer 《Journal of Health Science》 2014年第1期20-27,共8页
Mycoflora of atmospheric air and dust samples collected from air conditioning systems in 12 of each I.C.U. (intensive care units) and O.R. (operation rooms) were tested using settle and dilution plate methods on f... Mycoflora of atmospheric air and dust samples collected from air conditioning systems in 12 of each I.C.U. (intensive care units) and O.R. (operation rooms) were tested using settle and dilution plate methods on four types of agar media and incubated at 25℃. Forty-five fungal species representing 23 genera were isolated and identified. The most prevalent genera recorded were Cladosporium, Aspergillus, Penicillium and Fusarium. The total colony forming units of airborne fungi recovered in I.C.U. and O.R. ranged between 31.13-49.61 colonies/m3 on the four types of media usedl The fungal total catch of the dust samples collected from the air conditioning system filters in I.C.U. and O.R. were ranged from 65.5-170 colonies/mg dust. Since, the interest to replace synthetic xenobiotics by natural compounds with low environmental persistence and biodegradable to control such airborne fungal contaminants is needed. In this respect, essential oils showed to possess a broad spectrum of antifungal activity. Fungal static ability of six oils was tested on 30 different fungal isolates. Vapors of common thyme oil exhibited the strongest inhibitory effects on the tested isolates, whereas the headspace vapors of blue gum and ginger had no inhibitory effects on the tested fungal isolates. These data revealed that the air conditioning systems may be an important source of contamination in I.C.U. and O.R. of Assiut university hospitals. Thus, patients may be in risk of being exposed to contaminated atmospheric air by opportunistic fungi and the use of essential oils as an alternative option to control hospital wards from fungal contaminants needs further studies. 展开更多
关键词 air conditions airborne fungi intensive care units operation rooms and volatile oils.
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Thermodynamic Simulation of CCP in Air-Cooled Heat Pump Unit with HFCs and CO<sub>2</sub>Trans-Critical 被引量:2
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作者 Feihu Chen Shuguang Liao Guangcai Gong 《Journal of Power and Energy Engineering》 2018年第9期141-164,共24页
The exergy analysis and finite time thermodynamic methods had been employed to analyze the compound condensation process (CCP). It was based on the air-cooling heat pump unit. The cooling capacity of the chiller unit ... The exergy analysis and finite time thermodynamic methods had been employed to analyze the compound condensation process (CCP). It was based on the air-cooling heat pump unit. The cooling capacity of the chiller unit is about 1 kW, and the work refrigerant is R22/R407C/R410A/CO2. The MATLAB/SIMULINK software was employed to build the simulation model. The thermodynamic simulation model is significant for the optimization of parameters of the unit, such as condensation and evaporation temperature and mass flow of the sanitary hot water and size of hot water storage tank. The COP of the CCP of R410A system is about 3% - 5% higher than the CCP of the R22 system, while CCP of the R407C system is a little lower than the CCP of R22 system. And the CCP of CO2 trans-critical system has advantage in the hot supply mode. The simulation method provided a theoretical reference for developing the production of CCP with substitute refrigerant R407C/R410A/CO2. 展开更多
