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恒温式全自动氧弹热量计测热性能检验 被引量:1
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作者 郭爱梅 《华东电力》 2000年第9期26-28,共3页
介绍了 PARR 1 2 81型热量计结构、操作方法及性能 ,重点阐述了对该热量计的性能检验方法及结果 ,检验结果表明该热量计的绝对精度小于 40 J/ K,相对精度小于 0 .2 % ,符合国家计量检定规程要求。该仪器的准确度也符合要求 。
关键词 恒温式全自动氧弹量计 测热性能 检验
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热喷涂技术在扬克烘缸修复中的应用 被引量:1
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作者 杨建桥 段素霞 +1 位作者 杨保兴 高文军 《陕西科技大学学报(自然科学版)》 2008年第1期87-89,共3页
对扬克烘缸的腐蚀、磨损情况进行了分析,提出了采用热喷涂技术对扬克烘缸进行修复的技术方案,并针对扬克烘缸表面的特殊要求,对所喷涂的喷涂工作层厚度、硬度及表面光洁度、使用时间等进行了综合评价.结果表明,采用热喷涂技术可以很好... 对扬克烘缸的腐蚀、磨损情况进行了分析,提出了采用热喷涂技术对扬克烘缸进行修复的技术方案,并针对扬克烘缸表面的特殊要求,对所喷涂的喷涂工作层厚度、硬度及表面光洁度、使用时间等进行了综合评价.结果表明,采用热喷涂技术可以很好的修复扬克烘缸. 展开更多
关键词 喷涂技术 扬克烘缸啼涂工艺啼淦工作层性能
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Analyses on performances of heat and multilayer reflection insulators 被引量:4
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作者 LEE Moo-jin LEE Kang-guk SEO Won-duck 《Journal of Central South University》 SCIE EI CAS 2012年第6期1645-1656,共12页
This research was conducted to study the performances of the heat and multilayer reflection insulators used for buildings in South Korea to realize eco-friendly, low-energy-consumption, green construction, and to cont... This research was conducted to study the performances of the heat and multilayer reflection insulators used for buildings in South Korea to realize eco-friendly, low-energy-consumption, green construction, and to contribute to energy consumption reduction in buildings and to the nation's greenhouse gas emission reduction policy (targeting 30% reduction compared to BAUCousiness as usual) by 2020). The heat insulation performance test is about the temperatures on surfaces of test piece. The high air temperature and the low air temperature were measured to determine the overall heat transfer coefficient and thermal conductivity. The conclusions are drawn that the heat transmission coefficients for each type of existing reflection insulator are: A-1 (0.045 W/(m-K)), A-2 (0.031 W/(m.K)), A-3 (0.042 W/(m.K)), A-4 (0.078 W/(m.K)), and the average heat conductivity is 0.049 W/(m-K); The heat conductivity for each type of Styrofoam insulator are 0.030 W/(m.K) for B-l, 0.032 W/(m-K) for B-2, 0.037 W/(m'K) for B-3, 0.037 W/(m.K) for B-4, and the average heat conductivity is 0.035 W/(m'K) regardless of the thickness of the insulator; The heat conductivity values of the multilayer reflection insulators are converted based on the thickness and type C-1 (0.020 W/(m.K)), C-2 (0.018 W/(m.K)), C-3 (0.016 W/(m.K)), and C-4 (0.012 W/(m.K)); The multilayer reflection insulator keeps the indoor-side surface temperature high (during winter) or low (in summer), enhances the comfort of the building occupants, and conducts heating and moisture resistance to prevent dew condensation on the glass-outer-wall surface. 展开更多
关键词 heat reflection insulator multilayer reflection insulator overall heat transfer coefficient thermal conductivity nonflammability vapor permeability eco-friendly construction
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Determination of Thermal Properties of Cuts and Residue Streams Obtained in the Molecular Distillation Process 被引量:3
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作者 Ballestemos Hernaindez Juhe Jardini Andre +2 位作者 Wolf Maciel Ma Regina Maciel Filho Rubens Medina Lilian 《Journal of Chemistry and Chemical Engineering》 2011年第8期684-690,共7页
A real-time sensing of the molecular distillation process temperature by a FLUKE brand thermograph Ti50 IR FlexCam and thermography technique was realized. After completion of the molecular distillation, three propert... A real-time sensing of the molecular distillation process temperature by a FLUKE brand thermograph Ti50 IR FlexCam and thermography technique was realized. After completion of the molecular distillation, three properties of heat transport chain cuts and residues obtained in the process were estimated by Differential Scanning Calorimetry (DSC) (specific heat, enthalpy, thermal conductivity). These properties are of great importance for improving oil characterization and for future modeling and simulation of the molecular distillation process. The results show that through the method of Differential Scanning Calorimetry, profiles have been obtained from the variation of specific heat, enthalpy and thermal condutivity as a function of temperature for samples of cuts from the distillation (ASTM D-2892) and fractions of distillate and residue from the process of molecular distillation. 展开更多
关键词 Molecular distillation heavy oil heat transport specific heat ENTHALPY thermal conductivity differential scanning calorimetry.
