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我国算力服务体系构建及路径研究 被引量:25
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作者 陈晓红 许冠英 +3 位作者 徐雪松 田志平 霍杨杰 易国栋 《中国工程科学》 CSCD 北大核心 2023年第6期49-60,共12页
算力服务是数字中国建设的重要基础和支撑,是提升国家数字化能力和核心竞争力的关键因素。在数字中国背景下,算力服务体系需要适应不同领域、层次和场景的算力需求,实现算力资源的合理配置和高效利用,引领数字经济的发展和创新。本文基... 算力服务是数字中国建设的重要基础和支撑,是提升国家数字化能力和核心竞争力的关键因素。在数字中国背景下,算力服务体系需要适应不同领域、层次和场景的算力需求,实现算力资源的合理配置和高效利用,引领数字经济的发展和创新。本文基于全球视角和我国现状,厘清了算力服务的内涵,剖析了我国算力服务发展中存在的供需矛盾突出、算力基础资源分布不均匀、资源流通途径尚未建立、技术服务标准不统一等痛点问题,从算力服务形态基础、演进模型、顶层设计三个方面提出了我国算力服务体系建设的总体架构,并全面阐述了我国算力服务体系重点战略和发展路径。研究建议:加强算力顶层设计,推进算网融合发展;优化算力资源布局,降低算力使用门槛;搭建算力共享平台,盘活社会算力价值;健全算力利用机制,建立算力租赁制度;激发科技攻关潜力,发挥算力人才优势。 展开更多
关键词 服务 网融合 服务演进模型 体系构建
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大数据时代人工生态系统颠覆性特征
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作者 卢兵友 赵婉莹 《农业环境科学学报》 北大核心 2025年第6期1419-1421,共3页
生态学研究虽在理论体系构建、可持续发展意识培育及生态系统数据积累方面取得重大成就,但其理论指导实践的能力仍显不足。大数据时代为生态学发展带来新机遇,人工智能与算力技术的融合将推动生态学研究向数据关系挖掘与精准应用转型。... 生态学研究虽在理论体系构建、可持续发展意识培育及生态系统数据积累方面取得重大成就,但其理论指导实践的能力仍显不足。大数据时代为生态学发展带来新机遇,人工智能与算力技术的融合将推动生态学研究向数据关系挖掘与精准应用转型。人工生态系统将呈现主体转变、要素升级、工具革新、协调发展四大颠覆性响应特征。这些特征标志着人工生态系统向智能化、精准化、和谐化的范式变革,为生态学理论落地提供关键基础。 展开更多
关键词 生物 大数据 算力模型 智慧化 复合生态系统
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Influence of steel corrosion to flexural behavior of coral aggregate concrete beam 被引量:7
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作者 DA Bo YU Hong-fa +1 位作者 MA Hai-yan WU Zhang-yu 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第5期1530-1542,共13页
To study the flexural behavior and calculation model,8 coral aggregate concrete(CAC)beams with different types of steel were designed.The flexural behavior of CAC beam was tested.The failure mode,bearing capacity,the ... To study the flexural behavior and calculation model,8 coral aggregate concrete(CAC)beams with different types of steel were designed.The flexural behavior of CAC beam was tested.The failure mode,bearing capacity,the maximum crack width(ws)and average crack spacing(lm)were studied.A calculation model for the bearing capacity of CAC beam was proposed.The results indicated that with the steel strength increased,the cracking moment(Mcr)and ultimate moment(Mu)of CAC beam increased,and the development of the ws gradually slowed,which effectively inhibited the formation of cracks and improved the flexural behavior of CAC beam.For CAC structures in the ocean engineering,it is recommended to use organic new coated steel to extend its effective service life.In addition,considering the influence of steel corrosion,a calculation model for the Mcr,Mu,lm and ws of CAC beam was established. 展开更多
关键词 coral aggregate concrete beam steel corrosion flexural behavior bearing capacity calculation model
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An improved self-adaptive membrane computing optimization algorithm and its applications in residue hydrogenating model parameter estimation 被引量:1
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作者 芦会彬 薄翠梅 杨世品 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第10期3909-3915,共7页
In order to solve the non-linear and high-dimensional optimization problems more effectively, an improved self-adaptive membrane computing(ISMC) optimization algorithm was proposed. The proposed ISMC algorithm applied... In order to solve the non-linear and high-dimensional optimization problems more effectively, an improved self-adaptive membrane computing(ISMC) optimization algorithm was proposed. The proposed ISMC algorithm applied improved self-adaptive crossover and mutation formulae that can provide appropriate crossover operator and mutation operator based on different functions of the objects and the number of iterations. The performance of ISMC was tested by the benchmark functions. The simulation results for residue hydrogenating kinetics model parameter estimation show that the proposed method is superior to the traditional intelligent algorithms in terms of convergence accuracy and stability in solving the complex parameter optimization problems. 展开更多
关键词 optimization algorithm membrane computing benchmark function improved self-adaptive operator
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Calculation grid and turbulence model for numerical simulating pressure fluctuations in high-speed train tunnel 被引量:5
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作者 JI Peng WANG Tian-tian WU Fan 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第10期2870-2877,共8页
Calculation grid and turbulence model for numerical simulating pressure fluctuations in a high-speed train tunnel are studied through the comparison analysis of numerical simulation and moving model test.Compared the ... Calculation grid and turbulence model for numerical simulating pressure fluctuations in a high-speed train tunnel are studied through the comparison analysis of numerical simulation and moving model test.Compared the waveforms and peak-peak values of pressure fluctuations between numerical simulation and moving model test,the structured grid and the SST k-ωturbulence model are selected for numerical simulating the process of high-speed train passing through the tunnel.The largest value of pressure wave amplitudes of numerical simulation and moving model test meet each other.And the locations of the largest value of the initial compression and expansion wave amplitude of numerical simulation are in agreement with that of moving model test.The calculated pressure at the measurement point fully conforms to the propagation law of compression and expansion waves in the tunnel. 展开更多
