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Reviewing System Strength Metrics in IBR-Dominated Power Systems:Definitions,Principles,and Classifications
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作者 ZHU Yue QIU Zitian +2 位作者 HADJILEONIDAS Andreas GU Yunjie GREEN Tim 《南方电网技术》 北大核心 2025年第7期72-89,共18页
Along with the growing integration of renewable energy resources,the new power systems,which are dominated by inverter-based resources(IBRs),are facing critical challenges in both planning and operation stages.The con... Along with the growing integration of renewable energy resources,the new power systems,which are dominated by inverter-based resources(IBRs),are facing critical challenges in both planning and operation stages.The conventionally used system strength metric,short-circuit ratio(SCR),exhibits limitations in assessing connections of new IBRs due to their unique dynamic behaviour and control interactions.In this paper,the definition of system strength is reviewed.The underlying principles of conventional SCR and its variants are then discussed,with their constraints explained.To describe the system strength in a more comprehensive way,this paper further classifies system strength into three categories:quasi-static,small-signal,and large-signal.For each category,relevant metrics are introduced and their relative merits are discussed.Electromagnetic transient simulations are presented to illustrate key insights. 展开更多
关键词 system strength short-circuit ratio inverter-based resource quasi-static system strength small-signal system strength large-signal system strength
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Strength-constrained unit commitment in IBR dominant power systems
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作者 Yong-Kyu Kim Sang-Ho Lee Gyu-Sub Lee 《iEnergy》 2025年第2期121-131,共11页
In this paper,a strength-constrained unit commitment(UC)model incorporating system strength constraints based on the weighted short-circuit ratio(WSCR)is proposed.This model facilitates the comprehensive assessment of... In this paper,a strength-constrained unit commitment(UC)model incorporating system strength constraints based on the weighted short-circuit ratio(WSCR)is proposed.This model facilitates the comprehensive assessment of area-wide system strength in power systems with high inverter-based resource(IBR)penetration,thereby contributing to the mitigation of weak grid issues.Unlike traditional models,this approach considers the interactions among multiple IBRs.The UC problem is initially formulated as a mixed-integer nonlinear programming(MINLP)model,reflecting WSCR and bus impedance matrix modification constraints.To enhance computational tractability,the model is transformed into a mixed-integer linear programming(MILP)form.The effectiveness of the proposed approach is validated through simulations on the IEEE 5-bus,IEEE 39-bus,and a modified Korean power system,demonstrating the ability of the proposed UC model enhancing system strength compared to the conventional methodologies. 展开更多
关键词 Unit commitment system strength inverter-based resource power system stability mixed-integer programming
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Review of System Strength and Inertia Requirements for the National Electricity Market of Australia 被引量:22
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作者 Huajie Gu Ruifeng Yan Tapan Saha 《CSEE Journal of Power and Energy Systems》 SCIE CSCD 2019年第3期295-305,共11页
Synchronous generators(SGs)are still making major contributions to the re-stabilization of a power system following voltage/frequency disturbances,attributed to their inherent capability of providing system strength a... Synchronous generators(SGs)are still making major contributions to the re-stabilization of a power system following voltage/frequency disturbances,attributed to their inherent capability of providing system strength and inertia.However,SGs powered by fossil fuels are operating to a lesser extent and scheduled for decommissioning in the National Electricity Market(NEM)of Australia due to the accelerating increase of low bidding priced asynchronous generation of wind and solar,which leads to the reduction and even in some cases,a shortage of system strength and inertia.This paper comprehensively reviews the requirements of system strength and inertia in the NEM from an operational security perspective.Australia is the first country that established the regulation rules of system strength and inertia to accommodate issues of an emerging high penetration level of non-synchronous renewable generation. 展开更多
关键词 INERTIA power system renewable energy system strength
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Multiple Renewable Short-Circuit Ratio for Assessing Weak System Strength with Inverter-Based Resources 被引量:4
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作者 Lin Yu Shiyun Xu +3 位作者 Huadong Sun Bing Zhao Guanglu Wu Xiaoxin Zhou 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2024年第6期2271-2282,共12页
