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Slope stability prediction of circular mode failure by machine learning models based on Bayesian Optimizer
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作者 Mohammad Hossein KADKHODAEI Ebrahim GHASEMI Mohammad Hossein FAZEL 《Journal of Mountain Science》 2025年第4期1482-1498,共17页
Assessing the stability of slopes is one of the crucial tasks of geotechnical engineering for assessing and managing risks related to natural hazards,directly affecting safety and sustainable development.This study pr... Assessing the stability of slopes is one of the crucial tasks of geotechnical engineering for assessing and managing risks related to natural hazards,directly affecting safety and sustainable development.This study primarily focuses on developing robust and practical hybrid models to predict the slope stability status of circular failure mode.For this purpose,three robust models were developed using a database including 627 case histories of slope stability status.The models were developed using the random forest(RF),support vector machine(SVM),and extreme gradient boosting(XGB)techniques,employing 5-fold cross validation approach.To enhance the performance of models,this study employs Bayesian optimizer(BO)to fine-tuning their hyperparameters.The results indicate that the performance order of the three developed models is RF-BO>SVM-BO>XGB-BO.Furthermore,comparing the developed models with previous models,it was found that the RF-BO model can effectively determine the slope stability status with outstanding performance.This implies that the RF-BO model could serve as a dependable tool for project managers,assisting in the evaluation of slope stability during both the design and operational phases of projects,despite the inherent challenges in this domain.The results regarding the importance of influencing parameters indicate that cohesion,friction angle,and slope height exert the most significant impact on slope stability status.This suggests that concentrating on these parameters and employing the RF-BO model can effectively mitigate the severity of geohazards in the short-term and contribute to the attainment of long-term sustainable development objectives. 展开更多
关键词 Slope stability circular failure Machine learning Bayesian optimizer Hybrid models
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Research on Comparative Advantage and Typical Models of Circular Agriculture Economy in Eastern and Mid-China Region
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作者 周颖 周清波 甘寿文 《Agricultural Science & Technology》 CAS 2015年第11期2573-2580,共8页
Developing agricultural circular economy is the important measures of relieving the pressure on agricultural resources, preserving the ecological environment and promoting the sustainable development of agriculture an... Developing agricultural circular economy is the important measures of relieving the pressure on agricultural resources, preserving the ecological environment and promoting the sustainable development of agriculture and rural economy. Based on the idea of circulation of agricultural research as the breakthrough point, the research firstly detailed the concept and scientific connotation of circular egdculture in an all-round way and described and analyzed the advantages and conditions of the development of circular agriculture in eastern and middle regions of China from three aspects including resources endowment, conditions of economic development and industrial base conditions. Furthermore, the research analyzed the model char- actedstics and summarized the successful ex^dence to provide a reference for promoting the models with consideration of Taihu Lake Basin in South of Jiangsu, Yi- meng mountain areas in Southeast of Shandong and hills and mountains region in northwest Henan. Finally, the reseach put forward the development orientation of agricultural circular economy and countermeasures and suggestions to further enhance the level of development. 展开更多
关键词 Agricultural circular economy Comparative advantages Typical model Mid-Eastem China
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Mathematic model and tooth contact analysis of a new spiral non-circular bevel gear 被引量:6
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作者 HAN Xing-hui ZHANG Xuan-cheng +2 位作者 ZHENG Fang-yan XU Man TIAN Jun 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第1期157-172,共16页
