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基于RPC的光储接入牵引供电系统协调控制方法
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作者 陈维荣 王小雨 +4 位作者 韩莹 臧治 李奇 沈文杰 许程鹏 《西南交通大学学报》 EI CSCD 北大核心 2024年第1期1-10,共10页
为将光伏发电接入牵引供电系统进行有效利用,同时兼顾牵引供电系统电能质量改善及列车再生制动能量回收利用,提出了一种基于铁路功率调节器的光储系统接入牵引供电系统的协调控制方法.首先,搭建基于铁路功率调节器的光储系统接入牵引供... 为将光伏发电接入牵引供电系统进行有效利用,同时兼顾牵引供电系统电能质量改善及列车再生制动能量回收利用,提出了一种基于铁路功率调节器的光储系统接入牵引供电系统的协调控制方法.首先,搭建基于铁路功率调节器的光储系统接入牵引供电拓扑结构,并对其电能质量补偿机理进行理论分析;在此基础上,充分考虑光储系统的运行条件以及列车牵引、制动、空载或惰行工况,提出光储系统接入牵引供电的联合协调控制方法,实现了“光+储+荷”三者间的协调控制、牵引供电系统负序的动态补偿以及谐波的有效抑制;在RT-Lab实时仿真系统中建立了基于铁路功率调节器的光伏接入牵引供电系统仿真模型,并结合实际光照和牵引工况数据验证本文所提出的系统结构以及协调控制方法的有效性.结果表明:本文所提出的系统结构以及协调控制方法能够实现牵引供电系统中光储系统的有效接入,再生制动能量回收率提升至86.7%,功率因数提升6.4%,对谐波特别是高次谐波含有率有较大改善,满足光伏电能高效消纳及综合利用、电能质量动态综合补偿、再生制动能量回收多重需求. 展开更多
关键词 铁路功率调节器 光储发电系统 牵引供电系统 协调控制方法 电能质量 电能分配
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Soil conditioners improve Cd-contaminated farmland soil microbial communities to inhibit Cd accumulation in rice 被引量:1
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作者 ZHAO Jun-yang LU Hua-ming +8 位作者 QIN Shu-tao PAN Peng TANG Shi-de CHEN Li-hong WANG Xue-li TANG Fang-yu TAN Zheng-long WEN Rong-hui HE Bing 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2023年第8期2521-2535,共15页
The addition of silicon(Si)and organic fertilizers to soil conditioners can inhibit the transfer of heavy metal ions from soil to crops.However,it is not clear how Si and organic fertilizers affect soil properties and... The addition of silicon(Si)and organic fertilizers to soil conditioners can inhibit the transfer of heavy metal ions from soil to crops.However,it is not clear how Si and organic fertilizers affect soil properties and the micro-ecological environment and thereby reduce cadmium(Cd)accumulation in rice.In this study,the effects of L-type soil conditioners containing Si and organic fertilizers on bacterial and fungal community diversity,soil pH,organic matter,and available Si were analyzed with field experiments at two sites in Liuzhou City and Hezhou City,respectively,in Guangxi,China.With the increase of Si and organic fertilizer content in soil conditioner,rice yield respectively increased by 16.8–25.8 and 6.8–13.1%,and rice Cd content decreased significantly by 8.2–21.1 and 10.8–40.6%,respectively,at the two experimental sites.Soil microbiome analysis showed that the increase in abundance of Firmicutes and Actinobacteriota bacteria associated with Cd adsorption and sequestration,and Basidiomycota fungal populations associated with degradation of macromolecules favored the inhibition of soil Cd activity(soil exchangeable Cd decreased by 14.4–14.8 and 18.1–20.6%).This was associated with an increase in organic matter and Si content caused by applying soil conditioners.In conclusion,L-type soil conditioners,rich in Si and organic fertilizer,can reduce soil Cd bioavailability by regulating the dominant Cd passivating flora in the soil and ultimately reduce Cd accumulation in rice. 展开更多
关键词 soil conditioner SILICON organic matter microbial community Cd accumulation in rice
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Analysis and Power Quality Improvement in Hybrid Distributed Generation System with Utilization of Unified Power Quality Conditioner
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作者 Noor Zanib Munira Batool +4 位作者 Saleem Riaz Farkhanda Afzal Sufian Munawar Ibtisam Daqqa Najma Saleem 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第2期1105-1136,共32页
