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Wave load computation in direct strength analysis of semi-submersible platform structures 被引量:8
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作者 ZHANGHai-bin RENHui-long DAIYang-shan GEFei 《Journal of Marine Science and Application》 2004年第1期7-13,共7页
A wave load computation approach in direct strength analysis of semi-submersible platform structures was presented in this paper. Considering the differences in shape of pontoon, column and beam, the combination of ac... A wave load computation approach in direct strength analysis of semi-submersible platform structures was presented in this paper. Considering the differences in shape of pontoon, column and beam, the combination of accumulative chord length cubic parameter spline theory and analytic method was adopted for generating the wet surface mesh of platform. The hydrodynamic coefficients of platform were calculated by the three-dimensional potential flow theory of the linear hydrodynamic problem for platform with low forward speed. The equation of platform motions was established and solved in frequency domain, and the responses of wave-induced loads on the platform can be obtained. With the interpolation method being utilized, the pressure loads on shell elements for finite element analysis (FEA) were converted from those on the hydrodynamic computation mesh, which pave the basis for FEA with commercial software.A computer program based on this method has been developed, and a calculation example of semi-submersible platform was illustrated.Analysis results show that this method is a satisfying approach of wave loads computation for this kind of platform. 展开更多
关键词 semi-submersible platform wave loads mesh-generating direct strength analysis
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Numerical study of AE and DRA methods in sandstone and granite in orthogonal loading directions 被引量:5
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作者 Xu-hua REN Hai-jun WANG Ji-xun ZHANG 《Water Science and Engineering》 EI CAS 2012年第1期93-104,共12页
The directional dependency of the acoustic emission (AE) and deformation rate analysis (DRA) methods was analyzed, based on the contact bond model in the two-dimensional particle flow code (PFC2D) in two types o... The directional dependency of the acoustic emission (AE) and deformation rate analysis (DRA) methods was analyzed, based on the contact bond model in the two-dimensional particle flow code (PFC2D) in two types of rocks, the coarse-grained sandstone and Aue granite. Each type of rocks had two shapes, the Brazilian disk and a square shape. The mechanical behaviors of the numerical model had already been verified to be in agreement with those of the physical specimens in previous research. Three loading protocols with different loading cycles in two orthogonal directions were specially designed in the numerical tests. The results show that no memory effect is observed in the second loading in the orthogonal direction. However, both the cumulative crack number of the second loading and the differential strain value at the inflection point are influenced by the first loading in the orthogonal direction. 展开更多
关键词 Kaiser effect deformation rate analysis PFC2D orthogonal loading directions in situ stress measurement
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Optimal guidance strategy for flexible load based on hybrid direct load control and time of use 被引量:5
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作者 Siyang Liu Yuan Gao +2 位作者 Hejun Yang Xinghua Xie Yinghao Ma 《Global Energy Interconnection》 EI CSCD 2023年第3期297-307,共11页