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Effects of retrogression heating rate on microstructures and mechanical properties of aluminum alloy 7050 被引量:14
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作者 李国锋 张新明 +1 位作者 李鹏辉 游江海 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第6期935-941,共7页
The effects of the retrogression heating rate(340℃/min,57℃/min,4.3℃/min)on the microstructures and mechanical properties of aluminum alloy 7050 were investigated by means of hardness measurement,tensile properties ... The effects of the retrogression heating rate(340℃/min,57℃/min,4.3℃/min)on the microstructures and mechanical properties of aluminum alloy 7050 were investigated by means of hardness measurement,tensile properties testing,differential scanning calorimetry(DSC)and transmission electron microscopy(TEM).The results show that the retrogression heating rate significantly affects the microstructures and mechanical properties of the alloys treated by retrogression and re-aging(RRA)process, and it is found that the medium rate(57℃/min)leads to the highest mechanical properties.The strengthening phases in the matrix are mainly the fine dispersed η′precipitates and GP zones,and the grain boundary precipitates are coarse and discontinuous η phases. 展开更多
关键词 aluminum alloy 7050 retrogression and re-aging treatment MICROSTRUCTURE mechanical properties
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Heat transfer performance testing of a new type of phase change heat sink for high power light emitting diode 被引量:2
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作者 XIANG Jian-hua ZHANG Chun-liang +2 位作者 ZHOU Chao LIU Gui-yun ZHOU Wei 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第7期1708-1716,共9页
In view of the limitations of solid metal heat sink in the heat dissipation of high power light emitting diode (LED), a kind of miniaturized phase change heat sink is developed for high power LED packaging. First, t... In view of the limitations of solid metal heat sink in the heat dissipation of high power light emitting diode (LED), a kind of miniaturized phase change heat sink is developed for high power LED packaging. First, the fabrication process of miniaturized phase change heat sink is investigated, upon which all parts of the heat sink are fabricated including main-body and end-cover of the heat sink, the formation of three-dimensional boiling structures at the evaporation end, the sintering of the wick, and the encapsulation of high power LED phase change heat sink. Subsequently, with the assistance of the developed testing system, heat transfer performance of the heat sink is tested under the condition of natural convection, upon which the influence of thermal load and working medium on the heat transfer performance is investigated. Finally, the heat transfer performance of the developed miniaturized phase change heat sink is compared with that of metal solid heat sink. Results show that the developed miniaturized phase change heat sink presents much better heat transfer performance over traditional metal solid heat sink, and is suitable for the packaging of high power LED. 展开更多
关键词 miniaturized phase change heat sink three-dimensional microgrooves sintered wick heat transfer performance testing
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Evaluation of rutting performance of stone matrix asphalt mixtures containing warm mix additives 被引量:6
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作者 Rezvan Babagoli Hassan Ziari 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第2期360-373,共14页
Permanent deformation or rutting, one of the most important distresses in flexible pavements, has long been a problem in asphalt mixtures and thus a great deal of research has been focused on the development of a rheo... Permanent deformation or rutting, one of the most important distresses in flexible pavements, has long been a problem in asphalt mixtures and thus a great deal of research has been focused on the development of a rheological parameter that would address the rutting susceptibility of both unmodified and modified bituminous binders. In this research, three warm mix additives(Sasobit, Rheofalt and Zycotherm) were used to modify 60-70 penetration grade base binder. The rutting potential of both modified and unmodified binders were evaluated through the multiple stress creep recovery(MSCR)-based parameter, nonrecoverable compliance(Jnr) and recovery parameter(R). Several performance tests carried on stone matrix asphalt(SMA) mixtures comprising different nominal maximum aggregate sizes(NMASs, 9.5, 12.5 and 19 mm), like Marshall stability, dynamic and static creep and Hamburg wheel tracking tests to evaluate their rutting performance. The objective of this work is to correlate MSCR test results to performance. Results indicate that for the range of the gradations investigated in this work, increasing the nominal maximum aggregate size of the gradation would increase the permanent deformation resistance of the SMA mixture. Addition of 3% sasobit to base binder leads an increase in Jnr100 about 82%. Addition of 2% rheofalt to base binder leads an recovery increase of about 9.76 % and 27.44% in stress levels of 100 and 3200 Pa, respectively. The results reveal that rutting resistance of mixtures improves as Jnr decreases. The use of the MSCR test in the rutting characterization of bituminous binders is highly recommended based on the results of this work. 展开更多