This paper presents a comprehensive study that includes the sizing and power flow by series and parallel inverters in a distributed generation system(DGs)that integrates the system of hybrid wind photovoltaic with a u... This paper presents a comprehensive study that includes the sizing and power flow by series and parallel inverters in a distributed generation system(DGs)that integrates the system of hybrid wind photovoltaic with a unified power quality conditioner(UPQC).In addition to supplying active power to the utility grid,the system of hybrid wind photovoltaic functions as a UPQC,compensating reactive power and suppressing the harmonic load currents.Additionally,the load is supplied with harmonic-free,balanced and regulated output voltages.Since PVWind-UPQC is established on a dual compensation scheme,the series inverter works like a sinusoidal current source,while the parallel inverter works like a sinusoidal voltage source.Consequently,a smooth alteration from interconnected operating modes to island operating modes and vice versa can be achieved without load voltage transients.Since PV-Wind-UPQC inverters handle the energy generated through the hybrid wind photovoltaic system and the energy demanded through the load,the converters should be sized cautiously.A detailed study of the flow of power via the PV-Wind-UPQC is imperative to gain a complete understanding of the system operation and the proper design of the converters.Thus,curves that allow the sizing of the power converters according to the power flow via the converters are presented and discussed.Simulation results are presented to assess both steady state and dynamic performances of the grid connected hybrid system of PV-Wind-UPQC.This investigation is verified by simulating and analyzing the results with Matlab/Simulink. 展开更多
关键词 PHOTOVOLTAIC wind turbine unified power quality conditioner power flow distributed generation system
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Oscillation properties of eigenfunctions for Sturm-Liouville problems with interface conditions via Prufer transformation
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作者 LI Zhi-yu LI Kun +2 位作者 CAI Jin-ming QIN Jian-fang ZHENG Zhao-wen 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2024年第2期191-200,共10页
A class of Sturm-Liouville problems with discontinuity is studied in this paper.The oscillation properties of eigenfunctions for Sturm-Liouville problems with interface conditions are obtained.The main method used in ... A class of Sturm-Liouville problems with discontinuity is studied in this paper.The oscillation properties of eigenfunctions for Sturm-Liouville problems with interface conditions are obtained.The main method used in this paper is based on Prufer transformation,which is different from the classical ones.Moreover,we give two examples to verify our main results. 展开更多
关键词 Sturm-Liouville problem interface condition oscillatory solution
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Debaryomyces hansenii supplementation in low fish meal diets promotes growth,modulates microbiota and enhances intestinal condition in juvenile marine fish
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作者 Ignasi Sanahuja Alberto Ruiz +9 位作者 Joana P.Firmino Felipe E.Reyes-López Juan B.Ortiz-Delgado Eva Vallejos-Vidal Lluis Tort Dariel Tovar-Ramírez Isabel M.Cerezo Miguel A.Moriñigo Carmen Sarasquete Enric Gisbert 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2024年第1期253-276,共24页
Background The development of a sustainable business model with social acceptance,makes necessary to develop new strategies to guarantee the growth,health,and well-being of farmed animals.Debaryomyces hansenii is a ye... Background The development of a sustainable business model with social acceptance,makes necessary to develop new strategies to guarantee the growth,health,and well-being of farmed animals.Debaryomyces hansenii is a yeast species that can be used as a probiotic in aquaculture due to its capacity to i)promote cell proliferation and differen-tiation,ii)have immunostimulatory effects,iii)modulate gut microbiota,and/or iv)enhance the digestive function.To provide inside into the effects of D.hansenii on juveniles of gilthead seabream(Sparus aurata)condition,we inte-grated the evaluation of the main key performance indicators coupled with the integrative analysis of the intestine condition,through histological and microbiota state,and its transcriptomic profiling.Results After 70 days of a nutritional trial