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Improved optimal steering law for SGCMG and adaptive attitude control of flexible spacecraft 被引量:3
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作者 Lu Wang Yu Guo +1 位作者 Liping Wu Qingwei Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第6期1268-1276,共9页
The issue of attitude maneuver of a flexible spacecraft is investigated with single gimbaled control moment gyroscopes (SGCMGs) as an actuator. To solve the inertia uncertainty of the system, an adaptive attitude co... The issue of attitude maneuver of a flexible spacecraft is investigated with single gimbaled control moment gyroscopes (SGCMGs) as an actuator. To solve the inertia uncertainty of the system, an adaptive attitude control algorithm is designed by applying a radial basis function (RBF) neural network. An improved steering law for SGCMGs is proposed to achieve the optimal out- put torque. It enables the SGCMGs not only to avoid singularity, but also to output more precise torque. In addition, global, uniform, ultimate bounded stability of the attitude control system is proved via the Lyapunov technique. Simulation results demonstrate the effectiveness of the new steering law and the algorithm of attitude maneuver of the flexible spacecraft. 展开更多
关键词 flexible spacecraft ADAPTIVE steering law attitudecontrol.
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H∞ control of novel active steering integrated with electric power steering function 被引量:8
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作者 ZHAO Wan-zhong LI Yi-jun +2 位作者 WANG Chun-yan ZHAO Ting GU Xiao-yue 《Journal of Central South University》 SCIE EI CAS 2013年第8期2151-2157,共7页
Based on the traditional active steering system, a novel active steering system integrated with electric power steering function was introduced, which can achieve the functions of both active steering and electric pow... Based on the traditional active steering system, a novel active steering system integrated with electric power steering function was introduced, which can achieve the functions of both active steering and electric power steering. In view of the interference from road random signal and sensor noise in the novel active steering system, the H∞ control model of the novel active steering system was built. With satisfying steering feel, good robust performance and steering stability being the control objectives, the H∞ controller for the novel active front steering (AFS) system was designed. The simulation results show that the novel AFS system with H∞ control strategy can attenuate the road interference quickly, and there is no resonance peak in the bode diagram. It can make the driver obtain more useful information in the low frequency range, and attenuate the road interference better in the high frequency range, thus the driver can get more satisfying road feeling. Therefore, the designed H∞ controller can synthesize the advantages of both robust performance and robust stability, and has certain contribution to the design of novel AFS system. 展开更多
关键词 vehicle engineering active steering electric power steering H∞ control
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Battlefield dynamic scanning and staring imaging system based on fast steering mirror 被引量:4
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作者 CHANG Tianqing WANG Quandong +2 位作者 ZHANG Lei HAO Na DAI Wenjun 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第1期37-56,共20页
This paper presents the design of an experimental battlefield dynamic scanning and staring imaging system based on a fast steering mirror(FSM), which is capable of real-time monitoring of hot targets and wide-area rec... This paper presents the design of an experimental battlefield dynamic scanning and staring imaging system based on a fast steering mirror(FSM), which is capable of real-time monitoring of hot targets and wide-area reconnaissance of hot regions. First,the working principle and working sequence of the FSM are briefly analyzed. The mathematical model of the FSM system is built by modeling its dynamic and electrical properties, and the rationality of the model is validated by means of model identification. Second,the influence of external sources of disturbance such as the carrier and moment on the control precision of the FSM is effectively suppressed by the jointly controlling of proportional integral(PI)and disturbance observer(DOB), thus realizing a high precision and strong robustness control of the FSM system. Then, this paper designs an experimental prototype and introduces a special optical structure to enable the infrared camera to share the FSM with the visible light camera. Finally, the influence of the velocity difference between the mirror of the FSM and the rotating platform on the imaging quality of the system is experimentally analyzed by using the image sharpness evaluation method based on point sharpness. A good dynamic scanning and staring imaging result is achieved when the velocity of these two components correspond. 展开更多
关键词 fast steering mirror (FSM) dynamic scanning and staring backscanning compensation DISTURBANCE OBSERVER (DOB) point sharpness.
