Loading...

Table of Content

    10 December 2007, Volume 18 Issue 23
    Nonlinear Dynamic Response Analysis of an Unbalanced Rotor Supported on Ball Bearing
    Chen Guo
    2007, 18(23):  0-2778. 
    Asbtract ( )   PDF (5345KB) ( )  
    Related Articles | Metrics

    An unbalanced rotor dynamics model supported on ball bearing was established. In the model of ball bearing, three nonlinear factors were considered, such as the clearance of bearing, nonlinear Hertzian contract force between balls and races, and the varying compliance vibration because of periodical variety of contact position between balls and races.In the model of rotor, rotor’s unbalance force, which varies with rotating speed, was considered. The numerical integral method was used to obtain nonlinear dynamic responses, the effects of rotating speed and the bearing clearance on dynamic responses were analyzed, and the bifurcation plot, phase plane plot, frequency spectrum and Poincaré map were used to carry out the analysis of bifurcation and chaos motion. Period doubling, quasi-period loop breaking and mechanism of intermittency had been observed as the routes to chaos.

    机械科学
    Experimental Study on the Drag Reduction of the Superhydrophobic Surface with Grating Microstructures
    Ye Xia,;Zhou Ming;Cai Lan;Yuan Run;Li Jian;Li Gang
    2007, 18(23):  0-2785. 
    Asbtract ( )  
    Related Articles | Metrics
    In order to study the effect of microstructure on the superhydrophobic solid surface for its drag reduction charactertics, micro-ridges grating structures on the basis of K9 glass flat surface were fabricated using femtosecond laser. Experiments were carried out to measure the rheological characterization of 40%(v/v) glycerin solution on flat and grating structured K9 glass surfaces using AR-G2 rheometer respectively. Both surfaces were modified with trichloro perfluoroocty silane in drying oven. The results indicate that there are obvious slips on both surfaces, and more remarkable drag reduction on the superhydrophobic surface than that on flat surface; the drag reduction ratio increases as the increasing of viscosity of the fluid.
    Reliability Sensitivity to the Correlation Coefficients among Variables in Generalized Random Space
    Wang Shipeng;Zhang Yimin;Xie Yancai
    2007, 18(23):  0-2778. 
    Asbtract ( )   PDF (3347KB) ( )  
    Related Articles | Metrics

    The importance and the reliability sensitivity of the correlation coefficients among the basic variables in generalized random space in the reliability analysis were investigated. By the reliability analysis optimal method including operation of the correlation coefficients among the basic random variables in generalized random space, the importance of the correlation coefficients among the basic variables in generalized random space in the reliability analysis was analyzed through calculation of the reliability analysis, and the influence of the correlation coefficients among the basic variables in generalized random space on the structural reliability through calculation of the reliability sensitivity. The method can be used to obtain information such as the importance of the correlation coefficients among basic variables in generalized random space, influence and different influence levels on the structural reliability. Some useful reference to statistical work and reliability design is provided.

    Optimization of Superplastic Forming Parameters of 
    Solid Cage Based on Artificial Neural Network
    Chen Fuxiao;Li Hejun;Guo Junqing;Yang Yongshun
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (4186KB) ( )  
    Related Articles | Metrics

    The BP network predicting models of lead brass among
    superplastic tension temperature, initial strain rate and elongation, flow stress were established using the Levenberg-Marquardt method. The relationships among superplastic tension temperature, initial strain rate and elongation, flow stress were analyzed also.Then optimal superplastic forming parameters were found. According to the parameters,the test of superplastic forming of the solid cage was performed. Results show that the artificial
    neural network is an effective way of optimizing the process parameters, the parameters meet well the demands of superplastic forming of the solid cage. And this forming
    process has obviously economic benefits under the optimal superplastic conditions.

    Comparitive Research on Preventive Maintenance Policies of Power Plant Equipment
    Ma Xiaofang;Gao Xuedong;Jia Xisheng
    2007, 18(23):  0-2792. 
    Asbtract ( )   PDF (3180KB) ( )  
    Related Articles | Metrics

    Based on the concepts of potential fault and delay time, the age replacement policy and spot checking and regularly repairing policy was researched under the condition that the initial defect time and delay time distribution models were known. The cost model and risk model of age replacement policy and spot checking and regularly repairing policy were presented respectively. Also a case was given to compare these two policies. The numerical result shows that the spot checking and regularly repairing policy is better than that of age replacement policy in cost and function fault risk.