Inverter-based resources(IBRs),such as wind and photovoltaic generation,are characterized by low capacity and extensive distribution,which can exacerbate the weak properties of power systems.Precise identification of ... Inverter-based resources(IBRs),such as wind and photovoltaic generation,are characterized by low capacity and extensive distribution,which can exacerbate the weak properties of power systems.Precise identification of weak system status is essential for ensuring the security and economic efficiency of IBR integration.This paper proposes the index of the multiple renewable short-circuit ratio(MRSCR)and its critical value calculated by the voltage(CMRSCR)to provide a comprehensive assessment of power system strength in the presence of high IBR penetration,enhancing the accuracy and reliability of system strength evaluation.First,we introduce a single-infeed equivalent model of the power system integrating multiple IBRs.We examine the factors associated with system properties that are crucial in the strength assessment process.Subsequently,the MRSCR is derived from this analysis.The MRSCR describes the connection between system strength and voltage variation caused by power fluctuations.This implies that voltage variation caused by IBR power fluctuations is more pronounced under weak grid conditions.Following this,the CMRSCR is proposed to precisely evaluate the stability boundary.The disparity between MRSCR and CMRSCR is utilized to evaluate the stability margin of the power system.Unlike a fixed value,the CMRSCR exhibits higher sensitivity as the system approaches a critical state.These indexes have been implemented in the PSD power tools and power system analysis software package,facilitating engineering calculation and analysis of bulk power systems in China.Finally,simulation results validate the effectiveness of the proposed indexes and the research findings. 展开更多
关键词 Critical multiple short-circuit ratio inverter-based resource multiple renewable short-circuit ratio system strength
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System Strength Assessment Based on Multi-task Learning 被引量:1
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作者 Baoluo Li Shiyun Xu +2 位作者 Huadong Sun Zonghan Li Lin Yu 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2024年第1期41-50,共10页
Increase in permeability of renewable energy sources(RESs)leads to the prominent problem of voltage stability in power system,so it is urgent to have a system strength evaluation method with both accuracy and practica... Increase in permeability of renewable energy sources(RESs)leads to the prominent problem of voltage stability in power system,so it is urgent to have a system strength evaluation method with both accuracy and practicability to control its access scale within a reasonable range.Therefore,a hybrid intelligence enhancement method is proposed by combining the advantages of mechanism method and data driven method.First,calculation of critical short circuit ratio(CSCR)is set as the direction of intelligent enhancement by taking the multiple renewable energy station short circuit ratio as the quantitative indicator.Then,the construction process of CSCR dataset is proposed,and a batch simulation program of samples is developed accordingly,which provides a data basis for subsequent research.Finally,a multi-task learning model based on progressive layered extraction is used to simultaneously predict CSCR of each RESs connection point,which significantly reduces evaluation error caused by weak links.Predictive performance and anti-noise performance of the proposed method are verified on the CEPRI-FS-102 bus system,which provides strong technical support for real-time monitoring of system strength. 展开更多
关键词 Critical short circuit ratio hybrid intelligence enhancement multi-task learning system strength
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A Study of Tensile Strength Tests of Arborous Species Root System in Forest Engineering Technique of Shallow Landslide 被引量:6
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作者 YANG Yonghong LIU Shuzhen +1 位作者 WANG Chenghua TANG Chuan 《Wuhan University Journal of Natural Sciences》 CAS 2006年第4期892-896,共5页
One experiment was conducted, through tensile tests of Albazzia and Eucalypt roots culled from the fields. The other experiment was conducted, by testing anti-drawing strength of these root systems in the Albazzia and... One experiment was conducted, through tensile tests of Albazzia and Eucalypt roots culled from the fields. The other experiment was conducted, by testing anti-drawing strength of these root systems in the Albazzia and Eucalypt lands. These two experiments had an aim to give insights into the maximum tensile strength and anti-drawing strength of the root systems. Results indicated that the maximum tensile strength of root system is in an exponential relation with the diameter of root system while the maximum tensile strength is positively correlative with the diameter of root system. Anti-drawing force of root system together with root diameter, length, and soil bulk density are folded into a regression equation in an attempt to figure out the static friction coefficient between root system and its ambient soil. 展开更多