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Integration optimization of novel electric power steering system based on quality engineering theory 被引量:4
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作者 赵万忠 赵婷 +3 位作者 李怿骏 王春燕 张宗强 段婷婷 《Journal of Central South University》 SCIE EI CAS 2013年第6期1519-1526,共8页
The dynamic model of a novel electric power steering (EPS) system integrated with active front steering function (the novel EPS system) is built. The concepts and quantitative expressions of the steering road feel... The dynamic model of a novel electric power steering (EPS) system integrated with active front steering function (the novel EPS system) is built. The concepts and quantitative expressions of the steering road feel, steering sensibility, and steering operation stability are introduced. Based on quality engineering theory, the optimization algorithm is proposed by integrating the Monte Carlo descriptive sampling, elitist non-dominated sorting genetic algorithm (NSGA-II) and 6-sigma design method. With the steering road feel and the steering portability as optimization targets, the system parameters are optimized by the proposed optimization algorithm. The simulation results show that the system optimized based on quality engineering theory can improve the steering road feel, guarantee steering stability and steering portability and thus provide a theoretical basis for the design and optimization of the novel electric power steering system. 展开更多
关键词 vehicle engineering electric power steering active front steering road feel genetic algorithm
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Multi-objective optimization of active steering system with force and displacement coupled control 被引量:4
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作者 赵万忠 孙培坤 +1 位作者 刘顺 林逸 《Journal of Central South University》 SCIE EI CAS 2012年第4期974-981,共8页
A novel active steering system with force and displacement coupled control(the novel AFS system) was introduced,which has functions of both the active steering and electric power steering.Based on the model of the nov... A novel active steering system with force and displacement coupled control(the novel AFS system) was introduced,which has functions of both the active steering and electric power steering.Based on the model of the novel AFS system and the vehicle three-degree of freedom system,the concept and quantitative formulas of the novel AFS system steering performance were proposed.The steering road feel and steering portability were set as the optimizing targets with the steering stability and steering portability as the constraint conditions.According to the features of constrained optimization of multi-variable function,a multi-variable genetic algorithm for the system parameter optimization was designed.The simulation results show that based on parametric optimization of the multi-objective genetic algorithm,the novel AFS system can improve the steering road feel,steering portability and steering stability,thus the optimization method can provide a theoretical basis for the design and optimization of the novel AFS system. 展开更多
关键词 vehicle engineering active steering electric power steering multi-objective genetic algorithm
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Dynamics of electromagnetic slip coupling for hydraulic power steering application and its energy-saving characteristics 被引量:2
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作者 唐斌 江浩斌 +2 位作者 徐哲 耿国庆 徐兴 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1994-2000,共7页