in which a diet with low levels of fishmeal(7%)was supplemented with 1.1%of D.hansenii(17.2×10^(5) CFU),an increase of ca.12%in somatic growth was observed together with an improve-ment in feed conversion in fish fed a yeast-supplemented diet.In terms of intestinal condition,this probiotic modu-lated gut microbiota without affecting the intestine cell organization,whereas an increase in the staining intensity of mucins rich in carboxylated and weakly sulphated glycoconjugates coupled with changes in the affinity for certain lectins were noted in goblet cells.Changes in microbiota were characterized by the reduction in abundance of several groups of Proteobacteria,especially those characterized as opportunistic groups.The microarrays-based transcrip-tomic analysis found 232 differential expressed genes in the anterior-mid intestine of S.aurata,that were mostly related to metabolic,antioxidant,immune,and symbiotic processes.Conclusions Dietary administration of D.hansenii enhanced somatic growth and improved feed efficiency param-eters,results that were coupled to an improvement of intestinal condition as histochemical and transcriptomic tools indicated.This probiotic yeast stimulated host-microbiota interactions without altering the intestinal cell organization nor generating dysbiosis,which demonstrated its safety as a feed additive.At the transcriptomic level,D.hansenii pro-moted metabolic pathways,mainly protein-related,sphingolipid,and thymidylate pathways,in addition to enhance antioxidant-related intestinal mechanisms,and to regulate sentinel immune processes,potentiating the defensive capacity meanwhile maintaining the homeostatic status of the intestine. 展开更多
关键词 Debaryomyces hansenii Intestine condition Low fish meal diet MICROBIOTA TRANSCRIPTOMICS Yeast probiotic
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Working condition recognition of sucker rod pumping system based on 4-segment time-frequency signature matrix and deep learning
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作者 Yun-Peng He Hai-Bo Cheng +4 位作者 Peng Zeng Chuan-Zhi Zang Qing-Wei Dong Guang-Xi Wan Xiao-Ting Dong 《Petroleum Science》 SCIE EI CAS CSCD 2024年第1期641-653,共13页
High-precision and real-time diagnosis of sucker rod pumping system(SRPS)is important for quickly mastering oil well operations.Deep learning-based method for classifying the dynamometer card(DC)of oil wells is an eff... High-precision and real-time diagnosis of sucker rod pumping system(SRPS)is important for quickly mastering oil well operations.Deep learning-based method for classifying the dynamometer card(DC)of oil wells is an efficient diagnosis method.However,the input of the DC as a two-dimensional image into the deep learning framework suffers from low feature utilization and high computational effort.Additionally,different SRPSs in an oil field have various system parameters,and the same SRPS generates different DCs at different moments.Thus,there is heterogeneity in field data,which can dramatically impair the diagnostic accuracy.To solve the above problems,a working condition recognition method based on 4-segment time-frequency signature matrix(4S-TFSM)and deep learning is presented in this paper.First,the 4-segment time-frequency signature(4S-TFS)method that can reduce the computing power requirements is proposed for feature extraction of DC data.Subsequently,the 4S-TFSM is constructed by relative normalization and matrix calculation to synthesize the features of multiple data and solve the problem of data heterogeneity.Finally,a convolutional neural network(CNN),one of the deep learning frameworks,is used to determine the functioning conditions based on the 4S-TFSM.Experiments on field data verify that the proposed diagnostic method based on 4S-TFSM and CNN(4S-TFSM-CNN)can significantly improve the accuracy of working condition recognition with lower computational cost.To the best of our knowledge,this is the first work to discuss the effect of data heterogeneity on the working condition recognition performance of SRPS. 展开更多
