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基于改进神经网络PID算法的医用电子直线加速器温控系统研究 被引量:2
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作者 王建华 郭嘉泰 +4 位作者 袁小燕 荆彦峰 牛晓东 杨国珍 樊云飞 《中国医学物理学杂志》 CSCD 2011年第4期2784-2786,共3页
目的:探讨基于改进神经网络PID算法的医用电子直线加速器温控系统的实现。方法:针对医用电子直线加速器温度控制难题,提出了基于共轭梯度算法改进的BP神经网路PID控制算法,并在温度控制系统中进行了仿真。结果:该控制器能够实现较好控... 目的:探讨基于改进神经网络PID算法的医用电子直线加速器温控系统的实现。方法:针对医用电子直线加速器温度控制难题,提出了基于共轭梯度算法改进的BP神经网路PID控制算法,并在温度控制系统中进行了仿真。结果:该控制器能够实现较好控制效果。结论:利用共轭梯度算法改进的BP神经网路PID控制算法对医用电子直线加速器温度控制系统进行控制方法切实有效,简单可行。 展开更多
关键词 医用电子直线加速器 温控系统 共轭梯度算法(Conjugate Gradient Method) 误差反传(BP)神经网络 比例-积分-微分控制(PIDControl)
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Control strategy of disc braking systems for downward belt conveyors 被引量:2
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作者 Hou Youfu Xie Fangwei Huang Fei 《Mining Science and Technology》 EI CAS 2011年第4期491-494,共4页
Reliability of braking systems is a key requirement to ensure the safety of in using downward belt conveyor brakes. By analyzing and comparing three commonly used braking velocity curves, we conclude that the Harrison... Reliability of braking systems is a key requirement to ensure the safety of in using downward belt conveyor brakes. By analyzing and comparing three commonly used braking velocity curves, we conclude that the Harrison curve is the best. Given the characteristics of a downward belt conveyor, we studied the control in a closed-loop velocity, a conventional PID method and an optimal PID control method. We used MATLAB/Simulink to simulate the three control methods. Our simulation results show that opti- mal PID control is especially suitable for disc braking systems. To verif!/the results from theoretical anal- ysis and simulation, a multifunctional test-bed was developed to simulate the braking process of a disc brake system. Our experimental results demonstrate that the optimal PID control can make the output velocity to follow a preset velocity correctly with only small fluctuations, meeting the requirements of a flexible brake for a belt conveyor. 展开更多
关键词 Downward belt conveyorDisc braking systemHarrison velocity curve Optimal PIDControl strategy
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