To improve high-speed road feel and enhance energetic efficiency of hydraulic power steering(HPS) system in heavy-duty vehicles, an electromagnetic slip coupling(ESC) was applied to the steering system, which regulate... To improve high-speed road feel and enhance energetic efficiency of hydraulic power steering(HPS) system in heavy-duty vehicles, an electromagnetic slip coupling(ESC) was applied to the steering system, which regulated discharge flow of steering pump to realize variable assist characteristic as well as uniquely transfer on-demand power from engine to steering pump. The model of ESC was established and the dynamic characteristics of ESC were presented by the way of simulation and experiment. Upon the layout of the assist characteristics, output torque of ESC was derived. Based on the ESC model, the output torque characteristics of ESC were simulated under steering situation and straight driving situation, respectively. The consistency of simulated ESC output torque and the one deduced from assist characteristics verifies the correctness of the ESC dynamic model. To illustrate energy saving characteristics of ESC-HPS, energy consumption comparison of ESC-HPS and conventional HPS was carried out qualitatively and quantitatively. It follows that the energy consumption of ESC-HPS decreases by 50% compared with that of HPS. 展开更多
关键词 heavy-duty vehicle hydraulic power steering system electromagnetic slip coupling DYNAMICS energy saving
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An improved LuGre model for calculating static steering torque of rubber tracked chassis 被引量:4
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作者 Kang Liang Qun-zhang Tu +4 位作者 Xin-min Shen Zhong-hang Fang Xuan Yang Yong Zhang Hui-yu Xiang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2022年第5期797-810,共14页
Tire and rubber track interchangeable chassis combines the advantages of tire and rubber track,which can greatly improve the maneuverability of military construction machinery.However,there is almost no effective calc... Tire and rubber track interchangeable chassis combines the advantages of tire and rubber track,which can greatly improve the maneuverability of military construction machinery.However,there is almost no effective calculation model for the real-time static steering torque.When the relative sliding speed is greater than 0.01 m/s,the influence of friction heating can not be ignored.An improved LuGre model is established to calculate the static real-time steering torque of tire and rubber track interchangeable chassis.Firstly,the friction heating model between rubber and ground is established.Combined with the influence of temperature on the dynamic performance of rubber material,the influence of friction heating on the stiffness and friction coefficient of rubber track is analyzed,and the improved LuGre friction model is established.The steering torque of tire and rubber track interchangeable chassis is affected by rubber material properties,steering speed,pavement type,and ambient temperature.Compared with the original Lu Gre model,the improved LuGre model captures the change in friction torque during multiple in-situ turns due to frictional heating.The error with the experimental data is small,which verifies the effectiveness of the improved LuGre model. 展开更多
关键词 Rubber track Static steering torque Friction model CHASSIS MANEUVERABILITY VEHICLE
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A Newly Developed Differential Steering Rubber-tracked Agriculture Tractor 被引量:1
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作者 YANG Wei min,LI Tiang shi (Institute of Mechanical Engineering,Xi’an Jiaotong University,Xi’an,PRC)JIA Hong she (YITUO Group technical center,Luoyang,PRC) 《Journal of Northeast Agricultural University(English Edition)》 CAS 2002年第1期68-74,共7页
This paper introduces a newly developed ag tractor.The differential steering system and rubber tracks are described in detail.
关键词 agriculture tractor differential steering rubber track HYDROSTATIC soil compation
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Performance optimization of electric power steering based on multi-objective genetic algorithm 被引量:2
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作者 赵万忠 王春燕 +1 位作者 于蕾艳 陈涛 《Journal of Central South University》 SCIE EI CAS 2013年第1期98-104,共7页