关键词 root system tensile strength anti-drawing strength tensile force
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Coronary artery calcium data and reporting system: Strengths and limitations 被引量:1
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作者 Subramaniyan Ramanathan 《World Journal of Radiology》 CAS 2019年第10期126-133,共8页
Coronary artery calcium data and reporting system(CAC-DRS)is a recently introduced standardized reporting system for calcium scoring on computed tomography.CAC-DRS provides four risk categories(0,1,2 and 3)along with ... Coronary artery calcium data and reporting system(CAC-DRS)is a recently introduced standardized reporting system for calcium scoring on computed tomography.CAC-DRS provides four risk categories(0,1,2 and 3)along with treatment recommendations for each category.As with any other new reporting platform,CAC-DRS has both advantages and disadvantages.Improved communication,better clarity of details,organized management recommendations and utility in future research and education are the major strengths of CAC-DRS.It has many limitations such as questionable need for a new system,few missing components,use of a less accurate visual method and treatment suggestions based on expert opinion instead of clinical trials.In this contemporary review,we discuss the new reporting system CAC-DRS,its application,strengths and limitations and conclude with some remarks for the future. 展开更多
关键词 CORONARY ARTERY CALCIUM REPORTING system Agatston SCORE strengths LIMITATIONS Management
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Multi-scale strength analysis of bolted connections used in integral thermal protection system 被引量:12
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作者 Heng LIANG Yuqing WANG +1 位作者 Mingbo TONG Junhua ZHANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2018年第8期1728-1740,共13页
Efficient and accurate strength analysis of bolted connections is essential in analyzing the integral thermal protection system(ITPS) of hypersonic vehicles, since the system bears severe loads and structural failur... Efficient and accurate strength analysis of bolted connections is essential in analyzing the integral thermal protection system(ITPS) of hypersonic vehicles, since the system bears severe loads and structural failures usually occur at the connections. Investigations of composite mechanical properties used in ITPS are still in progress as the architecture of the composites is complex. A new method is proposed in this paper for strength analysis of bolted connections by investigating the elastic behavior and failure strength of three-dimensional C/C orthogonal composites used in ITPS. In this method a multi-scale finite element method incorporating the global–local method is established to ensure high efficiency in macro-scale and precision in meso-scale in analysis.Simulation results reveal that predictions of material properties show reasonable accuracy compared with test results. And the multi-scale method can analyze the strength of connections efficiently and accurately. 展开更多
关键词 Bolted connection COMPOSITE Multi-scale method strength analysis Thermal Protection system
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Multi-Variable Flocking Control for Multi-Agent Systems via a Received Signal Strength Indicator 被引量:1
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作者 Xin-Ping Guan Shao-Min Xing Xiao-Yuan Luo 《Journal of Electronic Science and Technology》 CAS 2011年第3期231-238,共8页
A novel flocking control approach is proposed for multi-agent systems by integrating the variables of velocities, motion directions, and positions of agents. A received signal strength indicator (RSSI) is applied as... A novel flocking control approach is proposed for multi-agent systems by integrating the variables of velocities, motion directions, and positions of agents. A received signal strength indicator (RSSI) is applied as a variable to estimate the inter-distance between agents. A key parameter that contains the local information of agents is defined, and a multi-variable controller is proposed based on the parameter. For the position control of agents, the RSSI is introduced to substitute the distance as a control variable in the systems. The advantages of RSSI include that the relative distance between every two agents can be adjusted through the communication quality under different environments, and it can shun the shortage of the limit of sensors. Simulation studies demonstrate the effectiveness of the proposed control approach. 展开更多
关键词 Index Terms---Flocking multi-agent system multi-variable control received signal strength indicator.