    ]Research on Error Analysis and Compensation of Aspheric Surface Measurement
    Ye Junjun;Lan Jing;Guo Yinbiao
    2007, 18(23):  0-2788. 
    Asbtract ( )   PDF (3891KB) ( )  
    Related Articles | Metrics

    Aimming at the problem of systematic error in the measurement of the aspheric workpiece, which was resolved by analyzing the influence of each parameter upon the surface accuracy and developing the right mathematical model of system error. With the help of computer technology, error theory and data processing method, software was developed to deal with data measurement and data processing and a way was found to remove measurement error. By measuring an aspheric workpiece, and processing the measured data with error compensation method,the result shows that the method to resolve measurement error is feasible.

    Research on High-performance Position Trackting Robust Control Strategy of a Valve Controlled Asymmetric Nonlinear System
    Yang Junhong;Li Shengyi;Dai Yifan
    2007, 18(23):  0-2897. 
    Asbtract ( )   PDF (4498KB) ( )  
    Related Articles | Metrics

    Aiming at nonlinearity and uncertainty in the valve controlled asymmetric cylinder position servo system,an experimental method was applied to obtain the system’s equivalent linear uncertainty model. The specification for load disturbance rejection was derived from the theoretical linearized model, and the QFT(quantitive feedback technology) controller was designed. After finding notable tracking phase error, zero phase error tracking controller was designed to replace feedforward filter, and zero phase-shift low-pass filter was designed to reduce the high frequency gain of the zero phase error tracking controller. The experimental results show better curve tracking accuracy by using the improved QFT controller.

    Study and Implementation on Gait Transition between Symmetrical Gaits in Quadruped
    Yu Lianqing,; Wu Changlin; Ma Shiping; Tao Weijun
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (5086KB) ( )  
    Related Articles | Metrics

    A new approach of timing sequence analysis on the general gaits in quadruped was presented. Eight variables were employed to describe a general gait in this approach. The timing sequence of placing and lifting each leg in a stride cycle was achieved. Gait transition between symmetrical gaits with the same duty factor could be completed in one stride cycle under constant speed, and the timing sequence of placing and lifting each leg in the transition gait was illustrated through an example. An experimental quadruped which had twelve joints was built to test the validity of the approach. The quadruped was driven according the timing sequence. The experimental results show that the approach of timing sequence is suitable for the analysis of the gait transition between symmetrical gaits in quadruped.

    Study on Cu Nano-fluid Preparation and Its Micro Flow Behavior
    Ling Zhiyong;Ding Jianning;Yang Jichang;Fan Zhen;Liu Yong
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (4950KB) ( )  
    Related Articles | Metrics

    A hybrid method with the dispersant and ultrasonic vibration was adopted to prepare Cu-water nano-fluid. Experimental results reveal that the particles in the nano-fluid can suspend stably for as long as 30~40 hours when the mass faction of Cu nano-particles is 1% or 2% and the dispersant of sodium dodecyl benzene sulfonate is of the same mass faction. Experimental research was carried out to study the flow performance of the pressure drived fluid in different micro pipes with the diameters of 25 mm and 50 mm and at different lengths. The results were compared with those of distilled water and theoretical calculated values. It is found that the volume flow is in linear relation to the pressure, but deviates from theoretical value, which is due to the size effect.

    Study on Electronic Nose Based on Biologic Olfaction
    Shi Zhibiao;Huang Shengquan;Fan Xuebing;Li Yang
    2007, 18(23):  0-2839. 
    Asbtract ( )   PDF (4066KB) ( )  
    Related Articles | Metrics

    The effect of the structure of biologic nasal cavity on olfaction was studied. Then a electronic nose nasal cavity system was developed which was equipped with sensor array and control devices. This system is able to actively control the rate of airflow and the concentration of the odorant molecules,thus enhances the olfactory sensitivity.A neural network algorithm for chaotic optimization of the olfaction of the bionic nasal cavity system was also proposed which makes the system approaching the biologic olfactory system closer.The electronic nose can be dynamically monitored by this system.