关键词 warm additives multiple stress creep recovery RUTTING flow number flow time wheel track test
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Improved properties of carbon fiber paper as electrode for fuel cell by coating pyrocarbon via CVD method 被引量:6
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作者 谢志勇 金谷英 +4 位作者 张敏 苏哲安 张明瑜 陈建勋 黄启忠 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第8期1412-1417,共6页
The fabrication of a pyrocarbon coated carbon paper and its application to the gas diffusion lay(GDL) of proton exchange membrane(PEM) fuel cell were described.This carbon paper was fabricated by using conventional ca... The fabrication of a pyrocarbon coated carbon paper and its application to the gas diffusion lay(GDL) of proton exchange membrane(PEM) fuel cell were described.This carbon paper was fabricated by using conventional carbon paper as the precursor,and coating it with pyrocarbon by pyrolyzing propylene via the chemical vapor deposition(CVD) method.For comparison,conventional carbon paper composites were also prepared by using PAN-based carbon fiber felt as the precursor followed by impregnation with resin,molding and heat-treatment.SEM characterization indicates that pyrocarbon is uniformly deposited on the surface of the fiber in the pyrocarbon coated carbon paper and made the fibers of carbon felt bind more tightly.In contrast,there are cracks in matrix and debonding of fibers due to carbonization shrinkage in the conventional carbon paper.Property measurements show that the former has much better conductivity and gas permeability than the latter.In addition,current density-voltage performance tests also reveal that the pyrocarbon coating can improve the properties of carbon paper used for electrode materials of fuel cell. 展开更多
关键词 fuel cell gas diffusion layer carbon fiber paper chemical vapor deposition pyrocarbon coating
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Effect of double ageing on performance and establishment of prediction model for 6005 aluminum alloy 被引量:2
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作者 WANG Xu-cheng HUANG Yuan-chun +2 位作者 ZHANG Li-hua ZHANG Yun HUANG Shi-ta 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第3期973-985,共13页
In the present investigation, the relation of pre-ageing temperature and pre-ageing time to mechanical properties was studied, and a model was established to predict the mechanical properties of AA6005 Al alloy. Compa... In the present investigation, the relation of pre-ageing temperature and pre-ageing time to mechanical properties was studied, and a model was established to predict the mechanical properties of AA6005 Al alloy. Compared with the experimental results, the deviation of the proposed model was limited to 8.1%, which showed reasonable accuracy of forecasting. It was found that the performance of AA6005 alloy was better at higher pre-ageing temperature with shorter pre-ageing time than that at T6 temper. The microstructure of the alloy was observed by transmission electron microscopy, and the results showed that high dislocation density and precipitate density existed at 160 ℃ and 200 ℃ pre-ageing, which were in good agreement with the model. 展开更多
关键词 Al alloy heat treatment MODEL mechanical performance strengthening mechanism
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Function chain neural network prediction on heat transfer performance of oscillating heat pipe based on grey relational analysis 被引量:12
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作者 鄂加强 李玉强 龚金科 《Journal of Central South University》 SCIE EI CAS 2011年第5期1733-1737,共5页
As for the factors affecting the heat transfer performance of complex and nonlinear oscillating heat pipe (OHP),grey relational analysis (GRA) was used to deal with the relationship between heat transfer rate of a loo... As for the factors affecting the heat transfer performance of complex and nonlinear oscillating heat pipe (OHP),grey relational analysis (GRA) was used to deal with the relationship between heat transfer rate of a looped copper-water OHP and charging ratio,inner diameter,inclination angel,heat input,number of turns,and the main influencing factors were defined.Then,forecasting model was obtained by using main influencing factors (such as charging ratio,interior diameter,and inclination angel) as the inputs of function chain neural network.The results show that the relative average error between the predicted and actual value is 4%,which illustrates that the function chain neural network can be applied to predict the performance of OHP accurately. 展开更多