The time-of-use(TOU)strategy can effectively improve the energy consumption mode of customers,reduce the peak-valley difference of load curve,and optimize the allocation of energy resources.This study presents an Opti... The time-of-use(TOU)strategy can effectively improve the energy consumption mode of customers,reduce the peak-valley difference of load curve,and optimize the allocation of energy resources.This study presents an Optimal guidance mechanism of the flexible load based on strategies of direct load control and time-of-use.First,this study proposes a period partitioning model,which is based on a moving boundary technique with constraint factors,and the Dunn Validity Index(DVI)is used as the objective to solve the period partitioning.Second,a control strategy for the curtailable flexible load is investigated,and a TOU strategy is utilized for further modifying load curve.Third,a price demand response strategy for adjusting transferable load is proposed in this paper.Finally,through the case study analysis of typical daily flexible load curve,the efficiency and correctness of the proposed method and model are validated and proved. 展开更多
关键词 Flexible load Optimal demand response strategy Time of use Period partitioning direct load control
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Direct loading of atoms from a macroscopic quadrupole magnetic trap into a microchip trap 被引量:1
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作者 程俊 张敬芳 +2 位作者 许忻平 张海潮 王育竹 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第3期315-320,共6页
We demonstrate the direct loading of cold atoms into a microchip 2-mm Z-trap, where the evaporative cooling can be performed efficiently, from a macroscopic quadrupole magnetic trap with a high loading efficiency. The... We demonstrate the direct loading of cold atoms into a microchip 2-mm Z-trap, where the evaporative cooling can be performed efficiently, from a macroscopic quadrupole magnetic trap with a high loading efficiency. The macroscopic quadrupole magnetic trap potential is designed to be moveable by controlling the currents of the two pairs of anti-Helrnholtz coils. The cold atoms are initially prepared in a standard six-beam magneto-optical trap and loaded into the macroscopic quadrupole magnetic trap, and then transported to the atom chip surface by moving the macroscopic trap potential. By means of a three-dimensional absorption imaging system, we are able to optimize the position alignment of the atom cloud in the macroscopic trap and the microchip Z-shaped wire. Consequently, with a proper magnetic transfer scheme, we load the cold atoms into the microchip Z-trap directly and efficiently. The loading efficiency is measured to be about 50%. This approach can be used to generate appropriate ultracold atoms sources, for example, for a magnetically guided atom interferometer based on atom chip. 展开更多
关键词 atom chip three-dimensional absorption imaging direct magnetic loading
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Effects of water saturation and loading rate on direct shear tests of andesite 被引量:2
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作者 Tianshu Bao Kimihiro Hashiba Katsunori Fukui 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2022年第2期653-662,共10页