    Determined Element of Product Design Cognitive Strategies and Its Applications in Design
    Liu Zheng;Sun Shouqian
    2007, 18(23):  0-2812. 
    Asbtract ( )  
    Related Articles | Metrics
    An experimental studies of 16 designers’ activities in design prophase and an analysis on the design solutions were conducted so as to study the determined element of cognitive strategies. This paper concludes that: the preference of logic or intuition thinking determines the adoption of cognitive strategy. Both of problem driven and solution driven cognitive strategies are the indications of creative thinking. They have their own characteristics, which may not be compared. According to the design objects, we can adapt different strategies to optimize the design. We also can organize team by the cognitive strategies to improve the efficiency.
    Development Strategy Selection for Regional Manufacturing Industry——Guanzhong Manufacturing Area as Example
    Gong Juntao;Sun Linyan;Yang Hongjiao;Li Gang
    2007, 18(23):  0-2890. 
    Asbtract ( )   PDF (3799KB) ( )  
    Related Articles | Metrics

    The methodology of strategy selection for regional manufacturing development was brought out. Based on the methodology, the case of Guanzhong manufacturing area was taken. Analytic network process was introduced to integrate correlative information in the decision process. Two sub-networks were set up according to economical and social factors. Compared with other literatures about ANP, the application of multi-rules decision and synthesis of priority was emphasized. The results show that: in Guanzhong manufacturing area the priority of technology-intensive strategy, capital-intensive strategy and labor-intensive strategy descends orderly. But the priorities are different under different evaluation rules. Some relevant advices were given corresponding to different strategies.

    Research on Thermal Error Compensation Technique of Gear Hobbing Machine
    Guo Qianjian;Yang Jianguo;Li Yongxiang;Wang Xiushan
    2007, 18(23):  0-2812. 
    Asbtract ( )   PDF (784KB) ( )  
    Related Articles | Metrics

    Based on the synthetic analysis of thermal error source in gear hobbing machine and optimization of temperature sensor positions, this paper proposed a thermal error model of gear hobbing machine utilizing least squares method. Finally, the implementation method of hardware system of thermal error compensation was presented, and the system was tested using Y3150K hobbing machine. The experimental results show that the gear machining accuracy can be improved about 2 grades by thermal error compensation, and the effectiveness is very obvious.

    Calculation Method of Actual Speed Ratio with Cycloid Teeth Profile Cut by NC
    Meng Yunhong;Wu Changlin
    2007, 18(23):  0-2820. 
    Asbtract ( )   PDF (779KB) ( )  
    Related Articles | Metrics

    The calculation method of actual speed ratio and actual backlash between tooth profiles with cycloid tooth profile cut by NC was presented. Its corresponding calculation program was developed, and used to study actual change of transmission ratio during meshing process. The conclusion is drawn that actual speed ratio fluctuates during transmission, and transmission ratio is not monotonic function of the cutting step. The presented calculation method provides a theoretical basis for mechanical analysis on adjustable-angle mechanism work,and for improvement design of self locking performance of adjustable-angle mechanism,for selection of method of tooth profile modification as well.

    Integrated Method of Machining and Assembly Planning Based on JIT and Its Application
    Wang Yun;Tan Jianrong;Che Junhua
    2007, 18(23):  0-2824. 
    Asbtract ( )   PDF (5395KB) ( )  
    Related Articles | Metrics

    An integrated model of machining and assembly planning was constructed in order to deal with manufacturing in a JIT production system of MTO(manufacturing to order) enterprise for delivery just-in-time. Function objective of the proposed model was to guarantee the due dates of production. Restraint functions included machining capacity, assembly capacity, machining and assembly procedures restraints. Feasible planning can be set down considering these restraints. To build up two level mixed programming model, a hybrid heuristic algorithm based on genetic algorithm and heuristics rules was put forward. Integrated model was used in a shop of a MTO company. By decomposing manufacturing planning, due dates of each parts can be achieved by assembly planning and machining sequence of parts can be ascertained according to due dates of each parts.