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Effect of structural characteristics distribution on strength demand and ductility reduction factor of MDOF systems considering soil-structure interaction
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作者 Behnoud Ganjavi 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第2期205-220,共16页
It is known that structural stiffness and strength distributions have an important role in the seismic response of buildings. The effect of using different code-specified lateral load patterns on the seismic performan... It is known that structural stiffness and strength distributions have an important role in the seismic response of buildings. The effect of using different code-specified lateral load patterns on the seismic performance of fixed-base buildings has been investigated by researchers during the past two decades. However, no investigation has yet been carried out for the case of soil-structure systems. In the present study, through intensive parametric analyses of 21,600 linear and nonlinear MDOF systems and considering five different shear strength and stiffness distribution patterns, including three code-specified patterns as well as uniform and concentric patterns subjected to a group of earthquakes recorded on alluvium and soft soils, the effect of structural characteristics distribution on the strength demand and ductility reduction factor of MDOF fixed-base and soil-structure systems are parametrically investigated. The results of this study show that depending on the level of inelasticity, soil flexibility and number of degrees-of-freedoms (DOFs), structural characteristics distribution can significantly affect the strength demand and ductility reduction factor of MDOF systems. It is also found that at high levels of inelasticity, the ductility reduction factor of low-rise MDOF soil-structure systems could be significantly less than that of fixed-base structures and the reduction is less pronounced as the number of stories increases. 展开更多
关键词 soil-structure interaction MDOF systems structural characteristic distribution inelastic behavior strength demand ductility reduction factor
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Influence of data analysis when exploiting DFN model representation in the application of rock mass classification systems 被引量:3
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作者 Takako Miyoshi Davide Elmo Steve Rogers 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2018年第6期1046-1062,共17页
Discrete fracture network(DFN) models have been proved to be effective tools for the characterisation of rock masses by using statistical distributions to generate realistic three-dimensional(3 D) representations of a... Discrete fracture network(DFN) models have been proved to be effective tools for the characterisation of rock masses by using statistical distributions to generate realistic three-dimensional(3 D) representations of a natural fracture network. The quality of DFN modelling relies on the quality of the field data and their interpretation. In this context, advancements in remote data acquisition have now made it possible to acquire high-quality data potentially not accessible by conventional scanline and window mapping. This paper presents a comparison between aggregate and disaggregate approaches to define fracture sets, and their role with respect to the definition of key input parameters required to generate DFN models. The focal point of the discussion is the characterisation of in situ block size distribution(IBSD) using DFN methods. An application of IBSD is the assessment of rock mass quality through rock mass classification systems such as geological strength index(GSI). As DFN models are becoming an almost integral part of many geotechnical and mining engineering problems, the authors present a method whereby realistic representation of 3 D fracture networks and block size analysis are used to estimate GSI ratings, with emphasis on the limitations that exist in rock engineering design when assigning a unique GSI value to spatially variable rock masses. 展开更多
关键词 Data collection Discrete fracture network(DFN) Classification system Geological strength index(GSI)
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大型FPSO多点系泊布置对比
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作者 施炜 《船舶标准化工程师》 2026年第1期92-97,共6页
为优化大型浮式生产储油装置(FPSO)多点系泊系统设计选型,保障其在海上作业区域的稳定性和安全性。通过对3型大型FPSO配置的多点系泊系统进行分析,比较系统作业海域环境、设备配置参数、平台布置方案和操作流程。同时运用数值分析软件Or... 为优化大型浮式生产储油装置(FPSO)多点系泊系统设计选型,保障其在海上作业区域的稳定性和安全性。通过对3型大型FPSO配置的多点系泊系统进行分析,比较系统作业海域环境、设备配置参数、平台布置方案和操作流程。同时运用数值分析软件OrcaFlex简历仿真模型,针对极端工况和正常作业工况下多点系泊设计进行强度和疲劳分析。结果表明:配置了双轴挡链器的多点系泊系统,从系统操作、自动化程度、甲板布置、系泊平台、减少结构内部加强和设备安装精度要求等方面均具有一定的技术和成本优势;强度分析验证了该系统设计符合当前国际主流设计标准和船级社规范的相关要求。研究成果为FPSO多点系泊系统的选型优化、设计验证和工程实践提供了有效借鉴。 展开更多
