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New adaptive RBF neural network for micro-strip antenna modeling
HUANG Yuan-jun , LOU Ping , WU Zhi-jun , LIN Xiao-feng
Chinese Journal of Engineering Design, 2014, 21(5): 426-431.
https://doi.org/10.3785/j.issn. 1006-754X.2014.05.004
The relationship between the resonance frequency and the size of the structure is multiparameter and nonlinear, which makes it difficult to establish accurate model when design of a rectangular microstrip antenna. To solve this problem, a new way of RBF (radial basis function) neural network algorithm was proposed by combination the methods of dynamic adaptive clustering and the pseudo inverse weighting, which possessed several advantages of unfixed neuron number on hidden layer, by means of adaptive adjustment, good approximation effect, and small amount of calculation, fast learning. Then combined with the better approximation properties of RBF neural network for multivariable and nonlinear functions , it was used for modeling the resonance frequency of the rectangular micro-strip antenna. Experiment results showed that the established neural network model was obviously superior to the result of literature in both accuracy and speed. Thus a new effective method to improve the design efficiency is provided for the developer of antenna design.
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Mechanical model and performance analysis of a flexure hinge based on the finite element method
HU Jun-feng, HAO Ya-zhou, XU Gui-yang
Chinese Journal of Engineering Design, 2014, 21(5): 432-438.
https://doi.org/10.3785/j.issn. 1006-754X.2014.05.005
In order to accurately describe the mechanical properties of a flexure hinge, a general mechanical model based on finite element method is proposed, and the static and dynamic performance analysis is carried out according to the propose model. Euler-Bernoulli beam was adopted to simulate the mechanical behavior of the flexure hinge, and it was divided into three nodes with three degrees of freedom and two elements with variable crosssection. A closed stiffness matrix related to the structural parameters of the flexure hinge was established by using the principle of minimizing potential energy, and the mass matrix and dynamics equations were built by employing Lagrange equation. In order to validate the precision of the proposed mechanical model, the analysis results by ANSYS was compared and got the difference range from 1.1% to 5.6%, which showed that the theoretical model was close to ANSYS and the proposed model could accurately illustrate the static and dynamic properties. The finite element model of the flexure hinge can be applied accurately to analyze the relationship between its accuracy and natural frequency and structural parameters, stress distributions and frequency response. Therefore, a precise mechanical model of the circular flexure hinge is provided for the design of compliant mechanisms.
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Study on mechanical properties of roadheader working mechanism for impacting and crushing rock under typical conditions
LI Xiao-huo, GUO Na, ZHENG You-shan, WANG Jin-xing, YANG Jie
Chinese Journal of Engineering Design, 2014, 21(5): 439-443.
https://doi.org/10.3785/j.issn. 1006-754X.2014.05.006
In order to explore mechanical characteristics of roadheader working mechanism for impacting and crushing rock under typical conditions, then to find the weak link and to provide the basis for improvement, a three-dimensional solid model of the working mechanism was established by means of Pro/E and a mechanical model of crushing rock of the impact hammer was exported, a penetrable force of crushing rock was obtained according to the stress wave theory and assembly language of Matlab. The process of two drill rods crushing from nonsynchronous to synchronous was analyzed by using ANSYS when the working mechanism impacted on the top right corner of a tunnel. The research showed that the stress difference of two drill rods, the torque and torsional deformation of working mechanism decreased gradually to the same during the process. The stress concentration appeared on the hinge of swing bearing, boom and liftingswinging cylinder, also on the hinge spot of the rocker arm, boom and boomcylinder. The swing bearing was the weakness of the working mechanism, and the maximum deformation happened on the head of hammer. The offset loads leaded to the obvious deformation of drill bit, and the dangerous zone of boom stress located on the offset load side, which had a great influence on the mechanical properties of the mechanism.
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Design of an optimal control method based on the dynamic performance space
LI Wen-juan, CHEN Xiao-xuan, GONG Li-jiao, CHEN Xu-dong
Chinese Journal of Engineering Design, 2014, 21(5): 456-468.
https://doi.org/10.3785/j.issn. 1006-754X.2014.05.009
Same zeroes and poles located at different locations of the root locus plane will exhibit different dynamic performance, which shows that the system performance has nothing to do with the zeroes or poles themselves and is completely determined by their location. The relationship between root locus coordinates and dynamic performance indices were established beginning with the root locus plane in classical control theory and then with the aid of the “field theory” concept in mathematical analysis, which took the positioning accuracy and stability as the descriptive quantities of the system's dynamic performance. Through drawing the equioscillation and equiprecision curves in the root locus plane, the system dynamic performance space was built up. The real pole, complex conjugate zero, and complex conjugate pole of the sixthorder linear tracking system were globally optimized by using this dynamic performance space. Sensitivity, complementary sensitivity, and dynamic response results showed that the optimal control method can solve the discrepancy between system accuracy and positioning time delay, and meet the exact track requirements with an effect much better than that of a PID controller.
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Design of combination lock based on remote control and three-dimensional movement
ZOU Xiao-yu, ZHU Tao, XIAO Shou-ne
Chinese Journal of Engineering Design, 2014, 21(5): 476-480.
https://doi.org/10.3785/j.issn. 1006-754X.2014.05.011
Based on the mechatronics technology, a kind of remotely controlled three-dimensional combination lock has been designed, which has mechanical and electronic double security password. Firstly, the structure and working principle of the combination lock was introduced focusing on the principle about threedimensional motion of the mechanical structure and the electronic control system of remote control. Then, based on the theory of structural mechanics, examination on the major motion mechanism of the mechanical structure in terms of strength was performed. Finally, the rotation accuracy of disks, password replacement and remote control reliability and other aspects of the three locks had been repeatedly verified. The verification proved the safety, reliability and practicality of the structure. The combination lock adopts remote controlled mechanical transmission mechanism with three-dimensional motion, which not only achieves the combination of mechanical and electronic usage to improve their security, but also eliminates the possibility of cracking passwords through the sound or feeling. The lock enjoys advantages of easy operation, safety and reliability and can satisfy the needs of future market.
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15 articles
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