A novel spiral non-circular bevel gear that could be applied to variable-speed driving in intersecting axes was proposed by combining the design principles of non-circular bevel gears and the manufacturing principles ... A novel spiral non-circular bevel gear that could be applied to variable-speed driving in intersecting axes was proposed by combining the design principles of non-circular bevel gears and the manufacturing principles of face-milling spiral bevel gears.Unlike straight non-circular bevel gears,spiral non-circular bevel gears have numerous advantages,such as a high contact ratio,high intensity,good dynamic performance,and an adjustable contact region.In addition,while manufacturing straight non-circular bevel gears is difficult,spiral non-circular bevel gears can be efficiently and precisely fabricated with a 6-axis bevel gear cutting machine.First,the generating principles of spiral non-circular bevel gears were introduced.Next,a mathematical model,including a generating tooth profile,tooth spiral,pressure angle,and generated tooth profile for this gear type was established.Then the precision of the model was verified by a tooth contact analysis using FEA,and the contact patterns and stress distributions of the spiral non-circular bevel gears were investigated. 展开更多
关键词 non circular gear spiral bevel gear mathematic model tooth contact analysis(TCA)
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Development Model of Ecotourism Circular Economy in Lakefront Scenic Areas——A Case Study of Luchong Scenic Area by Fuxian Lake,Yunnan Province 被引量:2
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作者 郑燕 《Journal of Landscape Research》 2011年第6期22-25,共4页
Strategies of "guidance to different types of areas,promotion step by step" were given to study the development model of ecotourism circular economy in different types of tourist sites.By taking Luchong Scen... Strategies of "guidance to different types of areas,promotion step by step" were given to study the development model of ecotourism circular economy in different types of tourist sites.By taking Luchong Scenic Area by the Fuxian Lake,Yunnan Province for an example,the general model of ecotourism circular economy in lakefront scenic areas was summarized,it was stressed that ecological principles and "5R"(rethinking,reducing,reusing,recycling,repairing)should be followed in its construction.Characteristics of a lakefront scenic area and actual conditions of its location region should be taken into consideration,with sewage treatment and lakefront environment protection as the focus,green scenic area and green tourism community as the carrier,a development model of ecotourism circular economy was established by considering relevant elements such as clean production,green consumption,waste processing,ecological compensation and industrial coupling,effective measures were given to introduce theories into practices,which would be the only chance for the lakefront scenic area realizing its sustainable development. 展开更多
关键词 Lakefront SCENIC area ECOTOURISM circular ECONOMY DEVELOPMENT model Luchong
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Iterative technique for circular thin plates on Gibson elastic foundation using modified Vlasov model 被引量:1
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作者 Feng Yue Ziyan Wu +1 位作者 Haifeng Yang Mengying Li 《Theoretical & Applied Mechanics Letters》 CAS CSCD 2019年第5期312-319,I0005,共9页
In this paper, to investigate the influence of soil inhomogeneity on the bending of circular thinplates on elastic foundations, the static problem of circular thin plates on Gibson elasticfoundation is solved using an... In this paper, to investigate the influence of soil inhomogeneity on the bending of circular thinplates on elastic foundations, the static problem of circular thin plates on Gibson elasticfoundation is solved using an iterative method based on the modified Vlasov model. On the basisof the principle of minimum potential energy, the governing differential equations and boundaryconditions for circular thin plates on modified Vlasov foundation considering the characteristics ofGibson soil are derived. The equations for the attenuation parameter in bending problem are alsoobtained, and the issue of unknown parameters being difficult to determine is solved using theiterative method. Numerical examples are analyzed and the results are in good agreement withthose form other literatures. It proves that the method is practical and accurate. Theinhomogeneity of modified Vlasov foundations has some influence on the deformation andinternal force behavior of circular thin plates. The effects of various parameters on the bending ofcircular plates and characteristic parameters of the foundation are discussed. The modified modelfurther enriches and develops the elastic foundations. Relevant conclusions that are meaningful toengineering practice are drawn. 展开更多
关键词 circular thin plate GIBSON soil MODIFIED VLASOV model Bendings Iterative technique
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A Method to Analyze the Voltage-Actuation Response of a Pre-Strained Circular Dielectric Elastomer Actuator Model 被引量:1
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作者 陈名光 李锦 轩福贞 《Journal of Shanghai Jiaotong university(Science)》 EI 2017年第3期334-342,共9页