For estimating the long-term stability of underground framework,it is vital to learn the mechanical and rheological characteristics of rock in multiple water saturation conditions.However,the majority of previous stud... For estimating the long-term stability of underground framework,it is vital to learn the mechanical and rheological characteristics of rock in multiple water saturation conditions.However,the majority of previous studies explored the rheological properties of rock in air-dried and water saturated conditions,as well as the water effects on compressive and tensile strengths.In this study,andesite was subjected to direct shear tests under five water saturation conditions,which were controlled by varying the wetting and drying time.The tests were conducted at alternating displacement rates under three vertical stresses.The results reveal that the shear strength decreases exponentially as water saturation increases,and that the increase in shear strength with a tenfold increase in displacement rate is nearly constant for each of the vertical stresses.Based on the findings of the shear tests in this study and the compression and tension tests in previous studies,the influences of both water saturation and loading rate on the Hoek-Brown failure criterion for the andesite was examined.These results indicate that the brittleness index of the andesite,which is defined as the ratio of uniaxial compressive strength to tensile strength,is independent of both water saturation and loading rate and that the influences of the water saturation dependence and the loading rate dependence of the failure criterion can be converted between each other. 展开更多
关键词 direct shear test Water saturation loading rate dependence Failure criterion
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Constitutive Models for Compressive Deformation of AZ80Magnesium Alloy under Multiple Loading Directions and Strain Rates 被引量:2
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作者 Xu-qing CHANG Li-ying ZHANG +1 位作者 Yong-biao YANG Jing-li REN 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2016年第1期64-68,共5页
Two constitutive models,the modified Johnson-Cook model and the logarithm linear relation model based on empirical approach and data analysis,were presented to illustrate compressive deformation of magnesium alloys AZ... Two constitutive models,the modified Johnson-Cook model and the logarithm linear relation model based on empirical approach and data analysis,were presented to illustrate compressive deformation of magnesium alloys AZ80 under multiple loading directions and strain rates.The results of stress-strain curve analysis and sensitivity index analysis suggested that the stress held large fluctuations in loading direction of 90°.Model testing signified that the logarithm linear relation model was more proper than the modified Johnson-Cook model in view of relative mean square error and correlation coefficients.Moreover,numerical simulation building on established models also indicated that the logarithm linear model is more precise than the modified Johnson-Cook model. 展开更多
关键词 AZ80magnesium alloy constitutive model modified Johnson-Cook model loading direction
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Development of a dynamic load direct shear apparatus for the study of permafrost
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作者 YingHui Cui JianKun Liu Peng Lv 《Research in Cold and Arid Regions》 CSCD 2013年第4期399-403,共5页
