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基于特征选择和电力视觉的太阳能电池板转动策略 被引量:2
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作者 于舜 侯荣旭 +3 位作者 郭朋伟 张聿博 夏炎 吴欣怡 《沈阳工业大学学报》 CAS 北大核心 2023年第3期336-341,共6页
针对现有太阳能电池板转动方式相关研究中,忽略转动能量损耗以及不能适应特殊天气变化的缺陷,提出了一种基于转动特征选择和电力视觉技术的太阳能电池板转动策略.该策略分析了能够影响转动的相关特征并进行特征选择,在此基础上采用RBF... 针对现有太阳能电池板转动方式相关研究中,忽略转动能量损耗以及不能适应特殊天气变化的缺陷,提出了一种基于转动特征选择和电力视觉技术的太阳能电池板转动策略.该策略分析了能够影响转动的相关特征并进行特征选择,在此基础上采用RBF网络训练相关参数确定特征权重,且提出了基于深度卷积神经网络的光照时长预测方法.实验结果表明,所提出的转动策略能够从整体上提高太阳能电池板的转动收益,并且能更好地适用于各类特殊天气的变化,通过与同类方法对比表明所提出的转动策略可以提升整体转动效率20%以上. 展开更多
关键词 太阳能电池板 转动策略 特征选择 电力视觉 转动损耗 光照时长 特殊天气 转动增益
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模糊PI控制器与干扰观测器相结合的空间柔性机械臂的转动控制策略 被引量:1
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作者 上官朝伟 李小彭 +1 位作者 李泉 尹猛 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2023年第12期4687-4698,共12页
为了减少外部干扰对空间柔性机械臂的系统误差,提高系统的控制精度,提出了一种模糊PI控制器与干扰观测器相结合的转动控制策略。首先,采用假设模态法和拉格朗日方法,建立了含有干扰力矩的空间柔性机械臂的初始动力学模型;其次,提出了分... 为了减少外部干扰对空间柔性机械臂的系统误差,提高系统的控制精度,提出了一种模糊PI控制器与干扰观测器相结合的转动控制策略。首先,采用假设模态法和拉格朗日方法,建立了含有干扰力矩的空间柔性机械臂的初始动力学模型;其次,提出了分别忽略二维变形和忽略非线性项的2种简化动力学模型,并通过仿真分析对比2种简化模型的建模精度;第三,基于极点配置方法和模糊规则设计了模糊PI控制器,并基于系统的名义模型设计了干扰观测器;最后,通过仿真分析和地面物理样机实验验证了该方法的有效性。研究结果表明:忽略非线性项的简化模型与初始模型具有相似的建模精度,极大地降低了计算难度,能够代替初始模型进行控制系统的设计;模糊PI控制器与干扰观测器相结合的转动控制策略能够实时调整控制器参数,观测并补偿干扰力矩引起的系统误差,有效提高系统的控制精度。 展开更多
关键词 空间柔性机械臂 转动控制策略 简化动力学模型 模糊PI控制器
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Control strategy for pneumatic rotary position servo systems based on feed forward compensation pole-placement self-tuning method 被引量:2
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作者 毛新涛 杨庆俊 +1 位作者 吴晋军 包钢 《Journal of Central South University》 SCIE EI CAS 2009年第4期608-613,共6页
The pneumatic rotary position system, in which an electro-pneumatic proportional flow valve controled a rotary cylinder, was studied, and its mathematical model was built. The model indicated that the controlled pneum... The pneumatic rotary position system, in which an electro-pneumatic proportional flow valve controled a rotary cylinder, was studied, and its mathematical model was built. The model indicated that the controlled pneumatic system had disadvantages such as inherent non-linearity and variations of system parameters with working points. In order to improve the dynamic performance of the system, feed forward compensation self-tuning pole-placement strategy was adopted to place the poles of the system in a desired position in real time, and a recursive least square method with fixed forgetting factors was also used in the parameter estimation. Experimental results show that the steady state error of the pneumatic rotary position system is within 3% and the identified system parameters can be converged in 5 s. Under different loads, the controlled system has an excellent tracking performance and robustness of anti-disturbance. 展开更多
关键词 pneumatic servo system adaptive control parameter identification POLE-PLACEMENT
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Active steering control strategy for articulated vehicles 被引量:7
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作者 Kyong-il KIM Hsin GUAN +2 位作者 Bo WANG Rui GUO Fan LIANG 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2016年第6期576-586,共11页
To improve maneuverability and stability of articulated vehicles, we design an active steering controller, including tractor and trailer controllers, based on linear quadratic regulator(LQR) theory. First, a three-deg... To improve maneuverability and stability of articulated vehicles, we design an active steering controller, including tractor and trailer controllers, based on linear quadratic regulator(LQR) theory. First, a three-degree-of-freedom(3-DOF) model of the tractor-trailer with steered trailer axles is built. The simulated annealing particle swarm optimization(SAPSO) algorithm is applied to identify the key parameters of the model under specified vehicle speed and steering wheel angle. Thus, the key parameters of the simplified model can be obtained according to the vehicle conditions using an online look-up table and interpolation. Simulation results show that vehicle parameter outputs of the simplified model and Truck Sim agree well, thus providing the ideal reference yaw rate for the controller. Then the active steering controller of the tractor and trailer based on LQR is designed to follow the desired yaw rate and minimize their side-slip angle of the center of gravity(CG) at the same time. Finally, simulation tests at both low speed and high speed are conducted based on the Truck Sim-Simulink program. The results show significant effects on the active steering controller on improving maneuverability at low speed and lateral stability at high speed for the articulated vehicle. The control strategy is applicable for steering not only along gentle curves but also along sharp curves. 展开更多
关键词 Articulated vehicle Sharp curve Lateral stability Linear quadratic regulator(LQR)
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