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Digital implementation of fractional order PID controller and its application 被引量:3
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作者 WangZhenbin WangZhenlei CaoGuangyi ZhuXinjian 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期116-122,共7页
A new discretization scheme is proposed for the design of a fractional order PID controller. In the design of a fractional order controller the interest is mainly focused on the s-domain, but there exists a difficult ... A new discretization scheme is proposed for the design of a fractional order PID controller. In the design of a fractional order controller the interest is mainly focused on the s-domain, but there exists a difficult problem in the s-domain that needs to be solved, i.e. how to calculate fractional derivatives and integrals efficiently and quickly. Our scheme adopts the time domain that is well suited for Z-transform analysis and digital implementation. The main idea of the scheme is based on the definition of Grünwald-Letnicov fractional calculus. In this case some limited terms of the definition are taken so that it is much easier and faster to calculate fractional derivatives and integrals in the time domain or z-domain without loss much of the precision. Its effectiveness is illustrated by discretization of half-order fractional differential and integral operators compared with that of the analytical scheme. An example of designing fractional order digital controllers is included for illustration, in which different fractional order PID controllers are designed for the control of a nonlinear dynamic system containing one of the four different kinds of nonlinear blocks: saturation, deadzone, hysteresis, and relay. 展开更多
关键词 fractional calculus fractional order piD controller discretization Z-transform nonlinear system.
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Using Fractional-order PI^λD^μ Controller for Control of Aerodynamic Missile 被引量:4
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作者 张邦楚 朱纪洪 +1 位作者 潘书山 王少锋 《Defence Technology(防务技术)》 SCIE EI CAS 2006年第2期127-131,共5页
A new type of PID controller is introduced and some properties are given. The novelty of the proposed controller consists in the extension of derivation and integration order from integer to non-integer order. The PI... A new type of PID controller is introduced and some properties are given. The novelty of the proposed controller consists in the extension of derivation and integration order from integer to non-integer order. The PIλDμ controller generally has three advantages when compared to the integerl-order controller: the first is that it has more degrees of freedom in the model; the second is that it has a memory in model,the memory insure the history and its impact to present and future,the third is it ensures the stability of missile. This approach provides a more flexible tuning strategy and therefore an easier achieving of control requirements. Flight dynamic model of an aerodynamic missile is taken into account in implementing the PIλDμ controller. Simulation results show that the PIλDμ controller is not sensitive to the changes of control parameters and the system parameters. Also,the controller has more flexible structure and stronger robustness. 展开更多
关键词 导弹 空气动力学 控制器 微积分
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Optimum Design of Fractional Order PID Controller for an AVR System Using an Improved Artificial Bee Colony Algorithm 被引量:15
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作者 ZHANG Dong-Li TANG Ying-Gan GUAN Xin-Ping 《自动化学报》 EI CSCD 北大核心 2014年第5期973-980,共8页
关键词 piD控制器 优化设计 VR系统 群算法 分数阶 工蜂 自动电压调节器 搜索范围
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Fractional order PID control for steer-by-wire system of emergency rescue vehicle based on genetic algorithm 被引量:8
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作者 XU Fei-xiang LIU Xin-hui +2 位作者 CHEN Wei ZHOU Chen CAO Bing-wei 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第9期2340-2353,共14页
Aiming at dealing with the difficulty for traditional emergency rescue vehicle(ECV)to enter into limited rescue scenes,the electro-hydraulic steer-by-wire(SBW)system is introduced to achieve the multi-mode steering of... Aiming at dealing with the difficulty for traditional emergency rescue vehicle(ECV)to enter into limited rescue scenes,the electro-hydraulic steer-by-wire(SBW)system is introduced to achieve the multi-mode steering of the ECV.The overall structure and mathematical model of the SBW system are described at length.The fractional order proportional-integral-derivative(FOPID)controller based on fractional calculus theory is designed to control the steering cylinder’s movement in SBW system.The anti-windup problem is considered in the FOPID controller design to reduce the bad influence of saturation.Five parameters of the FOPID controller are optimized using the genetic algorithm by maximizing the fitness function which involves integral of time by absolute value error(ITAE),peak overshoot,as well as settling time.The time-domain simulations are implemented to identify the performance of the raised FOPID controller.The simulation results indicate the presented FOPID controller possesses more effective control properties than classical proportional-integral-derivative(PID)controller on the part of transient response,tracking capability and robustness. 展开更多