    Model and Algorithm of JIT Purchasing with the Consideration of Transportation Cost
    Nie Lanshun;Xu Xiaofei;Zhan Dechen
    2007, 18(23):  0-2829. 
    Asbtract ( )   PDF (3521KB) ( )  
    Related Articles | Metrics

    This study developed a JIT lot-splitting model with the consideration of transportation cost in a manufacturing supply chain. To reduce the model’s complexity caused by the anomaly of actual freight rate, freight rate functions were used to estimate transportation cost and deduce models for truck-load and less-than-truck-load. Optimal order quantities of deduced models were equal. Solution of Truck-load model has lower delivery times per order and causes high inventory cost, while solution of less-than-truck-load model has higher delivery times per order and causes high transportation cost. Based on the facts above, this paper proposed an algorithm named JIT-Lot-Sp-Opt to search optimal delivery times per order. Experimentel results show that the model can guarantee the accuracy and performance of the decision without adding undue complexity and effort to the decision process.

    Fuzzy Programming Model for Optimal Design of Returned Logistics Network
    Di Weimin;Hu Pei
    2007, 18(23):  0-2839. 
    Asbtract ( )   PDF (3881KB) ( )  
    Related Articles | Metrics

    Considering design parameter’s fuzzy uncertainty, a fuzzy programming model was developed for optimal design of a single product, capacitated returned logistics network.The fuzzy programming model was transfered into a deterministic programming model by converting fuzzy constraints of the model to their respective crisp equivalents with the help of fuzzy subordination degree vactor.An effective calculation method to solve the deterministic programming model was presented by taking into account the returned logistics practical states, thus a good foundation for the fuzzy programming model’s sublimation and application was established. In addition, an example was presented to verify the feasibility or validity of the fuzzy programming model and its algorithm.

    Parameter Solving of Hydraulic Pressure Control System and System Simulation Analysis
    Kan Chao Kong Xiangdong Gao Yingjie
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (3213KB) ( )  
    Related Articles | Metrics

    The paper adopted a kind of Generic Algorithm(GA) which can solve the nonlinear equations to achieve the system parameters from the transfer function identified and constructed the open loop model of the system. By comparing the simulation results of the open loop and the actual testing curves of the system, the possibility of using GA to gain the system parameters of hydraulic servo system was proven. While, by analyzing the simulation results,the differences of identification methods are found on material testing machine’s proportional and servo pressure control systems.

    Multiple-single Inventory Cooperative Control Model and Simulation Research of Spare Parts under Restriction of Service Level
    Si Shubin Jia Dapeng Sun Shudong Wang Ning
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (3028KB) ( )  
    Related Articles | Metrics

    We set up a Multiple-single inventory cooperative control model structure of equipment’s spare parts which included three parts: one was a control centre; another was the supply group of equipment spare parts; the third was a client. We proposed a mathematical model and algorithm with the restriction of service level and the requirement of spare parts submit Poisson. The simulation shows the control model and algorithm is effective, the most important factor has been found through the analysis of sensitivity.

    Modelling and Simulation of Service Life of Mechanical Systems Undergoing Maintenance
    Huang Liangpei Yue Wenhui Liu Deshun Yin Xiyun
    2007, 18(23):  0-2843. 
    Asbtract ( )   PDF (4197KB) ( )  
    Related Articles | Metrics

    Based on the time-to-failure density function of parts, the average service life model of mechanical systems was constructed to track the change course of part service life for the mechanical systems that will be reassembled and maintained. By means of simulation of the life and replacement rate model, concerned parameters with mechanical systems service life were defined, it was discussed how the time-to-failure density function had influence on the service life for mechanical systems undergoing reassembly and maintenance. It is significant to estimate reliability and life-cycle costs of systems and to establish reasonable maintenance policies.

    Research on Intelligent Measurement and Control Method of 
    Interelectrode Gap of Electrochemical Machining(ECM)
    Wang Xi, Zhao Dongbiao Yun Naizhang
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (4008KB) ( )  
    Related Articles | Metrics

    The theoretical relationship between force on the surface of the cathode,which was led by the electrolyte,and the interelectrode gap of ECM was deduced.Then the force signals were gathered in the test and then signals treated,this data of force-gap can be used to train a BP neural network(NN), then the interelectrode gap can be predicted on line.A fuzzy controller was designed,of which the inputs were the force error and the change of force error which was transfered from the error of interelectrode gap by using another BP NN which was trained by the pair of the gap-force data gathered in the test, the output of controller was the increment of feed velocity.The simulation model based on the Simulink module of MATLAB was established.The fuzzy controller gives satisfactory performance 

    Automatically Rapid Recognition and Reverse Modeling of Stripe-feature Arrays
    Luo Xiaoye Wu Weiwei Shan Yan
    2007, 18(23):  0-2843. 
    Asbtract ( )   PDF (5553KB) ( )  
    Related Articles | Metrics

    Since the reflector with stripe-feature arrays has rigid precision and efficiency requirement, an automatically rapid recognition and reverse modeling method of stripe-feature arrays was proposed. By dealing the measured points with wave-filter method, the feature can be created more precisely and smoothly. The automation of reverse molding is realized and the efficiency is improved obviously.