关键词 Sucker-rod pumping system Dynamometer card Working condition recognition Deep learning Time-frequency signature Time-frequency signature matrix
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一种三维GIS通用型的RPC设计方法及实现
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作者 王俊勇 詹勇 刘一臻 《城市勘测》 2024年第2期13-16,共4页
基于Protobuf协议构建了一套远程调用三维GIS程序的通用型API指令,根据三维GIS特点分为渲染、分析、创建、管理、导览、工程等六大单例模式部件。在浏览器客户端通过继承、异步等技术实现了JavaScript语言的编程接口,在服务端使用具有... 基于Protobuf协议构建了一套远程调用三维GIS程序的通用型API指令,根据三维GIS特点分为渲染、分析、创建、管理、导览、工程等六大单例模式部件。在浏览器客户端通过继承、异步等技术实现了JavaScript语言的编程接口,在服务端使用具有中间件作用的通信模块和置于具体三维GIS程序的插件模块,形成了一套具有三维GIS特点的响应式RPC系统。通过实践,确保了该方法在实际应用场景中的可行性、扩展性和通用性,客户在浏览器端操作时就如同操作桌面三维GIS应用程序一样。 展开更多
关键词 三维GIS Protobuf rpc API
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The deterministic condition for the ground reaction force acting point on the combined knee valgus and tibial internal rotation moments in early phase of cutting maneuvers in female athletes
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作者 Issei Ogasawara Ken Ohta +4 位作者 Gajanan S.Revankar Shoji Konda Yohei Shimokochi Hideyuki Koga Ken Nakata 《Journal of Sport and Health Science》 SCIE CAS CSCD 2024年第3期376-386,共11页
Background:Combined knee valgus and tibial internal rotation(VL+IR)moments have been shown to stress the anterior cruciate ligament(ACL)in several in vitro cadaveric studies.To utilize this knowledge for non-contact A... Background:Combined knee valgus and tibial internal rotation(VL+IR)moments have been shown to stress the anterior cruciate ligament(ACL)in several in vitro cadaveric studies.To utilize this knowledge for non-contact ACL injury prevention in sports,it is necessary to elucidate how the ground reaction force(GRF)acting point(center of pressure(CoP))in the stance foot produces combined knee VL+IR moments in risky maneuvers,such as cuttings.However,the effects of the GRF acting point on the development of the combined knee VL+IR moment in cutting are still unknown.Methods:We first established the deterministic mechanical condition that the CoP position relative to the tibial rotational axis differentiates the GRF vector’s directional probability for developing the combined knee VL+IR moment,and theoretically predicted that when the CoP is posterior to the tibial rotational axis,the GRF vector is more likely to produce the combined knee VL+IR moment than when the CoP is anterior to the tibial rotational axis.Then,we tested a stochastic aspect of our theory in a lab-controlled in vivo experiment.Fourteen females performed 60˚cutting under forefoot/rearfoot strike conditions(10 trials each).The positions of lower limb markers and GRF data were measured,and the knee moment due to GRF vector was calculated.The trials were divided into anterior-and posterior-CoP groups depending on the CoP position relative to the tibial rotational axis at each 10 ms interval from 0 to 100 ms after foot strike,and the occurrence rate of the combined knee VL+IR moment was compared between trial groups.Results:The posterior-CoP group showed significantly higher occurrence rates of the combined knee VL+IR moment(maximum of 82.8%)at every time point than those of the anterior-CoP trials,as theoretically predicted by the deterministic mechanical condition.Conclusion:The rearfoot strikes inducing the posterior CoP should be avoided to reduce the risk of non-contact ACL injury associated with the combined knee VL+IR stress. 展开更多
关键词 Center of pressure Deterministic condition Foot strike pattern Injury mechanism Moment of ground reaction force
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基于LESO的MMC-RPC反馈线性化直接功率控制
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作者 宋平岗 陈怡 连加巍 《控制理论与应用》 EI CAS CSCD 北大核心 2024年第1期109-117,共9页
模块化多电平铁路功率调节器作为一个耦合的多变量非线性系统,传统PI控制的直接功率控制难以实现对系统的精确解耦.本文提出了一种基于线性扩张状态观测器的反馈线性化直接功率控制方法,根据Lie导数构建了模块化多电平铁路功率调节器(MM... 模块化多电平铁路功率调节器作为一个耦合的多变量非线性系统,传统PI控制的直接功率控制难以实现对系统的精确解耦.本文提出了一种基于线性扩张状态观测器的反馈线性化直接功率控制方法,根据Lie导数构建了模块化多电平铁路功率调节器(MMC-RPC)两输入/两输出功率仿射模型,设计了精确反馈线性化功率解耦控制器.针对不确定因素等扰动对精确反馈线性化控制效果的影响,设计了线性扩张状态观测器对扰动进行观测和补偿,实现了功率的精确跟踪控制.最后,通过MATLAB/Simulink平台搭建仿真模型对所提控制方法进行了验证. 展开更多