关键词 浮式生产储卸油装置 多点系泊 系泊设备 系泊平台 强度和疲劳分析
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Distribution and tensile strength of Hornbeam (Carpinus betulus) roots growing on slopes of Caspian Forests, Iran 被引量:4
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作者 Ehsan Abdi Baris Majnounian +1 位作者 Hassan Rahimi Mahmud Zobeiri 《Journal of Forestry Research》 SCIE CAS CSCD 2009年第2期105-110,I0001,共7页
Biomechanical characteristics of the root system of hornbeam (Carpinus betulus) were assessed by measuring Root Area Ratio (RAR) values and tensile strength of root specimens of eight hornbeam trees growing on hil... Biomechanical characteristics of the root system of hornbeam (Carpinus betulus) were assessed by measuring Root Area Ratio (RAR) values and tensile strength of root specimens of eight hornbeam trees growing on hilly terrain of Northern Iran. RAR values of the roots were obtained using profile trenching method at soil depth of the top 0.1 m. In total 123 root specimens were analyzed for tensile strength. Results indicate that in general, RAR decreases with depth, following a power function. The RAR values in up and down slopes have no significant statistical differences. In most cases, the maximum RAR values were located in soil depth of the top 0.1 m, with maximum rooting depth at about 0.75 m. The minimum and maximum RAR values along the profiles were 0.004% and 6.431% for down slope and 0.004% and 3.995% for up slope, respectively. The number of roots in the up and down slope trenches was not significantly different. In the same manner as for RAR, number of roots distributing with depth was satisfactorily approximated a power function. The penetration depths of above 90 percent of the roots were at soil depths of 50 cm and 60 cm for up and down slopes, respectively. Results of Spearman's bivariate correlation showed no significant correlation between the RAR value with tree diameter and gradient of slope and number of roots. The mean value of root tensile strength was 31.51 ± 1.05 MPa and root tensile strength decreased with the increase in root diameter, following a power law equation. Using ANCOVA, we found intraspecies variation of tensile strength. 展开更多
关键词 BIOMECHANICAL Hornbeam Carpinus betulus root area ratio (RAR) root system root tensile strength.
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Distribution and tensile strength of Hornbeam(Carpinus betulus) roots growing on slopes of Caspian Forests,Iran 被引量:2
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作者 Ehsan Abdi Baris Majnounian +1 位作者 Hassan Rahimi Mahmud Zobeiri 《Journal of Forestry Research》 SCIE CAS CSCD 2009年第A2期105-110,共6页
Biomechanical characteristics of the root system of hornbeam(Carpinus betulus) were assessed by measuring Root Area Ratio(RAR) values and tensile strength of root specimens of eight hornbeam trees growing on hilly ter... Biomechanical characteristics of the root system of hornbeam(Carpinus betulus) were assessed by measuring Root Area Ratio(RAR) values and tensile strength of root specimens of eight hornbeam trees growing on hilly terrain of Northern Iran.RAR values of the roots were obtained using profile trenching method at soil depth of the top 0.1 m.In total 123 root specimens were analyzed for tensile strength.Results indicate that in general, RAR decreases with depth, following a power function.The RAR values in up and down slopes have no significant statistical differences.In most cases, the maximum RAR values were located in soil depth of the top 0.1 m, with maximum rooting depth at about 0.75 m.The minimum and maximum RAR values along the profiles were 0.004% and 6.431% for down slope and 0.004% and 3.995% for up slope, respectively.The number of roots in the up and down slope trenches was not significantly different.In the same manner as for RAR, number of roots distributing with depth was satisfactorily approximated a power function.The penetration depths of above 90 percent of the roots were at soil depths of 50 cm and 60 cm for up and down slopes, respectively.Results of Spearman's bivariate correlation showed no significant correlation between the RAR value with tree diameter and gradient of slope and number of roots.The mean value of root tensile strength was 31.51 ± 1.05 MPa and root tensile strength decreased with the increase in root diameter, follow-ing a power law equation.Using ANCOVA, we found intraspecies variation of tensile strength. 展开更多
关键词 BIOMECHANICAL Hornbeam CARPINUS betulus ROOT area ratio(RAR) ROOT system ROOT tensile strength.