The dynamic parameters of permafrost are crucial to and directly affect the accuracy of engineering design and numerical simulation. This paper describes a new dynamic load direct shear apparatus that was developed to... The dynamic parameters of permafrost are crucial to and directly affect the accuracy of engineering design and numerical simulation. This paper describes a new dynamic load direct shear apparatus that was developed to measure these parameters. The power systems and measurement and control systems of the device are described, as is a successful validation experiment. The results show that this dynamic load direct shearing device can accurately derive dynamic shear parameters within a certain range of frequencies and ampli- tudes of shear load. 展开更多
关键词 PERMAFROST dynamic load direct shear apparatus dynamic parameters
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Oblique and Multi-Directional Random Wave Loads on Vertical Breakwaters 被引量:3
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作者 俞聿修 李本霞 张宁川 《海洋工程:英文版》 2003年第2期189-202,共14页
Extensive 3-D model tests have been performed to study the effects of wave obliquity and multi-directionality on the wave loads acting on vertical breakwaters. The variation of horizontal and uplift forces acting on a... Extensive 3-D model tests have been performed to study the effects of wave obliquity and multi-directionality on the wave loads acting on vertical breakwaters. The variation of horizontal and uplift forces acting on an unit length of a breakwater with wave direction, the longitudinal distribution of wave forces, as well as the longitudinal load reduction are analyzed. Some empirical formulae of the longitudinal distribution coefficient and the longitudinal load reduction factor are presented for practical use. 展开更多
关键词 vertical breakwaters oblique wave multi-directional random wave longitudinal distribution wave forces longitudinal load reduction
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High-speed directly modulated distributed feedback laser based on detuned loading and photon-photon resonance effect
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作者 张云山 徐逸帆 +3 位作者 郑吉林 李连艳 方涛 陈向飞 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第9期274-281,共8页
A monolithic integrated two-section distributed feedback(TS-DFB)semiconductor laser for high-speed direct modulation is proposed and analyzed theoretically.The grating structure of the TS-DFB laser is designed by the ... A monolithic integrated two-section distributed feedback(TS-DFB)semiconductor laser for high-speed direct modulation is proposed and analyzed theoretically.The grating structure of the TS-DFB laser is designed by the reconstructionequivalent-chirp(REC)technique,which can reduce the manufacturing cost and difficulty,and achieve high wavelength controlling accuracy.The detuned loading effect and the photon-photon resonance(PPR)effect are utilized to enhance the modulation bandwidth of the TS-DFB laser,exceeding 37 GHz,while that of the conventional one-section DFB laser is only 16 GHz.When the bit rate of the non-return-to-zero(NRZ)signal reaches 55 Gb/s,a clear eye diagram with large opening can still be obtained.These results show that the proposed method can enhance the modulation bandwidth of DFB laser significantly. 展开更多
关键词 directly modulated laser(DML) detuned loading effect photon-photon resonance(PPR)effect reconstruction-equivalent-chirp(REC)technique
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The Application of Reliability Based Optimization of Tophat Stiffened Composite Panels Subject to Bi-Directional Buckling Loads
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作者 Xiaoguang Xue Guoxi Li +1 位作者 Adam James Sobey Ramanand Ajit Shenoi 《材料科学与工程(中英文B版)》 2013年第11期721-733,共13页
关键词 复合材料加筋板 可靠性优化 应用程序 屈曲荷载 复合材料结构 屈曲临界载荷 设计问题 计算效率