关键词 oscillating heat pipe grey relational analysis fimction chain neural network heat transfer
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Development and Lubricating Properties of Rolling Oil for Stainless Steel Cold Rolling 被引量:4
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作者 Zhang Xu Wang Yizhu +2 位作者 Yao Wenjing Sun Jianlin Wang Shiting 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2011年第2期57-64,共8页
Appropriate base oils and homologous additives such as extreme pressure and anti-wear agents,oiliness agents and antioxidants were selected,and experiments testing the compatibility performance between additive,base o... Appropriate base oils and homologous additives such as extreme pressure and anti-wear agents,oiliness agents and antioxidants were selected,and experiments testing the compatibility performance between additive,base oil and other components were carried out to develop the SK and SD series of rolling oils for cold rolling of stainless steel.The developed oils were used in the stainless steel cold rolling lubrication experiments,and were successfully applied in the actual cold rolling operation of stainless steel.Compared with a foreign product,the tribological properties,the thermal oxidation stability,and the rolling lubrication performance of the developed stainless steel cold rolling oils were studied.Test results showed that the tribological properties of the thereby developed rolling oils and the reference one were almost at the same level,and to some extent the performance of rolling was even better than the foreign product,at the same time the stainless steel sheet could retain its well annealed performance.Meanwhile,within a certain range,the lubrication of the rolling oil became better as its viscosity increased at the same level of saponification value,which could provide a lower friction coefficient,so that a higher maximum reduction ratio of the rolled piece through a constant roll gap and a minimum thickness could be secured.Also,similar phenomena appeared as the saponification value increased at a same viscosity level of the rolling oils. 展开更多
关键词 stainless steel cold rolling oil rolling lubrication FRICTION thermal analysis
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Analysis of I-V Thermal Characteristic on GaN-based p-i-n Ultraviolet Detector
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作者 XIE Xue-song ZHANG Xiao-ling LV Chang-zhi LI Zhi-guo FENG Shi-wei XU Li-guo 《Semiconductor Photonics and Technology》 CAS 2007年第1期76-79,共4页
The I-V characteristic of GaN-based p-i-n ultraviolet detector is presented. It is measured at different temperatures and analyzed with changing temperature. The ideality factor of the device is 2.09 at room temperatu... The I-V characteristic of GaN-based p-i-n ultraviolet detector is presented. It is measured at different temperatures and analyzed with changing temperature. The ideality factor of the device is 2.09 at room temperature. The maximum ideality factor is 2.14 at 100 ℃, which declines above 100 ℃, and the minimum ideality factor is 1.26 at 300 ℃. The coefficient of forward voltage vs. temperature is -1.97 mV/℃ with a forward current of 1 mA. Based on double injection model, the deep lying impurity activation energy in the i-region is 0.1 343 eV. 展开更多
关键词 GAN ideality factor activation energy ultraviolet detector
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Testing Thermal Properties of Cooling Device with Heat Pipes to Improve His Heat Transfer Ability
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作者 Patrik Nemec Alexander Caja Milan Malcho 《Journal of Energy and Power Engineering》 2014年第2期209-216,共8页
This paper deals about testing thermal properties of the cooling device with heat pipes at inclination position, in consequence of using the natural convection to improve heat transfer properties. Head point testing o... This paper deals about testing thermal properties of the cooling device with heat pipes at inclination position, in consequence of using the natural convection to improve heat transfer properties. Head point testing of cooling device is monitoring temperature on the aluminium block of energy converter, heat pipes and ribs under temperature condition 30 ℃ in thermostatic chamber. Testing of the device was performed at tilt angles positions 0, 10 and 20° from the vertical level. The heat flux loaded to energy converter was 450 W. The next goal of the paper is to research on influence working position of the wick heat pipe on their thermal performance. In this research heat pipes were made with capillary structure sintered from copper powder granularity 100, 63 and 50 μm filled with water and ethanol. Next heat pipe thermal performance was performed by measuring heat source and working positions. Knowledge of these two research goals can bring potential improvements in purpose of cooling device for effective heat sink from high power electronic components. 展开更多
关键词 Heat pipe heat transfer cooling device.