Dielectric elastomers(DEs) are the polymers capable of inducing deformation under electrical stimulation. When subject to a voltage across its thickness, the material reduces in thickness and expands in area. This pap... Dielectric elastomers(DEs) are the polymers capable of inducing deformation under electrical stimulation. When subject to a voltage across its thickness, the material reduces in thickness and expands in area. This paper presents a new method to analyze deformation and stress distribution response of the dielectric elastomer actuator(DEA) model under different applied voltage. An equal-biaxial pre-strained circular actuator model was built. The Yeoh strain energy potential and the collocation method are used for describing the large strain actuation response and stress distribution. The study in this paper has shown that: the stress and the stretch distributions in the passive region of the DE actuator depend on the radial distance from the center at the calculation point of the passive region and the magnitude of the applied voltage; with the same excitation applied voltage, we can get a larger deformation actuation by choosing an appropriate pre-stretch ratio; the influence of the non-ideal material has seriously affected the actual deformation of the DE actuators. This analytical model has a reference potential for the design optimization of high performance DEA systems and the model-based control of the DEA robot. 展开更多
关键词 dielectric elastomer circular actuator Yeoh model ACTUATION
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Model predictive current control for PMSM driven by three-level inverter based on fractional sliding mode speed observer 被引量:2
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作者 TENG Qing-fang LUO Wei-duo 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2020年第4期358-364,共7页
Based on the fractional order theory and sliding mode control theory,a model prediction current control(MPCC)strategy based on fractional observer is proposed for the permanent magnet synchronous motor(PMSM)driven by ... Based on the fractional order theory and sliding mode control theory,a model prediction current control(MPCC)strategy based on fractional observer is proposed for the permanent magnet synchronous motor(PMSM)driven by three-level inverter.Compared with the traditional sliding mode speed observer,the observer is very simple and eases to implement.Moreover,the observer reduces the ripple of the motor speed in high frequency range in an efficient way.To reduce the stator current ripple and improve the control performance of the torque and speed,the MPCC strategy is put forward,which can make PMSM MPCC system have better control performance,stronger robustness and good dynamic performance.The simulation results validate the feasibility and effectiveness of the proposed scheme. 展开更多
关键词 permanent magnet synchronous motor(PMSM) three-level inverter fractional sliding mode speed observer model predictive current control(MPCC)
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Model predictive flux control of permanent magnet synchronous motor driven by three-level inverter based on fine-division strategy 被引量:1
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作者 MIAO Zhongcui LI Haiyuan +1 位作者 HE Yangyang WANG Yunkun 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2022年第4期439-450,共12页
Aiming at the difficulty of setting the weight coefficient in the value function of model predictive torque control(MPTC)for permanent magnet synchronous motor(PMSM)driven by three-level inverter,a fine-division model... Aiming at the difficulty of setting the weight coefficient in the value function of model predictive torque control(MPTC)for permanent magnet synchronous motor(PMSM)driven by three-level inverter,a fine-division model predictive flux control(MPFC)method is proposed.First,establish a mathematical model between the motor torque and the stator flux linkage according to the mathematical equations of PMSM.Thus,the control of the motor torque and stator flux linkage in the MPTC is transformed into the control of a single stator flux linkage vector,omitting the cumbersome weight setting process in the traditional MPTC.The midpoint potential control strategy is proposed,which uses the characteristics of redundant small vectors to balance the midpoint potential.After that,a fine-division strategy is proposed,which effectively reduces the number of candidate vectors and the computational burden of the system.Finally,the proposed MPFC is compared with MPTC by simulation.The results show that the proposed fine-division MPFC effectively reduces the system calculation,and has the advantages of simple principle and better dynamic and steady-state control performance.The feasibility of the control strategy is verified. 展开更多