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Experimental study on mechanical and failure behavior of rock‑concrete interface in coal mine roadway under direct tension
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作者 Weiyue Bao Heping Xie +3 位作者 Tao Zhou Dongya Han Xiaoling Zhao Jianbo Zhu 《International Journal of Coal Science & Technology》 2025年第5期164-179,共16页
The rock-concrete interface has a signifcant infuence on the stability of rock-concrete structures in coal mine roadway that are vulnerable to tensile loads.In this study,direct tension tests in combination with laser... The rock-concrete interface has a signifcant infuence on the stability of rock-concrete structures in coal mine roadway that are vulnerable to tensile loads.In this study,direct tension tests in combination with laser scanning and acoustic emission techniques were used to study the infuences of loading angle and strength contrast on tensile behavior of rock-concrete interface.Results show that peak strain and tensile strength of granite-concrete specimens are lower than those of granite and concrete.Acoustic emission(AE)characteristic of the granite-concrete specimens difers from that of concrete and granite.With the loading angle increases,peak strain and tensile strength of the granite-concrete specimens increase,and the failure mode varies from the interfacial tensile failure to mixed tensile failure due to the increased contact area and decreased tensile stress applied on the granite-concrete interface.In addition,the accumulative AE counts of the granite-concrete specimen are also signifcantly afected by the loading angle;in particular,when the loading angle is sufciently large,e.g.,55°,the accumulative AE counts sharply increase twice.Diferent strength contrasts between rock and concrete result in diferent failure characteristics of rock-concrete specimens under direct tensile loads.When tensile strength of rock is lower than that of concrete,failure often occurs in the rock section and the tensile strength and peak strain of the rock-concrete specimen is similar to that of rock.By contrast,when the tensile strength of rock is higher than of the concrete,failure appears at the interface,and rock-concrete interface dominates the tensile properties of rock-concrete specimens.The failure mode is dominated by the coupling efect of loading angle and strength contrast.The fndings in this study are helpful in understanding the mechanical behaviour of rock-concrete structures under direct tension and applicable to the design and reinforcement of rock-concrete structures in coal roadway. 展开更多
关键词 Rock-concrete interface direct tension loading angle Strength contrast
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Retrofitting Design of a Deep Drilling Rig Mud Pump Load Balancing System
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作者 Danijel Pavkovic Pietro Kristovic +1 位作者 Mihael Cipek Dragutin Lisjak 《Energy Engineering》 2025年第5期1669-1696,共28页
In deep drilling applications,such as those for geothermal energy,there are many challenges,such as those related to efficient operation of the drilling fluid(mud)pumping system.Legacy drilling rigs often use paired,p... In deep drilling applications,such as those for geothermal energy,there are many challenges,such as those related to efficient operation of the drilling fluid(mud)pumping system.Legacy drilling rigs often use paired,parallel-connected independent-excitation direct-current(DC)motors for mud pumps,that are supplied by a single power converter.This configuration results in electrical power imbalance,thus reducing its efficiency.This paper investigates