关键词 steer-by-wire system emergency rescue vehicle fractional order proportional-integral-derivative(FOpiD)controller parameter optimization genetic algorithm
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Stabilizing controller design for nonlinear fractional order systems with time varying delays
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作者 AZIZI Abdollah FOROUZANFAR Mehdi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第3期681-689,共9页
To deal with stabilizing of nonlinear affine fractional order systems subject to time varying delays,two methods for finding an appropriate pseudo state feedback controller are discussed.In the first method,using the ... To deal with stabilizing of nonlinear affine fractional order systems subject to time varying delays,two methods for finding an appropriate pseudo state feedback controller are discussed.In the first method,using the Mittag-Lefler function,Laplace transform and Gronwall inequality,a linear stabilizing controller is derived,which uses the fractional order of the delayed system and the upper bound of system nonlinear functions.In the second method,at first a sufficient stability condition for the delayed system is given in the form of a simple linear matrix inequality(LMI)which can easily be solved.Then,on the basis of this result,a stabilizing pseudo-state feedback controller is designed in which the controller gain matrix is easily computed by solving an LMI in terms of delay bounds.Simulation results show the effectiveness of the proposed methods. 展开更多
关键词 fractional order nonlinear system time varying delay state feedback control linear matrix inequality(LMI) stabilizing
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Constrained sliding mode control of nonlinear fractional order input affine systems 被引量:1
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作者 TAHMINEH Vedadi Moghaddam SEYYED KAMALEDDIN Yadavar Nikravesh MOHAMMAD Azam Khosravi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第5期995-1006,共12页
Asymptotic stability of nonlinear fractional order affine systems with bounded inputs is dealt.The main contribution is to design a new bounded fractional order chattering free sliding mode controller in which the sys... Asymptotic stability of nonlinear fractional order affine systems with bounded inputs is dealt.The main contribution is to design a new bounded fractional order chattering free sliding mode controller in which the system states converge to the sliding surface at a determined finite time.To eliminate the chattering in the sliding mode and make the input controller bounded,hyperbolic tangent is used for designing the proposed fractional order sliding surface.Finally,the stability of the closed loop system using this bounded sliding mode controller is guaranteed by Lyapunov theory.A comparison with the integer order case is then presented and fractional order nonlinear polynomial systems are also studied as the special case.Finally,simulation results are provided to show the effectiveness of the designed controller. 展开更多
关键词 CONSTRAINED SLIDING mode control NONLINEAR fractionalorder SYSTEMS INPUT AFFINE SYSTEMS
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Satisfactory PI-P Controller Design for High-order Servo System
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作者 马建伟 郭治 吴钦 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第2期196-200,共5页
The paper presents an output feedback controller design method for high-order servo system with the constraints of multiple indices by using satisfactory control theory. The control strategy is to convert transfer-fun... The paper presents an output feedback controller design method for high-order servo system with the constraints of multiple indices by using satisfactory control theory. The control strategy is to convert transfer-function form of two-loop servo system into state-space form and assign the system poles in the specified region and H_∞ attenuation degree in the given range with the Riccati matrix inequality so that the closed-loop system has good dynamics and robust quality. A numeric example is given to show the effectiveness of the proposed approach. 展开更多
关键词 HIGH-order SERVO system satisfactory control pi-P controller RICCATI matrix inequality
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Research on controllability for a class of fractional-orderlinear control systems
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作者 ZengQingshan CaoGuangyi ZhuXinjian 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第2期376-381,共6页
The controllability for a class of fractional-order linear control systems is mainly investigated. The generalizations of the usual complete solution formulae of the fractional-order linear control systems are derived... The controllability for a class of fractional-order linear control systems is mainly investigated. The generalizations of the usual complete solution formulae of the fractional-order linear control systems are derived not only for time-invariant case but also for time-varying case. Several sufficient and necessary conditions for state controllability of such systems are established and the corresponding criteria for fractional-order time-invariant continuous-time systems are also obtained. The results obtained will be help for future study of fractional-order control systems. 展开更多
关键词 fractional calculus fractional-order linear control systems controllability.