关键词 permanent magnet synchronous motor(PMSM) three-level inverter model predictive flux control(MPFC) weight coefficient midpoint potential
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A Study of the Industrial Circular Economy Using an Essence Analysis Model 被引量:2
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作者 An-Pi Chang Shih-Lin Chang 《Journal of Business Administration Research》 2019年第4期33-38,共6页
The concept of a circular economy can be applied to different business fields.The development of the existing industrial cycles with an overemphasis on economic development and the twisting concept of a circular econo... The concept of a circular economy can be applied to different business fields.The development of the existing industrial cycles with an overemphasis on economic development and the twisting concept of a circular economy,has limited any substantial contribution of the circular economy to environmental resources.In some cases,resources are even being consumed to create resource recycling.This puts a greater burden on the environment.To gain an understanding of the actual value of a circular economy to the environment and resources,an“Essence Analysis Model”has been used in this study.This combines sustainable development issues in a multi-faceted and multi-leveled analysis of the industrial circular economy model to guide its development more directly towards fundamentals.An analysis of the results of the“Essence Analysis Model”was used to find and change the original strategy,and develop a means of improving the circular economy model.The results of the study make an essential contribution to the sustainable development of environmental resources and the reduction of greenhouse gas emission. 展开更多
关键词 circular ECONOMY Industrial CYCLE ESSENCE analysis model Sustainable development GREENHOUSE GASES
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A study on tourism development model with dynamic mechanism of circular economy 被引量:1
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作者 WU Li-yun DONG Suo-cheng CHEN Fang-ying 《Ecological Economy》 2010年第4期439-446,共8页
With the social and economic development,conflict among the shortage of resources,environmental destruction and economic development is ever more pronounced.In this context,the circular economy was gradually accepted.... With the social and economic development,conflict among the shortage of resources,environmental destruction and economic development is ever more pronounced.In this context,the circular economy was gradually accepted.Guided by sustainable development concept and promoted by six external forces,tourism circular economy take tourism micro-cycle model as the core,implement in corporate and social levels,improve resource utilization efficiency,reduce tourism's adverse impacts on the surrounding environment through recycling,reducing and reusing resources,achieve economic,social and environmental development of the organic unity. 展开更多
关键词 Tourism circular economy Development model Dynamic mechanism
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Attosecond transient absorption spectroscopy:Comparative study based on three-level modeling
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作者 杨增强 叶地发 傅立斌 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第1期341-345,共5页
In the present paper, the time-resolved transient absorption spectroscopy of helium atoms is investigated based on the three-level modeling. The helium atoms are subjected to an extreme ultraviolet (XUV) attosecond ... In the present paper, the time-resolved transient absorption spectroscopy of helium atoms is investigated based on the three-level modeling. The helium atoms are subjected to an extreme ultraviolet (XUV) attosecond pulse and a time-delayed infrared (IR) few-cycle laser field. The odd excited state are populated from the ground state by the XUV pulse due to the dipole selection rule, and probed by the time-delayed IR laser. The time-resolved transient absorption spectroscopy based on the different coupling mechanism demonstrate some different features, the photoabsorption spectrum based on three-level model with rotating wave approximation (RWA) cannot repeat the fast oscillation and the sideband structure which have been observed in the previous experimental investigation. The dressing effect of IR laser pulse on the ground state can contribute new interference structures in the photoabsorption spectrum. 展开更多
关键词 extreme ultraviolet (XUV) PHOTOABSORPTION time delay three-level model
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The Influence of Advection Schemes and Turbulence Closure Models on Drag Coefficient Calculation Around a Circular Cylinder at High Reynolds Number
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作者 LIN Zhenhua ZHAO Dongliang SONG Jinbao 《Journal of Ocean University of China》 SCIE CAS 2011年第3期229-233,共5页