关键词 air-Cooled Heat Pump unit Compound Condensation Process (CCP) Exergy Analysis Method Sanitary Hot Water MATLAB/SIMULINK Software Fluorine SUBSTITUTE REFRIGERANT R407C/R410A Natural REFRIGERANT CO2
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基于ConvGRU的空气污染预测可视分析系统
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作者 杨璐 陈聪 +2 位作者 毕重科 邱晓滨 李云龙 《计算机辅助设计与图形学学报》 EI CSCD 北大核心 2024年第6期928-936,共9页
预测细颗粒污染物浓度是制定防污减排措施的主要途径之一.针对传统的用于预测的大规模数值模拟需要在超级计算机上计算数小时乃至数天,成本高、效率低,甚至影响实效性的问题,提出一种基于卷积门控循环单元(ConvGRU)的细颗粒物污染预测方... 预测细颗粒污染物浓度是制定防污减排措施的主要途径之一.针对传统的用于预测的大规模数值模拟需要在超级计算机上计算数小时乃至数天,成本高、效率低,甚至影响实效性的问题,提出一种基于卷积门控循环单元(ConvGRU)的细颗粒物污染预测方法.首先设计一个全面损失函数(C-Loss),综合考虑预测结果与实况之间的绝对误差和相对误差,通过与常用的均方损失函数对比,证明C-Loss可以使预测模型更适合细颗粒物;然后根据领域专家需求,设计一个可交互的可视分析系统,领域专家可以高效地获取一系列时刻的预测结果,从而交互式地深入探索大气污染的形成过程与气象因素之间的相关性,为进一步制定防污减排方案提供了科学依据.通过一系列应用示例全面地分析了污染物的形成原因,并验证了预测模型的有效性. 展开更多
关键词 大气污染 可视分析 基于卷积门控循环单元
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卧式紧凑型旋流气浮装置旋流筒结构优化数值模拟研究
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作者 龚俊 张磊 +2 位作者 谢勰 海类游 蒋文明 《工业水处理》 CAS CSCD 北大核心 2024年第6期179-188,共10页
由于油田开发采出液含水率上升和海上平台空间的限制,亟需紧凑型污水处理设备用于对海上油田含油污水处理。对此设计了卧式紧凑型旋流气浮装置,通过Fluent数值模拟方法对该装置旋流筒区域的流场分布及油水分离性能开展了系统研究,探究... 由于油田开发采出液含水率上升和海上平台空间的限制,亟需紧凑型污水处理设备用于对海上油田含油污水处理。对此设计了卧式紧凑型旋流气浮装置,通过Fluent数值模拟方法对该装置旋流筒区域的流场分布及油水分离性能开展了系统研究,探究了旋流筒结构、入口管径、含油污水入口速度和入口含油率等因素对油水分离效果的影响。结果表明,在入口管径为20 mm,含油污水入口速度为2 m/s时,采用导流叶片的旋流筒结构能获得较好的流场分布;含油污水入口速度越大切向速度衰减越严重;旋流筒在高度为100~300 mm时切向速度衰减较大,在高度为300~650 mm内衰减较小;相同含油污水入口速度下,增大入口管径能使旋流筒内油相体积分数增大;增大含油污水入口速度反而会导致旋流筒内油相体积分数减小;旋流筒内油相体积分数呈“U”型分布,且随入口含油率增大而增大,与入口含油率成正比。 展开更多
关键词 紧凑型气浮装置 气浮旋流 结构优化 数值模拟
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火电耦合压缩空气储能技术研究进展及展望
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作者 陈来军 梅生伟 +4 位作者 王斌 刘瀚琛 邹旺 郑天文 陈任峰 《中国电机工程学报》 EI CSCD 北大核心 2024年第18期7264-7275,I0014,共13页
火电耦合压缩空气储能技术作为一种提升传统火电机组灵活性和经济性的有效手段,近年来受到了广泛关注。该文从分析火电耦合压缩空气储能技术在提升电网调峰能力、促进可再生能源整合等方面的重要意义出发。首先,介绍典型耦合系统的结构... 火电耦合压缩空气储能技术作为一种提升传统火电机组灵活性和经济性的有效手段,近年来受到了广泛关注。该文从分析火电耦合压缩空气储能技术在提升电网调峰能力、促进可再生能源整合等方面的重要意义出发。首先,介绍典型耦合系统的结构组成与工作原理;然后,探讨耦合系统中关键设备的技术现状和面临的挑战;之后,梳理火-储耦合系统的集成方案设计、调峰运行优化以及经济性评估的研究现状;最后,针对当前技术难点,展望未来火电耦合压缩空气储能技术的研究方向与重点。该文旨在为今后相关领域研究提供参考与借鉴,推动其持续发展和创新。 展开更多
关键词 火电机组 压缩空气储能 多能联供 灵活性改造 深度调峰
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贫数据中基于模型自训练的空气处理设备故障诊断
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作者 孟华 裴迪 +3 位作者 阮应君 钱凡悦 邓永康 郑铭桦 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第3期454-461,共8页
针对空气处理设备(AHU)故障贫数据,基于深度置信网络(DBN)模型对4种特征选择算法进行对比研究,结果表明最大相关最小冗余算法的特征子集在诊断准确率及子集元素稳定性上表现最优。提出将DBN嵌入自训练框架的故障诊断模型,发现DBN自训练... 针对空气处理设备(AHU)故障贫数据,基于深度置信网络(DBN)模型对4种特征选择算法进行对比研究,结果表明最大相关最小冗余算法的特征子集在诊断准确率及子集元素稳定性上表现最优。提出将DBN嵌入自训练框架的故障诊断模型,发现DBN自训练的诊断准确率较单纯DBN最高可提升19.5%。提出均匀抽样及按比例抽样2种自训练伪标签抽样策略,二者的诊断准确率均随抽样数减小而增大,在不同抽样数中的最大差异为3.42%;在所有贫数据样本中,均匀抽样策略始终优于按比例抽样,诊断准确率最大相差1.39%,表明在故障标签匮乏时,采用均匀抽样策略及较小的抽样数有利于提升DBN自训练的诊断性能。 展开更多
关键词 故障检测与诊断 空气处理设备 贫数据 特征选择 深度置信网络自训练模型
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某相控阵雷达分布式液冷系统设计研究
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作者 任恒 赵承三 房景仕 《火控雷达技术》 2024年第3期124-128,共5页
天线阵面是有源相控阵雷达的核心,液冷机组作为一种为电子设备提供特定温度冷却液的装置,目前在雷达天线阵面电子设备的冷却方面得到了广泛的应用。基于机动式雷达的高热耗、高重量指标要求、高可靠性及苛刻的环境适应要求,研制了风冷型... 天线阵面是有源相控阵雷达的核心,液冷机组作为一种为电子设备提供特定温度冷却液的装置,目前在雷达天线阵面电子设备的冷却方面得到了广泛的应用。基于机动式雷达的高热耗、高重量指标要求、高可靠性及苛刻的环境适应要求,研制了风冷型100kW液冷机组。采用液冷机组与天线阵面协同设计技术,将液冷机组分5个单元布置在有源阵面的中块骨架上,实现了液冷机组与天线阵的集成设计,使液冷机组重量减少54%、体积减小65%、成本降低30%。同时该液冷机组在防风沙及防盐雾环境适应性设计、管路穿舱密封设计等方面进行了关键技术攻关,对后续高集成液冷机组设计提供了借鉴。 展开更多
关键词 雷达天线阵面 风冷式液冷机组 高集成
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