关键词 模块化多电平铁路功率调节器 反馈线性化 线性扩张状态观测器 直接功率
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Least Square Finite Element Model for Analysis of Multilayered Composite Plates under Arbitrary Boundary Conditions
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作者 Christian Mathew Yao Fu 《World Journal of Engineering and Technology》 2024年第1期40-64,共25页
Laminated composites are widely used in many engineering industries such as aircraft, spacecraft, boat hulls, racing car bodies, and storage tanks. We analyze the 3D deformations of a multilayered, linear elastic, ani... Laminated composites are widely used in many engineering industries such as aircraft, spacecraft, boat hulls, racing car bodies, and storage tanks. We analyze the 3D deformations of a multilayered, linear elastic, anisotropic rectangular plate subjected to arbitrary boundary conditions on one edge and simply supported on other edge. The rectangular laminate consists of anisotropic and homogeneous laminae of arbitrary thicknesses. This study presents the elastic analysis of laminated composite plates subjected to sinusoidal mechanical loading under arbitrary boundary conditions. Least square finite element solutions for displacements and stresses are investigated using a mathematical model, called a state-space model, which allows us to simultaneously solve for these field variables in the composite structure’s domain and ensure that continuity conditions are satisfied at layer interfaces. The governing equations are derived from this model using a numerical technique called the least-squares finite element method (LSFEM). These LSFEMs seek to minimize the squares of the governing equations and the associated side conditions residuals over the computational domain. The model is comprised of layerwise variables such as displacements, out-of-plane stresses, and in- plane strains, treated as independent variables. Numerical results are presented to demonstrate the response of the laminated composite plates under various arbitrary boundary conditions using LSFEM and compared with the 3D elasticity solution available in the literature. 展开更多
关键词 Multilayered Composite and Sandwich Plate Transverse Stress Continuity condition Arbitrary Boundary condition Layerwise Theory Least-Squares Formulation
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Boundary Conditions for Momentum and Vorticity at an Interface between Two Fluids
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作者 Korekazu Ueyama 《Journal of Applied Mathematics and Physics》 2024年第1期16-33,共18页
Boundary conditions for momentum and vorticity have been precisely derived, paying attention to the physical meaning of each mathematical expression of terms rigorously obtained from the basic equations: Navier-Stokes... Boundary conditions for momentum and vorticity have been precisely derived, paying attention to the physical meaning of each mathematical expression of terms rigorously obtained from the basic equations: Navier-Stokes equation and the equation of vorticity transport. It has been shown first that a contribution of fluid molecules crossing over a conceptual surface moving with fluid velocity due to their fluctuating motion is essentially important to understanding transport phenomena of momentum and vorticity. A notion of surface layers, which are thin layers at both sides of an interface, has been introduced next to elucidate the transporting mechanism of momentum and vorticity from one phase to the other at an interface through which no fluid molecules are crossing over. A fact that a size of  δV, in which reliable values of density, momentum, and velocity of fluid are respectively defined as a volume-averaged mass of fluid molecules, a volume-averaged momentum of fluid molecules and a mass-averaged velocity of fluid molecules, is not infinitesimal but finite has been one of the key factors leading to the boundary conditions for vorticity at an interface between two fluids. The most distinguished characteristics of the boundary conditions derived here are the zero-value conditions for a normal component of momentum flux and tangential components of vorticity flux, at an interface. 展开更多