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Influence of Addition of ZnO on Property of Fe_2O_3-K_2O System Catalyst for Ethylbenzene Dehydrogenation to Styrene 被引量:1
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作者 ChangXiMIAO MingSHAN 《Chinese Chemical Letters》 SCIE CAS CSCD 2004年第1期93-96,共4页
The incorporation of ZnO into Fe2O3-K2O system increases its activity, enhances its moisture stability and mechanical strength. The origin of the enhancement in activity and moisture stability is discussed in the lig... The incorporation of ZnO into Fe2O3-K2O system increases its activity, enhances its moisture stability and mechanical strength. The origin of the enhancement in activity and moisture stability is discussed in the light of experimental results obtained by BET, XRD, XPS. It was found that the addition of ZnO to Fe2O3-K2O system strengthens the interaction between Fe2O3 and K2O, reduces the formation temperature of KFe11O17 at least by 50 oC, and promotes the transformation of Fe3+ to Fe2+ further. 展开更多
关键词 Fe2O3-K2O system ethylbenzene dehydrogenation crush strength moisture stability.
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MECHANICAL ANALYSIS OF TREE SPARS IN CABLE YARDING SYSTEMS
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作者 Zhao ChenNanjing Forestry University 《Journal of Northeast Forestry University》 SCIE CAS CSCD 1993年第2期103-111,共9页
Tree spars,as appropriate supports for cable yarding systems,have to beverified for the strength before any real operation.This paper gives theoretical analysisfor various cases.Tree spars without guylines are normall... Tree spars,as appropriate supports for cable yarding systems,have to beverified for the strength before any real operation.This paper gives theoretical analysisfor various cases.Tree spars without guylines are normally under heavy bending stress,which dominates the strength design.For tree spars equipped with guylines,the spardeflection follows the same way as an unguyed spar.The overload of the bending stressremains the main reason of spar failures.Several diversities of tree spars from theidealized condition are investigated for the sake of better modeling of the real situation.Analysis supports that the tree spar can generally be treated as a straight cylindricalcolumn without giving significant errors.The load can be handled as centrically applied.Design methods are provided for both guyed and unguyed tree spars,which will benefit thepractice of using tree spars as an alternative for steel spars. 展开更多
关键词 CABLE system Guyline strength DESIGN
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Different Curing Systems on Mechanical Properties of Ultra-High Performance Concrete with Coarse Aggregate
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作者 赵秋 杨明 +1 位作者 庄一舟 聂宇 《Journal of Donghua University(English Edition)》 EI CAS 2017年第4期492-497,共6页
High durability and high tensile strength makes ultra-high performance concrete( UHPC) an ideal material for bridges,while its early shrinkage in the construction of cast-in-situ mass concrete leads structure crack-ea... High durability and high tensile strength makes ultra-high performance concrete( UHPC) an ideal material for bridges,while its early shrinkage in the construction of cast-in-situ mass concrete leads structure crack-easily,which restricts the application of UHPC in deck system. Whether reasonable amount of coarse aggregate can influence the strength of UHPC and improve the shrinkage performance or reduce the cost is still in doubt. Besides,in order to improve its constructability and workability, whether autoclaved curing system of UHPC can be changed remains to be further researched. In response to these circumstances, a systematic experimental study on the strength of UHPC mixed with coarse aggregate in different ratios has been presented in this paper. The three curing systems,namely standard curing,180-200 ℃/1. 