The vehicle model of the recirculating ball-type electric power steering (EPS) system for the pure electric bus was built. According to the features of constrained optimization for multi-variable function, a multi-obj... The vehicle model of the recirculating ball-type electric power steering (EPS) system for the pure electric bus was built. According to the features of constrained optimization for multi-variable function, a multi-objective genetic algorithm (GA) was designed. Based on the model of system, the quantitative formula of the road feel, sensitivity, and operation stability of the steering were induced. Considering the road feel and sensitivity of steering as optimization objectives, and the operation stability of steering as constraint, the multi-objective GA was proposed and the system parameters were optimized. The simulation results show that the system optimized by multi-objective genetic algorithm has better road feel, steering sensibility and steering stability. The energy of steering road feel after optimization is 1.44 times larger than the one before optimization, and the energy of portability after optimization is 0.4 times larger than the one before optimization. The ground test was conducted in order to verify the feasibility of simulation results, and it is shown that the pure electric bus equipped with the recirculating ball-type EPS system can provide better road feel and better steering portability for the drivers, thus the optimization methods can provide a theoretical basis for the design and optimization of the recirculating ball-type EPS system. 展开更多
关键词 vehicle engineering electric power steering multi-objective optimization genetic algorithm
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Dynamic characteristics of hydraulic power steering system with accumulator in load-haul-dump vehicle 被引量:3
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作者 杨忠炯 何清华 柳波 《Journal of Central South University of Technology》 2004年第4期451-456,共6页
Using hydraulic power steering system of model EIMCO 922 load-haul-dump vehicle as a simulation example, the dynamic characteristics of hydraulic power steering system in load-haul-dump vehicle were simulated and disc... Using hydraulic power steering system of model EIMCO 922 load-haul-dump vehicle as a simulation example, the dynamic characteristics of hydraulic power steering system in load-haul-dump vehicle were simulated and discussed with SIMULINK software and hydraulic control theory. The results show that the dynamic characteristics of hydraulic power steering system are improved obviously by using bladder accumulator, the hydraulic power steering system of model EIMCO 922 load-haul-dump vehicle generates vibration at the initial stage under the normal steering condition of pulse input, and its static response time is 0.25 s shorter than that without bladder accumulator. Under the normal steering working condition, the capacity of steering accumulator for absorbing pulse is directly proportional to the cross section area of connecting pipeline, and inversely proportional to the length of connecting pipeline. At the same time, the precharge pressure of nitrogen in steering accumulator should be 60%80% of the rated minimum working pressure of hydraulic power steering system. Under the abnormal steering working condition, the steering cylinder piston may obtain higher motion velocity, and the dynamic response velocity of hydraulic power steering system can be increased by reducing the pressure drop of hydraulic pipelines between the accumulator and steering cylinder and by increasing the rated pressure of hydraulic power steering system, but the dynamic characteristics of hydraulic power steering system in load-haul-dump vehicle have nothing to do with the precharge pressure of nitrogen in steering accumulator. 展开更多
关键词 load-haul-dump vehicle hydraulic power steering system ACCUMULATOR dynamic characteristics (simulation)
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Optimal design and applicability of electric power steering system for automotive platform 被引量:2
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作者 Abolfazl KHALKHALI Mohammad Hassan SHOJAEEFARD +1 位作者 Masoud DAHMARDEH Hadi SOTOUDEH 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第4期839-851,共13页