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Robustness of iterative learning control for a class offractional-order linear continuous-time switched systems in the sense of L^p norm
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作者 ZHANG Kejun PENG Guohua 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2019年第4期783-791,共9页
For a class of fractional-order linear continuous-time switched systems specified by an arbitrary switching sequence,the performance of PDα-type fractional-order iterative learning control(FOILC)is discussed in the s... For a class of fractional-order linear continuous-time switched systems specified by an arbitrary switching sequence,the performance of PDα-type fractional-order iterative learning control(FOILC)is discussed in the sense of L^p norm.When the systems are disturbed by bounded external noises,robustness of the PDα-type algorithm is firstly analyzed in the iteration domain by taking advantage of the generalized Young inequality of convolution integral.Then,convergence of the algorithm is discussed for the systems without any external noise.The results demonstrate that,under some given conditions,both convergence and robustness can be guaranteed during the entire time interval.Simulations support the correctness of the theory. 展开更多
关键词 fractional-order switched systems iterative learning control L^p NORM
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交流调速系统模糊分数阶内模PID控制方法 被引量:2
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作者 赵志诚 杨亚腾 张井岗 《控制工程》 北大核心 2025年第1期86-91,共6页
针对高精度交流调速系统,将分数阶微积分理论、内模控制、模糊控制和比例积分微分(proportional integral differential,PID)控制相结合,提出了一种模糊分数阶内模PI-νDa+ν控制器。首先,考虑到分数阶微积分的优良特性,将其引入交流调... 针对高精度交流调速系统,将分数阶微积分理论、内模控制、模糊控制和比例积分微分(proportional integral differential,PID)控制相结合,提出了一种模糊分数阶内模PI-νDa+ν控制器。首先,考虑到分数阶微积分的优良特性,将其引入交流调速系统的内模PID控制器中,得到了一种分数阶内模PI-νDa+ν控制器,该控制器包含3个可调参数。然后,通过阶跃响应分析了控制器参数对系统性能的影响,并根据分析结果设计了模糊控制器,实现了控制器参数的智能整定,克服了分数阶控制器参数整定困难的不足。实验结果表明,模糊分数阶内模PI-νDa+ν控制器可以使系统具有良好的动态响应、扰动抑制特性和克服参数摄动的鲁棒性。 展开更多
关键词 分数阶 内模控制 模糊控制 交流调速系统
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一种新的直流调速系统分数阶内模PID控制方法 被引量:2
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作者 张宇 赵志诚 +1 位作者 刘宁 李明杰 《火力与指挥控制》 北大核心 2025年第3期56-61,70,共7页
针对直流调速系统,提出了一种新的基于内模控制的分数阶PID控制器设计方法。根据直流伺服电机的动态数学模型,将IMC与分数阶微积分相结合,设计了一种分数阶内模PID(FO-IMC-PID)控制器,与传统的分数阶PID控制器相比,所设计的仅包含3个可... 针对直流调速系统,提出了一种新的基于内模控制的分数阶PID控制器设计方法。根据直流伺服电机的动态数学模型,将IMC与分数阶微积分相结合,设计了一种分数阶内模PID(FO-IMC-PID)控制器,与传统的分数阶PID控制器相比,所设计的仅包含3个可调参数,有效地简化了控制器结构。另外,基于幅值准则、相位裕度和平相位等鲁棒性设计准则,建立了控制器参数与系统性能指标间的非线性方程组,并给出了控制器参数优化求解方法,仿真和实验结果验证了所提方法的有效性和优越性。 展开更多