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Microstructure evolution,mechanical properties and tailoring of coefficient of thermal expansion for Cu/Mo/Cu clad sheets fabricated by hot rolling 被引量:2
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作者 Jiang-jiang LIU Ze-jun CHEN +3 位作者 Zhan-song ZHOU Tai-qian MO Peng-ju WANG Wei-jun HE 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2022年第7期2290-2308,共19页
The law of microstructure evolution and mechanical properties of hot roll bonded Cu/Mo/Cu clad sheets were systematically investigated and the theoretical prediction model of the coefficient of thermal expansion(CTE)o... The law of microstructure evolution and mechanical properties of hot roll bonded Cu/Mo/Cu clad sheets were systematically investigated and the theoretical prediction model of the coefficient of thermal expansion(CTE)of Cu/Mo/Cu clad sheets was established successfully.The results show that the deformation of Cu and Mo layers was gradually coherent with an increase in rolling reduction and temperature and excellent interface bonding was achieved under the condition of a large rolling reduction.The development of the microstructure and texture through the thickness of Cu and Mo layers was inhomogeneous.This phenomenon can be attributed to the friction between the roller and sheet surface and the uncoordinated deformation between Cu and Mo.The tensile strength of the clad sheets increased with increasing rolling reduction and the elongation was gradually decreased.The CTE of Cu/Mo/Cu clad sheets was related to the volume fraction of Mo.The finite element method can simulate the deformation and stress distribution during the thermal expansion process.The simulation result indicates that the terminal face of the clad sheets was sunken inward. 展开更多
关键词 Cu/Mo/Cu clad sheets roll bonding collaborative deformation mechanical properties coefficient of thermal expansion prediction model
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Energy and long-term hygrothermal performance of building enclosures based on dynamic environmental simulation test 被引量:1
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作者 Shi Xing 《Engineering Sciences》 EI 2010年第1期92-96,共5页
Dynamic environmental testing is an effective means to study the energy and long-term hygrothermal performance of building enclosures. Southeast University is designing and building a large-scale dynamic environment s... Dynamic environmental testing is an effective means to study the energy and long-term hygrothermal performance of building enclosures. Southeast University is designing and building a large-scale dynamic environment simulation testing facility. It can simuhaneously and dynamically simulate temperature, relative humidity, infrared solar radiation, UV radiation, and precipitation. A transformation is needed to predict the energy and long-term hygrothermal performance of building enclosures under real service conditions using data obtained from accelerated tests. 展开更多
关键词 environmental simulation hygrothermal performance long-term performance heat box environmental acceleration
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Cooling Device Using the Natural Convection, Phase Change of Substance and Capillary Effect
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作者 Patrik Neme~ AlexanderCaja Milan Malcho 《Journal of Energy and Power Engineering》 2013年第8期1520-1526,共7页
Paper deals about testing of device with gravity assisted heat pipes and about researching of wick heat pipes used to effective heat transfers from power switches of energy converter. At first, to simulate ambient con... Paper deals about testing of device with gravity assisted heat pipes and about researching of wick heat pipes used to effective heat transfers from power switches of energy converter. At first, to simulate ambient condition was designed thermostatic chamber where was monitoring temperature course on main parts of cooling device (energy converter, air cooler and heat pipes) at various position of cooling device. It was found, if the cooling device is in tilt position the cooling performance is better. But if the tilt angel of gravity assisted heat pipe is higher the heat transfer is lower. From reason improve heat transfer cooling device at tilt angle are manufactured heat pipes with the sintered, mesh screen and grooved capillary structures and tested their thermal performance at vertical and tilt angel 45~ position by calorimetric method. Article describes manufacturing process and thermal performance measuring method of wick heat pipes. This experiment testify that the wick heat pipe is able operate at tilt angle position than gravity assisted heat pipe and application of wick heat pipes into cooling device will improve his cooling performance. 展开更多
关键词 Heat pipe heat transfer cooling device natural convection phase change capillary effect.