The ongoing need for better fuel economy and lower exhaust pollution of vehicles has increased the employment of electric power steering(EPS)in automotives.Optimal design of EPS for a product family reduces the develo... The ongoing need for better fuel economy and lower exhaust pollution of vehicles has increased the employment of electric power steering(EPS)in automotives.Optimal design of EPS for a product family reduces the development and fabrication costs significantly.In this paper,the TOPSIS method along with the NSGA-Ⅱis employed to find an optimum family of EPS for an automotive platform.A multi-objective optimization problem is defined considering road feel,steering portability,RMS of Ackerman error,and product family penalty function(PFPF)as the conflicting objective functions.The results for the single objective optimization problems and the ones for the multi-objective optimization problem,as well as two suggested trade-off design points are presented,compared and discussed.For the two suggested points,performance at one objective function is deteriorated by about 1%,while the commonality is increased by 20%–40%,which shows the effectiveness of the proposed method in first finding the non-dominated design points and then selecting the trade-off among the obtained points.The results indicate that the obtained trade-off points have superior performance within the product family with maximum number of common parts. 展开更多
关键词 product family optimization optimal platform design NSGA-Ⅱ TOPSIS electric power steering
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Analysis on vertical steering vibration of drum shearer cutting part 被引量:1
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作者 YANG Dao-long LI Jian-ping +1 位作者 WANG Yan-xiang JIANG Hong-xiang 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第11期2722-2732,共11页
The impact of the load on the shearer is mainly transmitted through cutting part.In this paper,in order to get the vertical steering vibration characteristics of the cutting part of the drum shearer,the working condit... The impact of the load on the shearer is mainly transmitted through cutting part.In this paper,in order to get the vertical steering vibration characteristics of the cutting part of the drum shearer,the working condition of coal mining machine is simplified.A simplified vertical steering model and the simplified vibration model of the whole cutting part of shearer are established.The vertical steering vibration process of the cutting unit is simplified into a single freedom and one forced vibration system under harmonic excitation.The dynamic response of the cutting part under sine excitation is obtained by using Matlab/Simulink for modeling and simulation.The influence of the support rigidity and damping of the high oil cylinder on the vertical steering vibration characteristics of the cutting part is analyzed.The results show that the damping of the cylinder can reduce the vibration of the system and the stability of the swing process of cutting the part is improved. 展开更多
关键词 drum shearer shearer cutting part vertical steering vibration MATLAB/SIMULINK
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Model-based design method of two-axis four-actuator fast steering mirror system 被引量:3
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作者 黑沫 张连超 +2 位作者 周擎坤 鲁亚飞 范大鹏 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期150-158,共9页
This work was focused on the model-based design method of two-axis four-actuator(TAFA) fast steering mirror system(FSM), in order to improve the design efficiency. The structure and operation principle commonality of ... This work was focused on the model-based design method of two-axis four-actuator(TAFA) fast steering mirror system(FSM), in order to improve the design efficiency. The structure and operation principle commonality of normal TAFA FSM were investigated. Based on the structure and the commonality, the conditions of single-axis idea, high-frequency resonance and coupling were modeled gradually. Combining these models, a holonomic system model was established to reflect and predict the performance of TAFA FSM. A model-based design method was proposed based on the holonomic system model. The design flow and design concept of the method were described. In accordance with the method, a TAFA FSM was designed. Simulations and experiments of the FSM were done, and the results of them were compared. The compared results indicate that the holonomic system model can well reflect and predict the performance of TAFA FSM. The bandwidth of TAFA FSM is more than 250 Hz; adjust time is less than 15 ms;overshoot is less than 8%; position accuracy is better than 10 μrad; the FSM prototype can satisfy the requirements. 展开更多