this power imbalance issue in such legacy DC mud pump drive systems and offers an innovative solution in the form of a closed-loop control system for electrical load balancing.The paper first analyzes the drilling fluid circulation and electrical drive layout to develop an analytical model that can be used for electrical load balancing and related energy efficiency improvements.Based on this analysis,a feedback control system(so-called“current mirror”control system)is designed to balance the electrical load(i.e.,armature currents)of parallel-connected DC machines by adjusting the excitation current of one of the DC machines,thus mitigating the power imbalance of the electrical drive.Theproposed control systemeffectiveness has been validated,first through simulations,followed by experimental testing on a deep drilling rig during commissioning and field tests.The results demonstrate the practical viability of the proposed“current mirror”control system that can effectively and rather quickly equalize the armature currents of both DC machines in a parallel-connected electrical drive,and thus balance both the electrical and mechanical load of individual DC machines under realistic operating conditions of the mud pump electrical drive. 展开更多
关键词 Deep drilling mud pump electrical load balancing direct current motor excitation control armature current mirroring field tests
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海上风力机在不同风载荷作用下的抗撞击性能研究
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作者 刘坤鹏 王瑀琎 +2 位作者 赵鑫磊 李春 岳敏楠 《机械强度》 北大核心 2026年第1期150-158,共9页
【目的】海上风力机存在与船舶碰撞的风险,其中风载荷的作用不可忽视,目前已有的研究往往采用稳态风载荷,这与实际情况有所出入。【方法】采用更符合实际工况的瞬态风载荷,使用Ls-Dyna软件模拟不同风速和风向下3种类型的海上风力机与船... 【目的】海上风力机存在与船舶碰撞的风险,其中风载荷的作用不可忽视,目前已有的研究往往采用稳态风载荷,这与实际情况有所出入。【方法】采用更符合实际工况的瞬态风载荷,使用Ls-Dyna软件模拟不同风速和风向下3种类型的海上风力机与船舶的碰撞过程,并分析碰撞过程中风力机基础的动态响应、抗撞击性能及其影响因素。【结果】结果表明,单桩基础风力机的抗撞击性能最差,对载荷的敏感性最强,导管架基础风力机的综合抗撞击性能最好;相较于风速和风向,船速对风力机结构安全的影响更大,当船速不超过4 m/s时,风力机仍可在额定风速下正常运行,但存在一定的安全隐患,一旦船速超过4 m/s,风力机将出现较严重的结构损伤;发生碰撞后,风力机塔顶的动能随风载荷的增大而增大,塔顶的重心可能偏离安全区域,有倾覆的风险;船舶航向为顺风向时风力机的结构损伤最大,船舶航向为迎风向时风力机的结构损伤最小。 展开更多
关键词 海上风力机 风载荷 风向 船舶 抗撞击性能
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6082铝合金棒材不同锻造加载方向微观组织演化
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作者 景炜康 郑佳 +1 位作者 孙倩 庞秋 《锻压技术》 北大核心 2026年第1期29-37,共9页
采用一种高效的一体化锻造工艺进行热压缩成形,即将固溶铝合金挤压棒直接进行锻造淬火成形,使用电子背散射衍射技术研究不同加载方向下材料的微观组织演化。结果表明:径向试样的热压缩流变应力低于轴向试样,且径向试样在不同应变速率压... 采用一种高效的一体化锻造工艺进行热压缩成形,即将固溶铝合金挤压棒直接进行锻造淬火成形,使用电子背散射衍射技术研究不同加载方向下材料的微观组织演化。结果表明:径向试样的热压缩流变应力低于轴向试样,且径向试样在不同应变速率压缩后的平均硬度比轴向试样的低1.32%;同时,取样方向对材料微观组织有较大影响,径向和轴向试样晶粒分别呈板条状和等轴状。两种试样的主要动态再结晶机制差异较大,轴向试样的主要动态再结晶机制为连续动态再结晶;径向试样则以几何动态再结晶为主;轴向试样的动态再结晶程度低于径向试样,具体表现为不同应变速率下轴向试样的大角度晶界占比平均值比径向试样的低3.3%。研究表明,可以通过控制材料成形的加载方向和应变速率指导生产。 展开更多
关键词 6082铝合金 加载方向 应变速率 微观组织 动态再结晶
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基于电碳综合边际定价的虚拟电厂P2P能源交易模型
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作者 王骏滕 王辰熤 +2 位作者 刘兴宇 李天然 季振亚 《电力工程技术》 北大核心 2026年第1期134-143,共10页
为应对配电网络低碳化运行的挑战,并充分挖掘系统中分布式资源的灵活调控潜力,文中构建一种基于电碳综合边际定价的虚拟电厂(virtual power plant,VPP)双层点对点(peer-to-peer,P2P)交易模型。上层由配电网运营商(distribution system o... 为应对配电网络低碳化运行的挑战,并充分挖掘系统中分布式资源的灵活调控潜力,文中构建一种基于电碳综合边际定价的虚拟电厂(virtual power plant,VPP)双层点对点(peer-to-peer,P2P)交易模型。上层由配电网运营商(distribution system operator,DSO)建立基于碳排放流(carbon emission flow,CEF)技术的碳感知最优潮流模型,在此基础上计算出电碳综合边际价格,DSO可利用该价格信号协调VPP低碳调度。下层组建多VPP合作联盟,可将电动汽车规模化整合并引入碳信号引导的电动汽车灵活调度机制,建立基于贡献度的非对称纳什议价交易模型,各VPP在价格信号的引导下平衡个体与联盟利益,制定生产与交易的最优策略。然后,采用自适应交替方向乘子法(adaptive-scaling alternating direction method of multipliers,AS-ADMM)对模型进行求解,解决变量耦合导致的收敛速度问题。最后,采用改进的IEEE 33节点配电系统进行仿真验证。案例分析结果表明,所提交易模型可以通过提高分布式能源利用效率并优化负荷分布,在降低VPP运营成本的同时减少配电网碳排放。 展开更多