    Design Calculation of Common Normal Line Length of Hy-Vo Silent Chain
    Sprocket
    Meng Fanzhong Li Chun Cheng Yabing
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (2231KB) ( )  
    Related Articles | Metrics

    Through transformation of parameters, the meshing design system among Hy-Vo silent chain, sprocket and hob was built up based on the research
    of the pitch increment and the equivalent apothem increment of the effects on the common normal line length when the Hy-Vo silent chain was wrapped around and located on the sprocket, with the proper meshing conditions
    of Hy-Vo silent chain and sprocket into consideration. The design method of common
    normal line length was put forward that can be used when the value of the sprocket pressure angle was equal or unequal to the value of the Hy-Vo chain plate pressure angle.
    Experimentals results show that this new design method is feasible. In addition, the calculation and amendment of common normal line length and the measuring teeth number was
    investigated for the sprocket with large negative modification coefficient, stub teeth and large fillet radius.

    An Adaptive Element-free Galerkin Model for Contact Problems
    Zhang Zheng Liu Geng Liu Tianxiang
    2007, 18(23):  0-2824. 
    Asbtract ( )   PDF (5443KB) ( )  
    Related Articles | Metrics

    An adaptive element-free Galerkin (EFG) model based on the gradient of strain energy for two-dimensional contact problems was implemented. A scheme based on the strain energy gradient was proposed, and a cell error estimation based on background cells was given. Strain energy gradient-based adaptive EFG program flowchart used to solve the 2-D contact problems was introduced. A local domain refinement technique and an adaptive algorithm which can change the size of influence domain with difference local nodal density were introduced. By applying the adaptive model, a rigid cylinder contacting with an elastic plane and a rough surface with a plane were analyzed by comparing with the theoretical solution and the uniformly refined nodes distributions solution. Proper parameters were chosen to solve the contact problems. The results show that the cost of the CPU time of adaptive model is only about 186% of that of the uniformly refined node calculation under the same conditions.

    Study on the Strain Measurement of Adjustable Cable of Large Antenna by Fiber Optic Sensors
    Wang Qingmin Yang Yaoen Liu Mingzhi Wang Juan
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (3252KB) ( )  
    Related Articles | Metrics

    The function relationship among strains aroused by outer stress, structure parameters (cavity length and gauge) and light wave change caused by the change of cavity of fiber optic Fabry-Perot (F-P) strain sensor was analyzed. The strain of body can be gained by monitoring the change of transmitting distance of light wave on condition that the structure parameters (initial cavity and gauge) were kept certain. Based on this theory, fiber optic Fabry-Perot (F-P) strain sensor can be applied to the strain measurement of vertical adjustable cable of large deployable antenna. An experiment was carried out to prove this theory comparing fiber optic F-P sensors with resistance strain gauge. Both of the results are almost identical, while the resistance strain gauge can not be applied to the space environment,and a new method to measure space strain is provided. 

    Application of Particle Swarm Optimization Using Simplex Method in Flatness Pattern Recognition
    Liu Jian Wang Yiqun Jiang Wanlu Ning Shurong
    2007, 18(23):  0-2824. 
    Asbtract ( )   PDF (3168KB) ( )  
    Related Articles | Metrics

    For improving flatness pattern recognition precision, particle swarm theory was used in flatness fuzzy pattern recognition to optimize the result of pattern recognition. Particle swarm theory, a global optimization algorithm, still has the shortage of easily getting into local optimal value for complex optimization problems, so a mixed algorithm of particle swarm using simplex method was presented. Combined good local searching characteristics of simplex method with good global searching characteristics of particle swarm, the convergence speed and the precision of flatness pattern recognition is improved effectively.