关键词 high-speed train calculation grid turbulence model TUNNEL pressure fluctuations
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An analytical method to calculate station evacuation capacity 被引量:2
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作者 许心越 刘军 +1 位作者 李海鹰 周艳芳 《Journal of Central South University》 SCIE EI CAS 2014年第10期4043-4050,共8页
The major objective of this work was to calculate evacuation capacity and solve the optimal routing problem in a given station topology from a network optimization perspective where station facilities were modelled as... The major objective of this work was to calculate evacuation capacity and solve the optimal routing problem in a given station topology from a network optimization perspective where station facilities were modelled as open finite queueing networks with a multi-objective set of performance measures. The optimal routing problem was determined so that the number of evacuation passengers was maximized while the service level was higher than a certain criterion. An analytical technique for modelling open finite queueing networks, called the iteration generalized expansion method(IGEM), was utilized to calculate the desired outputs. A differential evolution algorithm was presented for determining the optimal routes. As demonstrated, the design methodology which combines the optimization and analytical queueing network models provides a very effective procedure for simultaneously determining the service level and the maximum number of evacuation passengers in the best evacuation routes. 展开更多
关键词 evacuation capacity subway station service level optimal routing queuing network genetic algorithms
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Preset model of bending force for 6-high reversing cold rolling mill based on genetic algorithm 被引量:4
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作者 曹建国 徐小照 +3 位作者 张杰 宋木清 宫贵良 曾伟 《Journal of Central South University》 SCIE EI CAS 2011年第5期1487-1492,共6页
The hydraulic roll-bending device was studied, which was widely used in modem cold rolling mills to regulate the strip flatness. The loaded roll gap crown mathematic model and the strip crown mathematic model of the r... The hydraulic roll-bending device was studied, which was widely used in modem cold rolling mills to regulate the strip flatness. The loaded roll gap crown mathematic model and the strip crown mathematic model of the reversing cold rolling process were established, and the deformation model of roll stack system of the 6-high 1 250 mm high crown (HC) reversing cold rolling mill was built by slit beam method. The simulation results show that, the quadratic component of strip crown decreases nearly linearly with the increase of the work roll bending force, when the shifting value of intermediate roll is determined by the rolling process. From the first pass to the fifth pass of reversing rolling process, the crown controllability of bending force is gradually weakened. Base on analyzing the relationship among the main factors associated with roll-bending force in reversing multi-pass rolling, such as strip width and rolling force, a preset mathematic model of bending force is developed by genetic algorithm. The simulation data demonstrate that the relative deviation of flatness criterions in each rolling pass is improved significantly and the mean relative deviation of all five passes is decreased from 25.1% to 1.7%. The model can keep good shape in multi-pass reversing cold rolling process with the high prediction accuracy and can be used to guide the production process. 展开更多
关键词 cold rolling mill STRIP bending force mathematic model genetic algorithm
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Waveforms analysis and optimization of new electro-hydraulic excitation technology 被引量:3
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作者 韩冬 龚国芳 +2 位作者 杨华勇 刘毅 廖湘平 《Journal of Central South University》 SCIE EI CAS 2014年第8期3098-3106,共9页
A new electro-hydraulic exciter that consists of rotary valve and micro-displacement double-functioned hydraulic cylinder was proposed to realize different kinds of waveforms.Calculated fluid dynamics(CFD) simulation ... A new electro-hydraulic exciter that consists of rotary valve and micro-displacement double-functioned hydraulic cylinder was proposed to realize different kinds of waveforms.Calculated fluid dynamics(CFD) simulation of rotary valve orifice reveals that orifice exists the two-throttle phenomenon.According to the finding,the revised flow area model was established.Vibration waveforms analysis was carried out by means of mathematic model and the related experiments were validated.Furthermore,as a new analysis indicator,saturation percentage was introduced first.The experimental results indicate that the revised flow area model is more accurate compared to the original one,and vibration waveforms can be optimized through suitable spool parameters and the revised cylinder structure. 展开更多
关键词 rotary valve micro-displacement double-functioned hydraulic cylinder two-throttle phenomenon revised flow areamodel saturation drift motion
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Computational modeling of free-surface slurry flow problems using particle simulation method 被引量:2