Different advection schemes and two-equation turbulence closure models based on eddy viscosity concept are used to compute the drag coefficient around a circular cylinder at high Reynolds number (106).The numerical re... Different advection schemes and two-equation turbulence closure models based on eddy viscosity concept are used to compute the drag coefficient around a circular cylinder at high Reynolds number (106).The numerical results from these simulations are compared with each other and with experimental data in order to evaluate the performance of different combinations of advection scheme and two-equation turbulence model.The separate contributions from form drag and friction drag are also ana-lyzed.The computational results show that the widely used standard k-ε turbulence closure is not suitable for such kind of study,while the other two-equation turbulence closure models produce acceptable results.The influence of the different advection schemes on the final results are small compared to that produced by the choice of turbulence closure method. The present study serves as a reference for the choice of advection schemes and turbulence closure models for more complex numerical simulation of the flow around a circular cylinder at high Reynolds number. 展开更多
关键词 circular cylinder advection schemes turbulence models drag coefficient
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Development Model of Tourism Companies Based on the Concept of Circular Economy
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作者 Wu Liyun Dong Suocheng 《Chinese Journal of Population,Resources and Environment》 2012年第3期116-120,共5页
This paper summarizes the circular economy development model of tourism companies,and explores the support system which guaranteed the development of circular economy in tourism companies.It takes Xiedao Resort as an ... This paper summarizes the circular economy development model of tourism companies,and explores the support system which guaranteed the development of circular economy in tourism companies.It takes Xiedao Resort as an example to summarize its development model of circular economy. 展开更多
关键词 tourism companies circular economy model supportsystem
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Kinematic-mapping-model-guided analysis and optimization of 2-PSS&1-RR circular-rail parallel mechanism for fully steerable phased array antennas
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作者 Guodong Tan Xiangfei Meng +4 位作者 Xuechao Duan Lulu Cheng Dingchao Niu Shuai He Dan Zhang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第8期136-154,共19页
This paper presents a systematic methodology for analyzing and optimizing an innovative antenna mount designed for phased array antennas, implemented through a novel 2-PSS&1-RR circular-rail parallel mechanism. In... This paper presents a systematic methodology for analyzing and optimizing an innovative antenna mount designed for phased array antennas, implemented through a novel 2-PSS&1-RR circular-rail parallel mechanism. Initially, a comparative motion analysis between the 3D model of the mount and its full-scale prototype is conducted to validate effectiveness. Given the inherent complexity, a kinematic mapping model is established between the mount and the crank-slider linkage, providing a guiding framework for subsequent analysis and optimization. Guided by this model, feasible inverse and forward solutions are derived, enabling precise identification of stiffness singularities. The concept of singularity distance is thus introduced to reflect the structural stiffness of the mount. Subsequently, also guided by the mapping model, a heuristic algorithm incorporating two backtracking procedures is developed to reduce the mount's mass. Additionally, a parametric finite-element model is employed to explore the relation between singularity distance and structural stiffness. The results indicate a significant reduction(about 16%) in the antenna mount's mass through the developed algorithm, while highlighting the singularity distance as an effective stiffness indicator for this type of antenna mount. 展开更多
关键词 Innovative antenna mount circular rail Kinematic mapping model Crank-slider linkage Stiffness singularity BACKTRACKING
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Evaluation and advancement of the integrated circular economy model of farming and stock raising
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作者 Qingsong Wang Mingqiang Liu +2 位作者 Yuzhou Tang Xueliang Yuan Qiao Ma 《Chinese Journal of Population,Resources and Environment》 2020年第4期350-360,共11页