    Numerical Simulation of the Temperature Field on Laser Remelted Ni-Coating Oriented by Jet Electroforming
    Liu Zhidong Chen Yong Huang Yinhui He Jingbo Tian Zongjun
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (4283KB) ( )  
    Related Articles | Metrics

    Generally considering about the thermophysical performance parameters of the material and the heat reservoir of the laser, a rational numbered model of the laser remelted jet electroforming was build up by using finite element analysis software of ANSYS. With different laser processing parameters, the molten pool sectional dimension gained agrees with the molten pool sectional dimension in experiment by simulating the numerical value. It shows that the continuous moving laser remelted temperature field calculation model built is accurate. And the numerical simulation result gained can be used as the gist of the parameters choosing of laser processing technique.

    A Method of Getting Displacement Directly Using Standard Reticle and CCD
    Li Haihua Yang Liangen Wang Xuanze
    2007, 18(23):  0-2824. 
    Asbtract ( )   PDF (3133KB) ( )  
    Related Articles | Metrics

    A new method was put forward to get movement displacement directly when applying standard reticle to AC servo driving control system to carry on high precise orientation for a very small object. Adjusting the optical path until grating reticle image can be collected clearly by CCD. After analyzing and processing the grating reticle image collected by CCD, the mapping coefficient can be accurately calculated from grid size to pixels. Comparing the fore-and-aft two grating reticle images after the worktable moved. Adopting phase difference ratio arithmetic based on Lissajous figures,the phase difference of two images will be figured out. The displacement of the worktable can be further calculated by the mapping coefficient. The experimental result shows that this method can easily implement sub-pixel measurement in micro-electronics manufacture quickly.

    Automotive AMT Motor Speed Measurement Based on Filter Tracing
    Song Kaichen Xu Qiaorong Ye Lingyun Liu Xiaowei
    2007, 18(23):  0-2859. 
    Asbtract ( )   PDF (3059KB) ( )  
    Related Articles | Metrics

    Aiming at decreasing the period bias of the speed waveform in Automotive AMT Motor speed measurement,where current means of low cost speed measurements with Hall effect sensor were used,and on the basis of analyzing the main factors which affected the period bias of the speed waveform,a new means of speed measurement was introduced in which linear Hall effect sensors and a filter tracing method were used. This new means of speed measurement can abstract comparator’s voltage reference dynamically, and has more suitability for center bias and vibration of the measured gears, so the period bias of the speed waveform can be reduced largely. Meanwhile, new speed measurement devices based on this new means of speed measurement can achieve high precision and small volume with very low cost, which has been proved by product experiments.

    Research on Reform Program of Roll Shape in Skin Rolling Process of Super Thin Strip
    Bai Zhenhua Feng Xianzhang Jiang Yuefeng
    2007, 18(23):  0-2824. 
    Asbtract ( )   PDF (3046KB) ( )  
    Related Articles | Metrics

    Against the problem that the kiss between working roll ends ocurs easily and harmful contact between working roll and back-up roll in the skin rolling of thin-narrow strip, taking the 1220 temp mill of Thin Strip Co.Ltd of BaoSteel as subject investigated,on the basis of large quantity field experiments and theoretical study, a set of mathematic model about roll shape against the skin rolling of thin-narrow strip was put forward that was aimed at controlling the kiss between roller ends,conceling harmful contact zone and asuring mechanics characteristics and shape of strip quality. In addition, a set of modified scheme of roll shape of strip was put forward,the effectiveness was proved by comparison experiments of canonical specification products.Recently, this roll shape has been used as process specification on field and has obtained better effectiveness and has created greater economic returns.

    Nonparametric Modeling of Hydro-pneumatic Spring Based on Genetic Algorithm and Artifical Neural Network
    Li Wei Tong Junling
    2007, 18(23):  0-2897. 
    Asbtract ( )  
    Related Articles | Metrics

    Genetic algorithm(GA) was used to optimize the artifical neural network(ANN) model of hydro-pneumatic spring herein. With GA, the suboptimal weight matrices of the ANN model were firstly obtained,then the optimal weight matrices were farther achieved with back propagation algorithm(BPA). Thus, the shortcoming of plunging into local optimum of BPA was overcome. The results of the ANN model with GA and without GA show that GA can improve the precision of ANN obviously and the ANN model of hydro-pneumatic spring can preestimate the output characteristics of hydro-pneumatic spring reliably.