关键词 fast steering mirror system model-based design dynamic modeling
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Broadband beam steering for misaligned multi-mode OAM communication systems 被引量:2
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作者 TIAN Zhengjuan CHEN Rui +2 位作者 LONG Wenxuan ZHOU Hong MORETTI Marco 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第4期779-788,共10页
Orbital angular momentum(OAM)at radio frequency(RF)has attracted more and more attention as a novel approach of multiplexing a set of orthogonal OAM modes on the same frequency channel to achieve high spectral efficie... Orbital angular momentum(OAM)at radio frequency(RF)has attracted more and more attention as a novel approach of multiplexing a set of orthogonal OAM modes on the same frequency channel to achieve high spectral efficiency(SE).However,the precondition for maintaining the orthogonality among different OAM modes is perfect alignment of the transmit and receive uniform circular arrays(UCAs),which is difficult to be satisfied in practical wireless communication scenarios.Therefore,to achieve available multi-mode OAM broadband wireless communication,we first investigate the effect of oblique angles on the transmission performance of the multi-mode OAM broadband system in the non-parallel misalignment case.Then,we compare the UCA-based RF analog and baseband digital transceiver structures and corresponding beam steering schemes.Mathematical analysis and numerical simulations validate that the SE of the misaligned multi-mode OAM broadband system is quite low,while analog and digital beam steering(DBS)both can significantly improve the SE of the system.However,DBS can obtain higher SE than analog beam steering especially when the bandwidth and the number of array elements are large,which validates that the baseband digital transceiver with DBS is more suitable for multi-mode OAM broadband wireless communication systems in practice. 展开更多
关键词 orbital angular momentum(OAM) uniform circular array(UCA) broadband wireless communication MISALIGNMENT beam steering
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Cooperative game theory-based steering law design of a CMG system 被引量:1
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作者 HUA Bing NI Rui +2 位作者 ZHENG Mohong WU Yunhua CHEN Zhiming 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第1期185-196,共12页
Spacecraft require a large-angle manoeuvre when performing agile manoeuvring tasks, therefore a control moment gyroscope(CMG) is employed to provide a strong moment.However, the control of the CMG system easily falls ... Spacecraft require a large-angle manoeuvre when performing agile manoeuvring tasks, therefore a control moment gyroscope(CMG) is employed to provide a strong moment.However, the control of the CMG system easily falls into singularity, which renders the actuator unable to output the required moment. To solve the singularity problem of CMGs, the control law design of a CMG system based on a cooperative game is proposed. First, the cooperative game model is constructed according to the quadratic programming problem, and the cooperative strategy is constructed. When the strategy falls into singularity, the weighting coefficient is introduced to carry out the strategy game to achieve the optimal strategy. In theory, it is proven that the cooperative game manipulation law of the CMG system converges, the sum of the CMG frame angular velocities is minimized, the energy consumption is small, and there is no output torque error. Then, the CMG group system is simulated.When the CMG system is near the singular point, it can quickly escape the singularity. When the CMG system falls into the singularity, it can also escape the singularity. Considering the optimization of angular momentum and energy consumption, the feasibility of the CMG system steering law based on a cooperative game is proven. 展开更多