The integrated circular economy model of farming and stock raising(ICEMFSR)has attracted increased attention as an effective model for solving the current irrational allocation of agricultural resources and realizing ... The integrated circular economy model of farming and stock raising(ICEMFSR)has attracted increased attention as an effective model for solving the current irrational allocation of agricultural resources and realizing the agricultural value-added industrial chain.This study uses emergy analysis to comprehensively examine and evaluate the economic benefits,environmental pressures,and sustainable development levels of ICEMFSR in Shucheng County,China.The results show that the ICEMFSR possesses the value of popularization with optimally allocated resources in the studied region,in which the emergy yield ratio(EYR),emergy loading ratio(ELR),and emergy sustainable index(ESI)in this model accounted for 3.59,1.25,and 2.89,respectively.This result indicates a leading position in the national agricultural system.Hence,this study constructs a new model based on the coupling of emergy evaluation and multi-objective linear programming to study ICEMFSR.Consequently,the EYR,ELR,and ESI respectively varied by +24.23%,10.40%,and +38.06%after replanning of ICEMFSR.This variation implies a significant improvement in the sustainable development level of the model.In addition,the optimized scenario design for key substances is proposed based on traceability and the reduce-reuse-recycle principle,including biogasification of crop straw and enhancement of crop scientific planting capacity. 展开更多
关键词 circular economy model Emergy evaluation Multi-objective linear programming Optimization suggestions
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Well-posedness of two-phase local/nonlocal integral polar models for consistent axisymmetric bending of circular microplates
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作者 Hai QING 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2022年第5期637-652,共16页
Previous studies have shown that Eringen’s differential nonlocal model would lead to the ill-posed mathematical formulation for axisymmetric bending of circular microplates.Based on the nonlocal integral models along... Previous studies have shown that Eringen’s differential nonlocal model would lead to the ill-posed mathematical formulation for axisymmetric bending of circular microplates.Based on the nonlocal integral models along the radial and circumferential directions,we propose nonlocal integral polar models in this work.The proposed strainand stress-driven two-phase nonlocal integral polar models are applied to model the axisymmetric bending of circular microplates.The governing differential equations and boundary conditions(BCs)as well as constitutive constraints are deduced.It is found that the purely strain-driven nonlocal integral polar model turns to a traditional nonlocal differential polar model if the constitutive constraints are neglected.Meanwhile,the purely strain-and stress-driven nonlocal integral polar models are ill-posed,because the total number of the differential orders of the governing equations is less than that of the BCs plus constitutive constraints.Several nominal variables are introduced to simplify the mathematical expression,and the general differential quadrature method(GDQM)is applied to obtain the numerical solutions.The results from the current models(CMs)are compared with the data in the literature.It is clearly established that the consistent softening and toughening effects can be obtained for the strain-and stress-driven local/nonlocal integral polar models,respectively.The proposed two-phase local/nonlocal integral polar models(TPNIPMs)may provide an efficient method to design and optimize the plate-like structures for microelectro-mechanical systems. 展开更多
关键词 softening effect toughening effect circular microplate nonlocal integral model general differential quadrature method(GDQM)
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A MECHANICS MODEL FOR CIRCULAR FORM TOOL CUTTING
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作者 Xia Wei Li Yuanyuan Zhou Zehua (Department of Mechanical Engineering,South China University of Technology, Guangzhou 510641) 《中国有色金属学会会刊:英文版》 CSCD 1996年第2期86-90,94,共6页
AMECHANICSMODELFORCIRCULARFORMTOOLCUTTINGXiaWei;LiYuanyuan;ZhouZehua(DepartmentofMechanicalEngineering,South... AMECHANICSMODELFORCIRCULARFORMTOOLCUTTINGXiaWei;LiYuanyuan;ZhouZehua(DepartmentofMechanicalEngineering,SouthChinaUniversityof... 展开更多
关键词 METAL CUTTING MECHANICAL medel circular FORM tcol
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Extramural venous invasion in gastric cancer: 9.4T magnetic resonance imaging assessment and circular RNA functional analysis
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作者 Cai-Zhen Feng Xin-Yi Gou +7 位作者 Yi-Qun Liu Yu-Wei Xin Yin-Li Zhang Hui-Min Zhao Sheng-Cai Wei Nan Hong Yi Wang Jin Cheng 《World Journal of Gastroenterology》 2025年第14期94-105,共12页