1 MPa autoclaved curing,and hot water curing were tested to reveal the relationship between UHPC's properties and curing systems,and the UHPC ' s microstructure was also preliminarily studied by scanning electron microscope( SEM). The experimental research can draw the following conclusions. Under the condition of the same mix ratio, autoclaved curing guarantees the highest compressive strength,followed by hot water curing and standard curing. The compressive strength of concrete increases with the temperature in the range of 25 to 90 ℃ hot water curing,and high temperature in precuring period can speed up the strength development of UHPC,but the sequence of precuring period does not obviously affect the results. In 90 ℃ hot water and autoclaved curing,the strength is over 150 MPa,and it has little relation with gravel ratio. While the value increases first and then decreases in a lower temperature curing with the increasing of gravel amount,even only about 80 MPa at room temperature. The strength increases moderately along with the increase of the curing age by standard curing,especially in the initial stage. 展开更多
关键词 ultra-high performance concrete(UHPC) coarse aggregate curing system strength MICROSTRUCTURE
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人工智能视角下人力资源管理强度对员工创新行为的影响机制研究 被引量:2
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作者 许勤 黄好 赵曙明 《管理学报》 北大核心 2025年第5期848-857,共10页
基于社会信息加工理论,对两家企业的311名员工进行两阶段问卷调查,探究员工的人工智能技术使用意愿在人力资源管理强度、工作自主性与创新行为之间的中介作用。研究结果表明:员工人工智能技术使用意愿正向影响创新行为;人力资源管理强... 基于社会信息加工理论,对两家企业的311名员工进行两阶段问卷调查,探究员工的人工智能技术使用意愿在人力资源管理强度、工作自主性与创新行为之间的中介作用。研究结果表明:员工人工智能技术使用意愿正向影响创新行为;人力资源管理强度和工作自主性均正向影响员工的人工智能技术使用意愿;员工人工智能技术使用意愿在人力资源管理强度和工作自主性与创新行为之间起着中介作用;工作自主性既正向调节人力资源管理强度与员工人工智能技术使用意愿的关系,也正向调节员工的人工智能技术使用意愿在人力资源管理强度与创新行为之间的中介作用。 展开更多
关键词 人工智能技术使用意愿 创新行为 人力资源管理强度 工作自主性
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Estimation of Reliability for Stress-Strength Cascade Model
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作者 Rohit R. Mutkekar Surekha B. Munoli 《Open Journal of Statistics》 2016年第5期873-881,共10页
The study endeavors to provide statistical inference for a (1 + 1) cascade system for exponential distribution under joint effect of stress-strength attenuation factors. Estimators of reliability function are obtained... The study endeavors to provide statistical inference for a (1 + 1) cascade system for exponential distribution under joint effect of stress-strength attenuation factors. Estimators of reliability function are obtained using Maximum Likelihood Estimator (MLE) and Uniformly Minimum Variance Unbiased Estimator (UMVUE) of the parameters. Asymptotic distribution of the parameters is also obtained. Comparison between estimators is made using data obtained through simulation experiment. 展开更多
关键词 Cascade system strength Attenuation Factor Reliability Modelling Life Testing Experiment Estimators of Reliability Function
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A Multilevel Design Method of Large-scale Machine System Oriented Network Environment
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作者 LI Shuiping HE Jianjun (School of Mechanical & Electronical Engineering,Wuhan University of Technology,Wuhan 430070 ,China 《武汉理工大学学报》 CAS CSCD 北大核心 2006年第S2期565-569,共5页
The design of large-scale machine system is a very complex problem.These design problems usually have a lot of design variables and constraints so that they are difficult to be solved rapidly and efficiently by using ... The design of large-scale machine system is a very complex problem.These design problems usually have a lot of design variables and constraints so that they are difficult to be solved rapidly and efficiently by using conventional methods.In this paper,a new multilevel design method oriented network environment is proposed,which maps the design problem of large-scale machine system into a hypergraph with degree of linking strength (DLS) between vertices.By decomposition of hypergraph,this method can divide the complex design problem into some small and simple subproblems that can be solved concurrently in a network. 展开更多
关键词 design LARGE-SCALE MACHINE system DEGREE of LINKING strength
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