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作者 赵崇斌 彭省临 +2 位作者 刘亮明 B.E.Hobbs A.Ord 《Journal of Central South University》 SCIE EI CAS 2013年第6期1653-1660,共8页
The particle simulation method is used to solve free-surface slurry flow problems that may be encountered in several scientific and engineering fields.The main idea behind the use of the particle simulation method is ... The particle simulation method is used to solve free-surface slurry flow problems that may be encountered in several scientific and engineering fields.The main idea behind the use of the particle simulation method is to treat granular or other materials as an assembly of many particles.Compared with the continuum-mechanics-based numerical methods such as the finite element and finite volume methods,the movement of each particle is accurately described in the particle simulation method so that the free surface of a slurry flow problem can be automatically obtained.The major advantage of using the particle simulation method is that only a simple numerical algorithm is needed to solve the governing equation of a particle simulation system.For the purpose of illustrating how to use the particle simulation method to solve free-surface flow problems,three examples involving slurry flow on three different types of river beds have been considered.The related particle simulation results obtained from these three examples have demonstrated that:1) The particle simulation method is a promising and useful method for solving free-surface flow problems encountered in both the scientific and engineering fields;2) The shape and irregular roughness of a river bed can have a significant effect on the free surface morphologies of slurry flow when it passes through the river bed. 展开更多
关键词 particle simulation free surface slurry flow numerical method
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Improved similarity criterion for seepage erosion using mesoscopic coupled PFC–CFD model 被引量:3
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作者 倪小东 王媛 +1 位作者 陈珂 赵帅龙 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3069-3078,共10页
Conventional model tests and centrifuge tests are frequently used to investigate seepage erosion. However, the centrifugal test method may not be efficient according to the results of hydraulic conductivity tests and ... Conventional model tests and centrifuge tests are frequently used to investigate seepage erosion. However, the centrifugal test method may not be efficient according to the results of hydraulic conductivity tests and piping erosion tests. The reason why seepage deformation in model tests may deviate from similarity was first discussed in this work. Then, the similarity criterion for seepage deformation in porous media was improved based on the extended Darcy-Brinkman-Forchheimer equation. Finally, the coupled particle flow code–computational fluid dynamics(PFC-CFD) model at the mesoscopic level was proposed to verify the derived similarity criterion. The proposed model maximizes its potential to simulate seepage erosion via the discrete element method and satisfy the similarity criterion by adjusting particle size. The numerical simulations achieved identical results with the prototype, thus indicating that the PFC-CFD model that satisfies the improved similarity criterion can accurately reproduce the processes of seepage erosion at the mesoscopic level. 展开更多
关键词 mesoscopic model centrifugal model similarity criterion particle flow code-computational fluid dynamics (PFC-CFD)
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A new method determining safe thickness of karst cave roof under pile tip 被引量:21
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作者 蒋冲 刘浪 吴均平 《Journal of Central South University》 SCIE EI CAS 2014年第3期1190-1196,共7页
Cave roofs are used to support pile foundation in many engineering projects. Accurate stability analysis method of cave roof under pile tip is important in order to ensure the safety of the pile foundation structure. ... Cave roofs are used to support pile foundation in many engineering projects. Accurate stability analysis method of cave roof under pile tip is important in order to ensure the safety of the pile foundation structure. Firstly the mechanical model to analysis the stability of cave roof under pile tip is founded aiming to solve the problems that the simplified mechanical model has. Secondly, the boundary of cave roof is simply supposed to be supported according to the integrity of the rock mass in the boundary of cave roof. Thirdly, based on the theory of plates and shells, the simplified model is calculated and the theoretical calculation formula to determine the safe thickness of cave roof under pile tip can be obtained when the edges of the cave roof are simply supported. In the end, the analysis of the practical engineering project proves the feasibility and the rationality of the method which can be a new method to calculate the safe thickness of cave roof under pile tip. 展开更多
关键词 KARST cave roof theory of plates and shells PILE safe thickness
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A new improved Alopex-based evolutionary algorithm and its application to parameter estimation 被引量:1
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作者 桑志祥 李绍军 董跃华 《Journal of Central South University》 SCIE EI CAS 2013年第1期123-133,共11页