关键词 虚拟电厂(VPP) 点对点(P2P)能源交易 碳感知最优潮流 配电网节点边际电价 非对称纳什议价 自适应交替方向乘子法(AS-ADMM) 负荷调度
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循环加载下共享桩锚承载变形特性
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作者 李书兆 张晖 +3 位作者 张梦竹 崔建斌 张友虎 黄滢 《船舶工程》 北大核心 2026年第1期159-167,共9页
[目的]为探究桩锚基础在共享条件下的承载变形特性及与传统独立系泊桩锚的异同,[方法]利用自研的多向加载试验系统开展饱和砂土中共享桩锚系列模型试验。[结果]结果表明:对于合力绕平均方向在一定夹角范围内变化的循环加载模式下的共享... [目的]为探究桩锚基础在共享条件下的承载变形特性及与传统独立系泊桩锚的异同,[方法]利用自研的多向加载试验系统开展饱和砂土中共享桩锚系列模型试验。[结果]结果表明:对于合力绕平均方向在一定夹角范围内变化的循环加载模式下的共享桩锚基础,其失稳模式与独立系泊桩锚相似。桩锚的水平累积位移方向与合力的平均方向一致,其大小随循环次数增加而增长。在循环次数较少时,共享桩锚的累积位移速率与独立系泊桩锚基础基本一致;但循环次数较大时,多向加载效应在一定程度上加速了共享桩锚的位移累积。[结论]研究结果可为优化共享锚的结构设计与实际应用提供一定参考。 展开更多
关键词 漂浮式风电 共享桩锚 相位差 多向加载 承载变形特征
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基于负载弹性系数在线辨识的泵控直驱执行器自适应模型预测压力控制
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作者 刘道杰 王启武 +3 位作者 李昱 高建波 治文辉 董果凤 《机床与液压》 北大核心 2026年第1期99-106,126,共9页
为提高泵控直驱液压缸压力控制精度与响应速度、避免模型失配导致的动态性能衰减,提出一种压力自适应模型预测控制(AMPC)方法。为了提高控制精度与响应速度,压力控制采用电机转矩输出的自适应模型预测控制,通过离散状态空间模型构建代... 为提高泵控直驱液压缸压力控制精度与响应速度、避免模型失配导致的动态性能衰减,提出一种压力自适应模型预测控制(AMPC)方法。为了提高控制精度与响应速度,压力控制采用电机转矩输出的自适应模型预测控制,通过离散状态空间模型构建代价函数,直接输出最优电机转矩参考值,规避了传统转速控制环路的延迟。为了提高模型预测控制的鲁棒性,采用具有遗忘因子的递归最小二乘法(FFRLS)辨识负载弹性系数,实时更新模型参数。电机转矩控制采用广义双矢量模型预测电流控制(GTV-MPCC)。为了验证AMPC-FFRLS控制策略的有效性,构建高细节度联合仿真模型,设计4组仿真试验,并于传统方法进行对比。结果表明:GTV-MPCC能够有效提高电流内环带宽,减小转矩脉动;FFRLS能够精准跟踪参数;在负载弹性系数失配时,常规MPC输出的转矩大幅振荡,稳态误差较大;PID仍能有效控制压力,但其超调约为10.5%,上升时间约为70 ms;AMPC-FFRLS方法基本无超调,上升时间为50 ms;腔体容积偏离预设值的工况下,常规MPC控制器由于模型参数偏差较大,输出的转矩大幅振荡,稳态时间变长,稳态误差变大,而AMPC-FFRLS方法由于动态调整模型预测控制所需腔体容积参数,仍能保持较好动态性能。AMPC-FFRLS方法显著提高了泵控直驱系统响应速率,能精准跟踪液压缸参考压力。 展开更多
关键词 泵控直驱 自适应模型预测控制 压力控制 在线辨识 负载弹性系数
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基于Bi-LSTM的10MW漂浮式风电平台运动预测
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作者 张险峰 尹佳晴 +3 位作者 马璐 秦明 雷肖 杨阳 《太阳能学报》 北大核心 2026年第1期701-708,共8页
基于双向长短期记忆神经网络(Bi-LSTM)建立针对于10MW漂浮式海上风电平台在波浪作用下的平台运动响应预测模型,通过仿真计算得到大量波浪时间序列信息以及运动响应数据,针对这些数据进行参数敏感性分析,训练后优化参数以确定最优的Bi-L... 基于双向长短期记忆神经网络(Bi-LSTM)建立针对于10MW漂浮式海上风电平台在波浪作用下的平台运动响应预测模型,通过仿真计算得到大量波浪时间序列信息以及运动响应数据,针对这些数据进行参数敏感性分析,训练后优化参数以确定最优的Bi-LSTM神经网络结构。结果表明,通过考虑不同波高和谱峰频率的波浪条件,验证了Bi-LSTM神经网络方法的可行性。所建立的Bi-LSTM模型对预测输入数据1/3时长的漂浮式海上风电平台在波浪作用下的运动具有较高的准确率,纵荡、垂荡和纵摇的预报精度高达95%,因此所提方法具有较强的平台运动预测能力。 展开更多
关键词 漂浮式风电平台 深度学习 Bi-LSTM 运动预测 申请网络 波浪载荷
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基于物理信息神经网络的薄板静力响应计算模型
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作者 黄敏沾 彭玉祥 +2 位作者 蒋镇涛 孙鹏楠 刘念念 《哈尔滨工程大学学报》 北大核心 2026年第1期96-105,共10页
针对物理信息神经网络在薄板结构力学正问题中的应用问题,通过结合物理机理与数据驱动方法,提升薄板弯曲响应计算的准确性与泛化能力。介绍物理信息神经网络的基本结构和原理以及薄板弯曲基本理论,并根据相关理论建立力学正问题物理信... 针对物理信息神经网络在薄板结构力学正问题中的应用问题,通过结合物理机理与数据驱动方法,提升薄板弯曲响应计算的准确性与泛化能力。介绍物理信息神经网络的基本结构和原理以及薄板弯曲基本理论,并根据相关理论建立力学正问题物理信息神经网络模型。利用物理信息神经网络模型求解正弦载荷作用下的薄板静力响应,并与传统神经网络的计算结果进行对比。最后将载荷信息作为神经网络的输入,求解了变载荷作用下的薄板静力响应,结果表明,物理信息神经网络模型有着更高的精度。物理信息神经网络模型能够对变载荷作用下的结构静力响应进行实时预测。 展开更多
关键词 物理信息神经网络 传统神经网络 薄板结构 力学正问题 变载荷 静力响应 数据驱动 结构监测
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基于动态负载识别的多向锻造液压机自适应控制技术
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作者 何超 刘刚 《凿岩机械气动工具》 2026年第1期28-30,共3页
为解决多向锻造液压机在强时变负载扰动下位置控制精度不高的问题,提出了一种基于动态负载识别的自适应控制方法,构建了阀控液压缸电液伺服系统的非线性数学模型,设计了基于扩展卡尔曼滤波(extended Kalman filter, EKF)的负载观测器,... 为解决多向锻造液压机在强时变负载扰动下位置控制精度不高的问题,提出了一种基于动态负载识别的自适应控制方法,构建了阀控液压缸电液伺服系统的非线性数学模型,设计了基于扩展卡尔曼滤波(extended Kalman filter, EKF)的负载观测器,同时开发了一种集成动态负载前馈补偿的自适应模糊比例-积分-微分(proportional-integral-derivative , PID)复合控制器。进行联合仿真,构建了具有高保真度的锻造过程模型,试验结果表明,该自适应控制技术能有效适应由金属塑性变形产生的真实动态负载,相较于传统控制方法,显著提升了系统的动态性能与鲁棒性。 展开更多
关键词 多向锻造液压机 动态负载识别 自适应控制 扩展卡尔曼滤波
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