BACKGROUND Extramural venous invasion(EMVI)is a critical prognostic factor in gastric cancer(GC);however,its detection and underlying molecular mechanisms remain underexplored.AIM To investigate the relationship betwe... BACKGROUND Extramural venous invasion(EMVI)is a critical prognostic factor in gastric cancer(GC);however,its detection and underlying molecular mechanisms remain underexplored.AIM To investigate the relationship between EMVI and expression of the circular RNA hsa_circ_0097977 in orthotopic GC mouse models.METHODS A retrospective analysis was conducted in addition to a preclinical animal study,involving 13 GC patients and 24 orthotopic GC mouse models,respectively.EMVI was assessed using axial T2-weighted fat suppression sequences on a 9.4T magnetic resonance imaging(MRI)with histopathological confirmation as the gold standard for EMVI.The impact of hsa_circ_0097977 on EMVI and GC cell function was evaluated.Statistical analyses comprised consistency,area under the curve analysis,correlation,χ^(2)/Fisher exact,and Mann-Whitney U/t-tests,with significance set at P<0.05.RESULTS EMVI was accurately detected using 9.4T MRI in orthotopic mouse models with an area under the curve of 0.843(sensitivity 78.6%,specificity 90.0%).MRI detected EMVI was the only imaging factor associated with distant metastasis(P=0.04).Furthermore,knockdown of hsa_circ_0097977 was the only factor associated with EMVI(P=0.043,0.038)and led to reduced invasion and increased apoptosis in GC cells.CONCLUSION EMVI,a risk factor for distant metastasis in GC,is detectable by 9.4T MRI and regulated by hsa_circ_0097977,making it a potential therapeutic target. 展开更多
关键词 Gastric cancer circular RNA Extramural venous invasion Orthotopic mouse model Magnetic resonance imaging Pathology Radiogenomics
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Size-dependent axisymmetric bending and buckling analysis of functionally graded sandwich Kirchhoff nanoplates using nonlocal strain gradient integral model
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作者 Chang LI Hai QING 《Applied Mathematics and Mechanics(English Edition)》 2025年第3期467-484,共18页
This paper extends the one-dimensional(1D)nonlocal strain gradient integral model(NStraGIM)to the two-dimensional(2D)Kirchhoff axisymmetric nanoplates,based on nonlocal strain gradient integral relations formulated al... This paper extends the one-dimensional(1D)nonlocal strain gradient integral model(NStraGIM)to the two-dimensional(2D)Kirchhoff axisymmetric nanoplates,based on nonlocal strain gradient integral relations formulated along both the radial and circumferential directions.By transforming the proposed integral constitutive equations into the equivalent differential forms,complemented by the corresponding constitutive boundary conditions(CBCs),a well-posed mathematical formulation is established for analyzing the axisymmetric bending and buckling of annular/circular functionally graded(FG)sandwich nanoplates.The boundary conditions at the inner edge of a solid nanoplate are derived by L'H?spital's rule.The numerical solution is obtained by the generalized differential quadrature method(GDQM).The accuracy of the proposed model is validated through comparison with the data from the existing literature.A parameter study is conducted to demonstrate the effects of FG sandwich parameters,size parameters,and nonlocal gradient parameters. 展开更多
关键词 size effect nonlocal strain gradient integral model(NStraGIM) BENDING buckling Kirchhoff annular/circular nanoplate functionally graded(FG)sandwich material
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BLIND PARAFAC SIGNAL DETECTION FOR UNIFORM CIRCULAR ARRAY WITH POLARIZATION SENSITIVE ANTENNAS 被引量:1
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作者 张小飞 黄希珠 徐大专 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2006年第4期291-296,共6页
The received signal of the polarization sensitive array is proved to have trilinear model characteristics. The blind parallel factor(PARAFAC) signal detection algorithm for the polarization sensitive array is propos... The received signal of the polarization sensitive array is proved to have trilinear model characteristics. The blind parallel factor(PARAFAC) signal detection algorithm for the polarization sensitive array is proposed. The trilinear alternating least square (TALS) algorithm is used to abtain the source matrix, and then the matrix is judged. Simulation results show that the bit error rate (BER) of the detection algorithm is close to that of the non-blind decorrelating method and the algorithm works well under the array error condition. BER difference between the non-blind method and this algorithm is less than 2 dB under a high SNR. The algorithm is blind and robust. The channel fading, the direction of arrive(DOA) imformation and the polarization information are needless in the algorithm. 展开更多
关键词 polarization sensitive array parallel factor trilinear model complete polarization uniform circular array
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