关键词 Boundary condition for Vorticity Surface Layer INTERFACE Momentum Flux Vorticity Flux
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The Convergence Rate of Fréchet Distribution under the Second-Order Regular Variation Condition
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作者 Xilai Dai 《Journal of Applied Mathematics and Physics》 2024年第5期1597-1605,共9页
In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order ... In this article we consider the asymptotic behavior of extreme distribution with the extreme value index γ>0 . The rates of uniform convergence for Fréchet distribution are constructed under the second-order regular variation condition. 展开更多
关键词 Convergence Rate Second-Order Regular Variation condition Fréchet Distribution Extreme Value Index
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Analysis of the Effect of Extended Rehabilitation Care at Home on the Psychological Condition and Adherence to Medical Compliance Behavior of Patients with Coronary Heart Disease Combined with Heart Failure
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作者 Ailian Sun 《Journal of Clinical and Nursing Research》 2024年第2期98-103,共6页
Objective:To analyze the effects of providing extended rehabilitation nursing services at home to patients with coronary heart disease(CHD)combined with heart failure(CHF)on psychological improvement and adherence to ... Objective:To analyze the effects of providing extended rehabilitation nursing services at home to patients with coronary heart disease(CHD)combined with heart failure(CHF)on psychological improvement and adherence to medical compliance behavior.Methods:79 patients with CHD with CHF admitted to Sijia Town Central Health Hospital,Haimen District,Nantong City,Jiangsu Province,between June 2021 and June 2023 were selected and grouped according to the randomized numerical table method.The control group(39 cases)was provided with conventional nursing care and extended rehabilitation nursing care at home was provided to the observation group(40 cases).The psychological status,adherence to medical behaviors,cardiac function,and complications between both groups were compared.Results:The scores of anxieties and depression self-assessment scales(SAS,SDS)of patients in the observation group were lower than those of the control group(t=2.954,3.212;P<0.05);the compliance of patients in the observation group was higher than that of the control group(P<0.05).The levels of left ventricular ejection fraction,end-systolic and end-diastolic internal diameters(LVEF,LVESD,LVEDD)of patients in the observation group at 58.02±5.34%,44.49±5.16 mm,and 49.16±5.76 mm respectively were better than those of the control group after nursing care(t=3.205,3.288,2.633;P<0.05);the complication rate of the observation group was lower than that of the control group(P<0.05).Conclusion:Extended rehabilitation nursing at home exhibited a psychological regulation effect on CHD with CHF patients,improved their medical compliance,improved cardiac function,reduced the incidence of complications,and had significant application value. 展开更多
关键词 Home-based extended rehabilitation nursing Coronary heart disease Heart failure Psychological condition Compliance with medical behaviors
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钢筋RPC梁高温全过程抗弯性能试验研究 被引量:2
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作者 单波 刘其元 +2 位作者 吕哲玮 陈俊 曾翔 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2023年第3期92-101,共10页