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Artificial neural network prediction of mechanical properties of hot rolled low carbon steel strip 被引量:1
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作者 Niu Jianqing Li Hualong 《Engineering Sciences》 EI 2013年第6期8-12,共5页
Conventionally, direct tensile tests are employed to measure mechanical properties of industrially pro- duced products. In mass production, the cost of sampling and labor is high, which leads to an increase of total p... Conventionally, direct tensile tests are employed to measure mechanical properties of industrially pro- duced products. In mass production, the cost of sampling and labor is high, which leads to an increase of total pro- duction cost and a decrease of production efficiency. The main purpose of this paper is to develop an intelligent pro- gram based on artificial neural network (ANN) to predict the mechanical properties of a commercial grade hot rolled low carbon steel strip, SPHC. A neural network model was developed by using 7 x 5 x 1 back-propagation (BP) neural network structure to determine the multiple relationships among chemical composition, product pro- cess and mechanical properties. Industrial on-line application of the model indicated that prediction results were in good agreement with measured values. It showed that 99.2 % of the products' tensile strength was accurately pre- dicted within an error margin of ~ 10 %, compared to measured values. Based on the model, the effects of chemical composition and hot rolling process on mechanical properties were derived and the relative importance of each in- put parameter was evaluated by sensitivity analysis. All the results demonstrate that the developed ANN models are capable of accurate predictions under real-time industrial conditions. The developed model can be used to sub- stitute mechanical property measurement and therefore reduce cost of production. It can also be used to control and optimize mechanical properties of the investigated steel. 展开更多
关键词 ANN mechanical property prediction hot rolling low carbon steel
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Experimental Evaluation of Thermal Properties of Grouting Materials
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作者 Manuela Campanale Marta Deganello Lorenzo Moro 《Journal of Energy and Power Engineering》 2013年第8期1457-1463,共7页
This study is aimed at the thermal analysis of sealant mortar (usually a mixtures of bentonite and cemem with addition of sand) used in geothermal cooling and heating. In particular, thermal conductivity and diffusi... This study is aimed at the thermal analysis of sealant mortar (usually a mixtures of bentonite and cemem with addition of sand) used in geothermal cooling and heating. In particular, thermal conductivity and diffusivity measurements were performed on differem sealant mixtures by using Hot Disk thermal constants analyzer in order to identify the interesting thermal properties of grouting materials. The grouting materials that we considered are of porous nature and, if used in the presence of groundwater, have different levels of imbibitions. It is important to know the thermal behavior of these materials at different water content. A first set of measurements was performed on a not-tinted material at room temperature; then the samples were led to saturation conditions by contact capillary imbibitions with a cotton wool layer moistened in water. The determination of thermal conductivity in these test conditions appears to be critical compared to the measuremems on non-timed sample. The thermal conductivity tests have revealed how the thermal behavior of the samples analyzed is essentially determined by the density and water content of the material: in fact, the thermal conductivity increases of two to three times the value of the not-tinted material. 展开更多
关键词 Geothermal energy thermal conductivity sealant mortar hot disk grouting materials Portland cement mortar.
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Experimental Study and Analysis on Heat Transfer Coefficient of Radial Heat Pipe 被引量:4
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作者 Chengming Shi Wang Yang Canjun Xu 《Journal of Thermal Science》 SCIE EI CAS CSCD 2010年第5期425-429,共5页
The experimental study was performed on five eccentric radial heat pipes with two outer-tube diameters.The test range can be given as follows,working fluid filling ratio Ω=44%~83%,heat flux q=10000W/m2~32000W/m2,an... The experimental study was performed on five eccentric radial heat pipes with two outer-tube diameters.The test range can be given as follows,working fluid filling ratio Ω=44%~83%,heat flux q=10000W/m2~32000W/m2,and working temperature tv=50 ℃~120 ℃.The correlations between radial heat pipe heat transfer performance and filling ratio,heat flux,working temperature were studied in the experiment.Based on linear regression of experimental data,the relationship between heat pipe equivalent heat resistance R and working temperature tv,heat flux q and filling ratio Ω was obtained. 展开更多
关键词 radial heat pipe boiling heat transfer coefficient filling ratio heat flux working temperature
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Prediction of thermal conductivity of polymer-based composites by using support vector regression 被引量:2
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作者 WANG GuiLian CAI CongZhong +1 位作者 PEI JunFang ZHU XingJian 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2011年第5期878-883,共6页
Support vector regression (SVR) combined with particle swarm optimization (PSO) for its parameter optimization, was proposed to establish a model to predict the thermal conductivity of polymer-based composites under d... Support vector regression (SVR) combined with particle swarm optimization (PSO) for its parameter optimization, was proposed to establish a model to predict the thermal conductivity of polymer-based composites under different mass fractions of fillers (mass fraction of polyethylene (PE) and mass fraction of polystyrene (PS)). The prediction performance of SVR was compared with those of other two theoretical models of spherical packing and flake packing. The result demonstrated that the estimated errors by leave-one-out cross validation (LOOCV) test of SVR models, such as mean absolute error (MAE) and mean absolute percentage error (MAPE), all are smaller than those achieved by the two theoretical models via applying identical samples. It is revealed that the generalization ability of SVR model is superior to those of the two theoretical models. This study suggests that SVR can be used as a powerful approach to foresee the thermal property of polymer-based composites under different mass fractions of polyethylene and polystyrene fillers. 展开更多
关键词 polymer matrix composites thermal conductivity support vector regression regression analysis PREDICTION
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