In this work, focusing on the demerit of AEA (Alopex-based evolutionary algorithm) algorithm, an improved AEA algorithm (AEA-C) which was fused AEA with clonal selection algorithm was proposed. Considering the irratio... In this work, focusing on the demerit of AEA (Alopex-based evolutionary algorithm) algorithm, an improved AEA algorithm (AEA-C) which was fused AEA with clonal selection algorithm was proposed. Considering the irrationality of the method that generated candidate solutions at each iteration of AEA, clonal selection algorithm could be applied to improve the method. The performance of the proposed new algorithm was studied by using 22 benchmark functions and was compared with original AEA given the same conditions. The experimental results show that the AEA-C clearly outperforms the original AEA for almost all the 22 benchmark functions with 10, 30, 50 dimensions in success rates, solution quality and stability. Furthermore, AEA-C was applied to estimate 6 kinetics parameters of the fermentation dynamics models. The standard deviation of the objective function calculated by the AEA-C is 41.46 and is far less than that of other literatures' results, and the fitting curves obtained by AEA-C are more in line with the actual fermentation process curves. 展开更多
关键词 ALOPEX evolutionary algorithm Alopex-based evolutionary algorithm clone selection parameter estimation
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Computational fluid dynamics simulation of gas-liquid two phases flow in 320 m^3 air-blowing mechanical flotation cell using different turbulence models 被引量:4
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作者 沈政昌 陈建华 +2 位作者 张谌虎 廖幸锦 李玉琼 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第6期2385-2392,共8页
According to the recently developed single-trough floating machine with the world's largest volume(inflatable mechanical agitation flotation machine with volume of 320 m3) in China, the gas-fluid two-phase flow in... According to the recently developed single-trough floating machine with the world's largest volume(inflatable mechanical agitation flotation machine with volume of 320 m3) in China, the gas-fluid two-phase flow in flotation cell was simulated using computational fluid dynamics method. It is shown that hexahedral mesh scheme is more suitable for the complex structure of the flotation cell than tetrahedral mesh scheme, and a mesh quality ranging from 0.7 to 1.0 is obtained. Comparative studies of the standard k-ε, k-ω and realizable k-ε turbulence models were carried out. It is indicated that the standard k-ε turbulence model could give a result relatively close to the practice and the liquid phase flow field is well characterized. In addition, two obvious recirculation zones are formed in the mixing zones, and the pressure on the rotor and stator is well characterized. Furthermore, the simulation results using improved standard k-ε turbulence model show that surface tension coefficient of 0.072, drag model of Grace and coefficient of 4, and lift coefficient of 0.001 can be achieved. The research results suggest that gas-fluid two-phase flow in large flotation cell can be well simulated using computational fluid dynamics method. 展开更多
关键词 computational fluid dynamics (CFD) simulation flotation cell gas-liquid two-phases flow
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Coupling model for calculating prestress loss caused by relaxation loss,shrinkage,and creep of concrete
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作者 曹国辉 胡佳星 张锴 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第2期470-478,共9页
The calculation model for the relaxation loss of concrete mentioned in the Code for Design of Highway Reinforced Concrete and Prestressed Concrete Bridges and Culverts(JTG D62—2004) was modified according to experime... The calculation model for the relaxation loss of concrete mentioned in the Code for Design of Highway Reinforced Concrete and Prestressed Concrete Bridges and Culverts(JTG D62—2004) was modified according to experimental data. Time-varying relaxation loss was considered in the new model. Moreover, prestressed reinforcement with varying lengths(caused by the shrinkage and creep of concrete) might influence the final values and the time-varying function of the forecast relaxation loss. Hence, the effects of concrete shrinkage and creep were considered when calculating prestress loss, which reflected the coupling relation between these effects and relaxation loss in concrete. Hence, the forecast relaxation loss of prestressed reinforcement under the effects of different initial stress levels at any time point can be calculated using the modified model. To simplify the calculation, the integral expression of the model can be changed into an algebraic equation. The accuracy of the result is related to the division of the periods within the ending time of deriving the final value of the relaxation loss of prestressed reinforcement. When the time division is reasonable, result accuracy is high. The modified model works excellently according to the comparison of the test results. The calculation result of the modified model mainly reflects the prestress loss values of prestressed reinforcement at each time point, which confirms that adopting the finding in practical applications is reasonable. 展开更多
关键词 PRESTRESS relaxation loss shrinkage and creep theoretical analysis calculation model
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