关键词 control moment gyroscopes(CMG) cooperative game theory steering laws
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Modeling and Kinematics Simulation of Hydro-mechanical Split Path Steering Device of Tracked Vehicle Based on CATIA
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作者 LI Wenzhe SUN Yong +1 位作者 FU Tianzhi ZHANG Hongqiong 《Journal of Northeast Agricultural University(English Edition)》 CAS 2008年第1期75-78,共4页
Based on the working principle of hydro-mechanical split path of tracked vehicle, a operating gear was developed which was controlled by steering wheel and match with transmission case. Then CATIA software was used to... Based on the working principle of hydro-mechanical split path of tracked vehicle, a operating gear was developed which was controlled by steering wheel and match with transmission case. Then CATIA software was used to build the three-dimensional model and carry out dynamic simulation of the mechanism. The result indicates that the design of the mechanism fulfills the request. 展开更多
关键词 tracked vehicle split path transmission steering MODELING kinematics simulation
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CG STEER旋转导向在长庆页岩油H100平台的应用 被引量:16
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作者 赵文庄 韦海防 杨赟 《钻采工艺》 CAS 北大核心 2021年第5期1-6,共6页
随着勘探开发的进一步发展,井数越来越多的大井丛平台已经成为页岩油开发的新模式,给钻井施工及后续作业提出了较高的要求与挑战。特别是在钻井施工中,大偏移距、长裸眼段、长水平段、高摩阻高扭矩等一系列问题,是钻井施工必须面对、且... 随着勘探开发的进一步发展,井数越来越多的大井丛平台已经成为页岩油开发的新模式,给钻井施工及后续作业提出了较高的要求与挑战。特别是在钻井施工中,大偏移距、长裸眼段、长水平段、高摩阻高扭矩等一系列问题,是钻井施工必须面对、且需要立即解决的技术问题,尤其是平台边缘井更为突出。文章根据旋转导向工具特点及平台地质条件、地质靶体要求,优化了井身剖面,优选了配套钻具组合、钻头、钻井液及钻井参数等,并在H100平台得到了成功应用,形成了一套页岩油大井丛平台集“剖面+工艺+工具+钻井液”于一体的旋转导向工具工艺技术,成功解决大偏移距井钻井过程中长裸眼段存在的高摩阻高扭矩等问题,为后期大井丛平台式开发提供技术支撑。 展开更多
关键词 CG steer旋导工具 大井丛平台 大偏移距 长水平段 长裸眼段
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基于模糊PID控制的拖拉机遥控转向系统研究 被引量:3
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作者 刘九庆 丁鹏 于文吉 《农机化研究》 北大核心 2025年第3期234-241,共8页
由于拖拉机实际作业环境较为恶劣,为保证驾驶员的安全,提出了一种拖拉机遥控转向系统的设计方案。首先,对拖拉机现有的液压转向系统进行了分析,并提出了遥控转向系统的结构设计和控制策略设计;然后,通过AMEsim和Simulink分别搭建了遥控... 由于拖拉机实际作业环境较为恶劣,为保证驾驶员的安全,提出了一种拖拉机遥控转向系统的设计方案。首先,对拖拉机现有的液压转向系统进行了分析,并提出了遥控转向系统的结构设计和控制策略设计;然后,通过AMEsim和Simulink分别搭建了遥控转向系统的液压部分模型和模糊PID控制器并进行了联合仿真实验。实验结果表明:设计的遥控转向系统能够实现拖拉机的转向,模糊PID控制器相对于常规PID控制器的控制效果更好,阶跃响应时间由1.49 s缩短到1.07 s,正弦跟踪响应最大误差由0.028 m缩短到0.015 m,抗干扰性也更强。 展开更多
关键词 拖拉机转向 遥控转向系统 模糊PID控制 联合仿真
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基于随机森林算法的智能转向系统故障诊断 被引量:1
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作者 马世典 戴永根 +2 位作者 江浩斌 唐斌 李傲雪 《江苏大学学报(自然科学版)》 北大核心 2025年第5期514-522,共9页
针对现有汽车转向系统故障诊断研究方法泛化性差和故障数据集存在缺陷的问题,提出一种基于随机森林(random forest,RF)算法的智能转向系统故障诊断方法.首先基于Simscape进行智能转向系统物理模型的搭建,与CarSim进行联合仿真,设置多种... 针对现有汽车转向系统故障诊断研究方法泛化性差和故障数据集存在缺陷的问题,提出一种基于随机森林(random forest,RF)算法的智能转向系统故障诊断方法.首先基于Simscape进行智能转向系统物理模型的搭建,与CarSim进行联合仿真,设置多种转向系统关键故障,并采集多种行驶工况下的故障样本来建立数据集.然后建立基于RF的故障诊断模型,对输入数据进行分类,实现智能转向系统的故障诊断,并与典型算法进行对比研究.最后搭建转向系统台架,采集不平衡样本来建立数据集,研究该方法的诊断效果.结果表明:使用RF算法对仿真故障数据集进行故障诊断,故障诊断准确率约为87.43%;试验验证中该方法故障诊断准确率高达99.93%,且具有较快的诊断速度和较好的泛化性能. 展开更多
关键词 智能转向系统 故障诊断 随机森林算法 Simscape物理模型 CarSim联合仿真
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光电系统中的自归零复合轴稳瞄系统 被引量:1
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作者 刘小强 牛帅旭 +5 位作者 杨修林 王虎 杨永安 张蕙菁 柳井莉 赵子淳 《兵工学报》 北大核心 2025年第1期346-353,共8页
针对传统复合轴稳瞄系统子轴运动范围较小、易积分饱和导致系统失效的问题,提出自归零复合轴稳瞄系统。在剖析传统复合轴稳瞄系统子轴易积分饱和致系统失效原由的基础上,提出主轴据强度函数随动子轴的自归零复合轴稳瞄系统,通过直观展... 针对传统复合轴稳瞄系统子轴运动范围较小、易积分饱和导致系统失效的问题,提出自归零复合轴稳瞄系统。在剖析传统复合轴稳瞄系统子轴易积分饱和致系统失效原由的基础上,提出主轴据强度函数随动子轴的自归零复合轴稳瞄系统,通过直观展示、理论分析及数学仿真软件仿真其在避免子轴积分饱和及增强系统抗扰特性方面的可行性及优势,并搭建试验平台开展试验验证。测试结果表明,在低频段,自归零复合轴稳瞄系统可在保证子轴扰动抑制能力的同时,大幅度增强系统的主轴扰动抑制能力,使主轴误差维持在较小值,避免子轴限位饱和。由此表明自归零复合轴稳瞄系统的可行性,及其在避免子轴限位饱和、维持系统稳定性方面的优势。 展开更多
关键词 光电系统 稳瞄系统 复合轴 自归零 快速反射镜
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