采用多功能高温试验炉对4根尺寸相对较大的钢筋活性粉末混凝土(RPC)梁和1根普通钢筋混凝土(NC)梁开展了恒载作用下的高温试验与高温后的抗弯试验,以期为钢筋RPC梁抗火性能评估提供依据.试验获取了试件在高温下跨中截面的温度场、挠度发... 采用多功能高温试验炉对4根尺寸相对较大的钢筋活性粉末混凝土(RPC)梁和1根普通钢筋混凝土(NC)梁开展了恒载作用下的高温试验与高温后的抗弯试验,以期为钢筋RPC梁抗火性能评估提供依据.试验获取了试件在高温下跨中截面的温度场、挠度发展数据,分析了控制温度和外包砂浆层对钢筋RPC梁高温下以及高温后抗弯性能的影响.结果表明,混合掺入体积分数为2%的钢纤维与0.3%的聚丙烯纤维,有效抑制了RPC梁的高温爆裂现象;控制温度对RPC梁的高温挠度发展及高温后的剩余抗弯性能有重要影响,在经历600℃和800℃高温作用后,RPC梁的剩余抗弯承载力分别下降了13%和24%;外包砂浆层有效减少了RPC梁的高温损伤,并显著改善了构件高温后的剩余抗弯性能;相比于普通混凝土梁,高温作用后的RPC梁的力学性能稳定性及安全性相对较高;基于截面等效温度,提出了RPC梁高温后的抗弯力学性能预测公式. 展开更多
关键词 活性粉末混凝土 高温试验 抗弯试验 剩余抗弯承载力
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基于SSA-BP神经网络的圆钢管RPC短柱轴压承载力预测
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作者 卜良桃 洪俊鹏 《沈阳建筑大学学报(自然科学版)》 CAS 北大核心 2023年第4期587-595,共9页
目的研究圆钢管活性粉末混凝土(Reactive Powder Concrete,RPC)短柱轴压承载力与各影响因素之间的非线性映射关系,创建高精度承载力预测模型。方法引入麻雀搜索算法(Sparrow Search Algorithm,SSA),优化BP神经网络的初始权重、阈值;以15... 目的研究圆钢管活性粉末混凝土(Reactive Powder Concrete,RPC)短柱轴压承载力与各影响因素之间的非线性映射关系,创建高精度承载力预测模型。方法引入麻雀搜索算法(Sparrow Search Algorithm,SSA),优化BP神经网络的初始权重、阈值;以155组试验数据为基础,建立并训练SSA-BP神经网络模型,对圆钢管RPC短柱轴压承载力进行预测;将SSA-BP神经网络的预测结果与BP神经网络、遗传算法(Genetic Algorithm,GA)优化的BP神经网络预测结果及代表性公式预测结果加以比较。结果SSA-BP神经网络模型的预测精度相比于BP神经网络、GA-BP神经网络分别提高79.05%和35.62%,单次运行时间较GA-BP神经网络减少44.34%;SSA-BP神经网络平均误差为3.66%,远低于公式预测误差。结论SSA-BP神经网络能够实现圆钢管RPC短柱轴压承载力的高精度预测,为研究圆钢管RPC短柱轴压承载力提供了新方法。 展开更多
关键词 麻雀搜索算法 BP神经网络 圆钢管rpc 承载力
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矩形开孔RPC梁受剪性能数值分析
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作者 张爱社 侯海波 《山东建筑大学学报》 2023年第3期14-21,共8页
活性粉末混凝土(Reactive Power Concrete,RPC)具有较好的韧性和强度,将其应用于开孔梁是提高开孔梁受剪性能的有效方法。基于RPC梁的抗剪试验模型,利用有限元方法分析了10根开孔梁的抗剪性能,分别考虑混凝土类型、孔高、孔长以及孔洞... 活性粉末混凝土(Reactive Power Concrete,RPC)具有较好的韧性和强度,将其应用于开孔梁是提高开孔梁受剪性能的有效方法。基于RPC梁的抗剪试验模型,利用有限元方法分析了10根开孔梁的抗剪性能,分别考虑混凝土类型、孔高、孔长以及孔洞偏心对梁的受剪性能的影响,在试验验证的基础上,对比分析了所得承载力、变形曲线、破坏形态和剪切延性。结果表明:开孔对RPC梁抗剪承载力影响较大,随着孔高、孔长的增加,梁的抗剪承载力降低;孔洞偏心条件下,偏向于受拉区开孔的梁具有更高的抗剪承载力;与普通混凝土开孔梁相比,RPC开孔梁具有更高的抗剪承载力,两者破坏形态基本相似;对于孔洞较小的普通混凝土梁,其剪切延性明显优于RPC梁,但随着孔洞尺寸的增加,两者的剪切延性逐渐接近,其可为实际结构中类似建筑构件设计提供参考依据。 展开更多
关键词 rpc 矩形开孔梁 受剪性能 数值模拟
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Effects of conditioners(single-layer, double-layer and retentionconditioner) on the growth performance, meat quality and intestinal morphology of growing and finishing pigs 被引量:2
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作者 DUAN Hai-tao LI Jun-guo +4 位作者 XUE Min YANG Jie DONG Ying-chao LIANG Ke-hong QIN Yu-chang 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2018年第4期919-927,共9页
This experiment was conducted to investigate the effects of feed conditioners(single-layer, double-layer and retentionconditioner) on the growth performance, meat quality and intestinal morphology of pigs throughout t... This experiment was conducted to investigate the effects of feed conditioners(single-layer, double-layer and retentionconditioner) on the growth performance, meat quality and intestinal morphology of pigs throughout the growing to finishing phase. A total of 96 growing pigs((28.70±3.20) kg) were selected and randomized into three treatment groups with four replicates per group. Eight pigs were used per replicate for the 17-week feeding trial. The grower diet was given at 0 to 6 weeks and a finisher diet was given at 6 to 17 weeks. The treatments were as follows: SC diet(control; single-layer conditioning), DC diet(double-layer conditioning), and RC diet(retention-conditioning). Starch gelatinization was significantly higher(P<0.05) in the RC treatment than in the SC treatment, however, there was no significant difference in the starch gelatinization between the DC group and the RC group. In the growing phase, the feed to gain index(F:G) was significantly lower(P<0.05) in the RC group than in the SC and DC groups. Between growing and finishing, the F:G was the lowest(P<0.05) in the SC group compared to the RC or DC group. Drip loss, a measurement of meat quality, was significantly lower(P<0.05) in longissimus dorsi tissue collected from pigs fed the RC diet than in tissues collected from pigs fed the SC diet. The intestinal quality of the duodenum and jejunum tissues showed a significant increase(P<0.05) in the crypt depth and villus height in the RC group compared to the SC-or DC-treated pigs. These results demonstrated that the retentionconditioner treatment decreased the F:G in growing pigs, improved intestinal morphology and enhanced the meat quality in the finishing pigs. However, the retention-conditioner treatment had a negative impact on growth performance in the finishing pigs. 展开更多
