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液压机械臂的接触作业控制方法进展
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作者 丁孺琦 孙国华 +4 位作者 朱鸿栋 李刚 谢志聪 刘颖 徐聪聪 《华东交通大学学报》 2024年第5期18-28,共11页
【目的】液压机械臂具备负载能力强、响应速度快、无极调速范围大、受辐射电磁干扰小等特点,被广泛应用于隧道掘进装备、桥梁建设装备等交通基础设施建设领域。文章旨在总结液压机械臂的接触作业控制方法,介绍力与位置精确协调控制方法... 【目的】液压机械臂具备负载能力强、响应速度快、无极调速范围大、受辐射电磁干扰小等特点,被广泛应用于隧道掘进装备、桥梁建设装备等交通基础设施建设领域。文章旨在总结液压机械臂的接触作业控制方法,介绍力与位置精确协调控制方法,最后对其未来的研究方向提出展望。【方法】在实际工程应用中,液压机械臂常常要与外界环境进行接触,而其接触作业控制涉及与位置的精确协调控制,而力与位置的精确控制需要精准的动力学模型和末端力的精准估计。【结果】国内外学者针对力与位置精确协调控制进行深入研究,在实现液压机械臂稳定、准确、安全接触作业取得了一些重要的研究成果。【结论】针对这些成果,阐述了液压机械臂在动力学建模、动力学参数辨识、末端接触力估计方法和柔顺控制等方面的研究内容,并且对下一步的研究提出了建议和展望。 展开更多
关键词 液压机械臂 学建模 参数辨识 力估计方法 接触作业控制
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Hybrid Differential Evolution for Estimation of Kinetic Parameters for Biochemical Systems 被引量:1
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作者 ZHAO Chao XU Qiaoling LIN Siming LI Xuelai 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2013年第2期155-162,共8页
Determination of the optimal model parameters for biochemical systems is a time consuming iterative process. In this study, a novel hybrid differential evolution (DE) algorithm based on the differential evolution te... Determination of the optimal model parameters for biochemical systems is a time consuming iterative process. In this study, a novel hybrid differential evolution (DE) algorithm based on the differential evolution technique and a local search strategy is developed for solving kinetic parameter estimation problems. By combining the merits of DE with Gauss-Newton method, the proposed hybrid approach employs a DE algorithm for identifying promising regions of the solution space followed by use of Gauss-Newton method to determine the optimum in the identified regions. Some well-known benchmark estimation problems are utilized to test the efficiency and the robustness of the proposed algorithm compared to other methods in literature. The comparison indicates that the present hybrid algorithm outperforms other estimation techniques in terms of the global searching ability and the con- vergence speed. Additionally, the estimation of kinetic model parameters for a feed batch fermentor is carried out to test the applicability of the proposed algorithm. The result suggests that the method can be used to estimate suitable values of model oarameters for a comolex mathematical model. 展开更多
关键词 parameter estimation kinetic model hybrid differential evolution Gauss-Newton feed batch fermentor
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Estimating Average Reservoir Pressure: A Neural Network Approach with Limited Data
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作者 Saber Elmabrouk Ezeddin Shirit Rene Mayouga 《Journal of Earth Science and Engineering》 2012年第11期663-675,共13页
Insight into average oil pressure in gas reservoirs and changes in production (time), play a critical role in reservoir and production performance, economic evaluation and reservoir management. In all practicality, ... Insight into average oil pressure in gas reservoirs and changes in production (time), play a critical role in reservoir and production performance, economic evaluation and reservoir management. In all practicality, average reservoir pressure can be conducted only when producing wells are shut in. This is regarded as a pressure build-up test. During the test, the wellbore pressure is recorded as a function of time. Currently, the only available method with which to obtain average reservoir pressure is to conduct an extended build-up test. It must then be evaluated using Homer or MDH (Miller, Dyes and Huchinson) valuation procedures. During production, average reservoir pressure declines due to fluid withdrawal from the wells and therefore, the average reservoirpressure is updated, periodically. A significant economic loss occurs during the entire pressure build-up test when producing wells are shut in. In this study, a neural network model has been established to map a nonlinear time-varying relationship which controls reservoir production history in order to predict and interpolate average reservoir pressure without closing the producing wells. This technique is suitable for constant and variable flow rates. 展开更多
关键词 Artificial neural networks average reservoir pressure estimation modeling error analysis.
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Development of Vibrating Monitoring for Hydro Power Turbines under Operating Condition
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作者 Skvorcov Oleg 《Journal of Mechanics Engineering and Automation》 2014年第11期878-886,共9页
Units and components of the powerful power equipment are exposed to the big static and dynamic load. An example of such equipments is turbines hydraulic power plant and, especially, hydroelectric pumped storage power ... Units and components of the powerful power equipment are exposed to the big static and dynamic load. An example of such equipments is turbines hydraulic power plant and, especially, hydroelectric pumped storage power plant. Existing techniques of control of a vibrating condition do not consider: very wide frequency range of vibrating processes, difficult character of such processes in the form of the sum multiharmonic, random and close to shock processes. Such techniques usually do not consider intervals of start-up and stop, and also work on transitive modes when loadings on a construction are maximum. Available techniques of an estimation of admissible level of vibrating influence and tests for vibration durability are not harmonized enough among themselves. Various known interpretations of communication of vibrating characteristics and durability estimations on mechanical pressure at broadband vibrating influence yield ambiguous result. On the basis of the analysis of the published information, we attempt to formulate the requirement to system of vibrating monitoring of the hydraulic turbine and power motor pumps. System should provide data acquisition and the analysis of the data on a vibrating condition taking into account accumulation of vibrating influences and long term of operation on the basis of estimation methods as low-cycle, and high-cycle (gigacycle) fatigue is made. 展开更多
关键词 Vibrating durability shock random transitive modes water-wheel ACCELERATION velocity DISPLACEMENT pumped-storage
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Feasibility Study on Common Methods for Wave Force Estimation of Deep Water Combined Breakwaters
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作者 YU Dingyong TANG Peng SONG Qingguo 《Journal of Ocean University of China》 SCIE CAS 2015年第4期629-635,共7页
China's newly enacted Breakwater Design Specifications(JTS154-2011) explicitly state that breakwaters with water depths greater than 20 m are categorized as deep-water breakwaters, and emphasize that design princi... China's newly enacted Breakwater Design Specifications(JTS154-2011) explicitly state that breakwaters with water depths greater than 20 m are categorized as deep-water breakwaters, and emphasize that design principles, methods and construction requirements are different from those of common shallow water breakwaters. However, the specifications do not make any mention of how to choose wave force calculation methods of deep-water breakwaters. To study the feasibility of different formulae for wave force estimation of deep water combined breakwaters, the wave force calculated by the Sainflou's, Goda's, modified Goda's and specifications' methods are compared for various water depths and wave heights in this paper. The calculated results are also compared with experimental data. The total horizontal forcing and the pattern of pressure distributions are presented. Comparisons show that the wave pressure distributions by the four methods are similar, but the total horizontal forces are different. The results obtained by the Goda's method and the specified formulae are much closer to the experimental data. As for the wave force estimation for the deepwater mixed embankment foundation bed parapet, the Goda's formula is applied in the case with a water depth of less than 42 m. The Specifications method is suitable for standing waves. In the wave force estimates of breastworks, Sainflou's and the modified Gaoda's formulae are no longer applicable for the foundation bed of mixed embankment. 展开更多
关键词 combined breakwater BREAST wave force deep water FEASIBILITY
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