关键词 PIGS conditioner feed quality meat quality intestinal morphology
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DISPLACEMENT CONTROL AND KINETIC ANALYSIS OF A NOVEL VARIABLE DISPLACEMENT COMPRESSOR FOR AUTOMOTIVE AIR CONDITIONER 被引量:7
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作者 Yuan Xiaomei,Chen Zhijiu (Institute of Refrigeration and Cryogenics Engineering, Shanghai Jiaotong University) 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2001年第4期325-329,共5页
A novel variable displacement compressor (VDC) for automotive air conditioner (AAC) is introduced, which inherits the advantages of common wobble plate type VDC. It has fewer parts and makes less noise, and instead of... A novel variable displacement compressor (VDC) for automotive air conditioner (AAC) is introduced, which inherits the advantages of common wobble plate type VDC. It has fewer parts and makes less noise, and instead of pneumatic valve the displacement is controlled by electronic control valve. In order to know the control mechanism well and get a good control effect, a mathematical model for the variable displacement mechanism is developed according to the geometrical and kinematical information of the compressor. Using the model, the effect of relevant parameters on variable displace control is estimated. It is helpful to make the optimum decision in the flow control of AAC. As the novel displacement control device, the structure and control rule of electronic control valve is introduced. It can get better effect than the conventional pneumatic valves. And by using this new electronic control device, the optimum systemic control of AAC is available. 展开更多
关键词 Displacement control Kinetic analysis Automotive air conditioner (AAC) Variable displacement compressor(VDC)
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A PROSPECTIVE HYDROGEN STORAGE ALLOY PAIR FOR BUS AIR CONDITIONERS 被引量:1
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作者 Wang Xinhua and Chen Changpin Department of Materials Science and Engineering,Zhejiang University, Hangzhou 310027, P. R. China 《中国有色金属学会会刊:英文版》 CSCD 1998年第1期57-60,共4页
APROSPECTIVEHYDROGENSTORAGEALLOYPAIRFORBUSAIRCONDITIONERS①WangXinhuaandChenChangpinDepartmentofMaterialsScie... APROSPECTIVEHYDROGENSTORAGEALLOYPAIRFORBUSAIRCONDITIONERS①WangXinhuaandChenChangpinDepartmentofMaterialsScienceandEnginering,... 展开更多
关键词 hydride HYDROGEN STORAGE ALLOY BUS heat pump AIR conditioner
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Girth welding system for vortex type refrigeration compressor of air conditioner 被引量:1
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作者 刘小文 马彩霞 +1 位作者 杨思乾 胡记生 《China Welding》 EI CAS 2006年第1期57-60,共4页
According to the requirements of welding process for vortex type compressor of air conditioner manufactured in product line, a special girth welding machine with PLC as control core was developed, which had both uprig... According to the requirements of welding process for vortex type compressor of air conditioner manufactured in product line, a special girth welding machine with PLC as control core was developed, which had both upright and 45 ° incline service positions. And some key technologies were researched, such as structural design of machine body, reliable conduction of rotary weldments and quality control of welding process and so on. The experimental results showed that this machine could satisfy the requirements of welding quality and girth welding technology, results also proved the machine was a high-effwiency and low-cost automatic welding device. 展开更多
关键词 air conditioner compressor girth welding welding machine
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