关键词 分数阶piD控制器 直流调速系统 内模控制 鲁棒性
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高频驱动大功率电动式扬声器的分数阶PID控制
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作者 赵景玉 李志远 +3 位作者 赵弘毅 刘扬 张传营 卜凡亮 《科学技术与工程》 北大核心 2025年第25期10782-10791,共10页
针对高频电压驱动下大功率电动式扬声器控制精度不足的问题,设计了一种基于D分解方法的分数阶比例-积分-微分(proportion-integration-differentiation,PID)控制器,提出了一种高效的控制器参数整定策略,给出了一种新的模型参数误差对控... 针对高频电压驱动下大功率电动式扬声器控制精度不足的问题,设计了一种基于D分解方法的分数阶比例-积分-微分(proportion-integration-differentiation,PID)控制器,提出了一种高效的控制器参数整定策略,给出了一种新的模型参数误差对控制器鲁棒性影响的计算方法。将所设计的控制器应用于高频信号驱动的电动式扬声器模型进行测试。实验结果显示,与传统控制器相比,新设计的分数阶PID控制器在调节时间上减少了6.07 ms,在峰值时间上减少了1.03 ms,稳态相对误差降低了0.5675%。此外,控制系统的鲁棒性显著提高,只保留一个敏感频率点,并且鲁棒性界的极小值提升了9.06‰。这些改进显著提升了电动式扬声器的控制效果,为大功率高频驱动设备的控制提供了新的解决方案。 展开更多
关键词 大功率电动式扬声器 分数阶piD控制器 D分解方法 控制器鲁棒性界
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基于Ziegler-Nichols整定规则的分数阶PID^(μ)控制器
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作者 唐鸣政 李创 唐荣年 《控制工程》 北大核心 2025年第9期1548-1555,共8页
为了降低分数阶PID控制器的设计难度,并解决其自整定问题,提出了一种简单有效的自整定分数阶PID^(μ)控制器。首先,根据Ziegler-Nichols型PID控制器的整定公式计算出开环系统幅相曲线的约束点坐标;然后,令PID^(μ)控制系统的幅相曲线穿... 为了降低分数阶PID控制器的设计难度,并解决其自整定问题,提出了一种简单有效的自整定分数阶PID^(μ)控制器。首先,根据Ziegler-Nichols型PID控制器的整定公式计算出开环系统幅相曲线的约束点坐标;然后,令PID^(μ)控制系统的幅相曲线穿越相同的约束点,从而建立方程组,求解出PID^(μ)控制器的各个参数;最后,整理出一张PID^(μ)控制器的整定公式表,并设计出一个图形用户界面,方便进行工程应用与人机交互。仿真实验的结果表明,PID^(μ)控制器具有调节时间短、超调量小、抗干扰能力强和足够简单有效等特点。 展开更多
关键词 分数阶控制器 Ziegler-Nichols法 自整定 图形用户界面
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Damping controller design based on FO-PID-EMA in VSC HVDC system to improve stability of hybrid power system 被引量:2
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作者 Nima SHAFAGHATIAN Arvin KIANI +2 位作者 Naser TAHERI Zahra RAHIMKHANI Seyyed Saeed MASOUMI 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第2期403-417,共15页
Wind energy sources have different structures and functions from conventional power plants in the power system.These resources can affect the exchange of active and reactive power of the network.Therefore,power system... Wind energy sources have different structures and functions from conventional power plants in the power system.These resources can affect the exchange of active and reactive power of the network.Therefore,power system stability will be affected by the performance of wind power plants,especially in the event of a fault.In this paper,the improvement of the dynamic stability in power system equipped by wind farm is examined through the supplementary controller design in the high voltage direct current(HVDC)based on voltage source converter(VSC)transmission system.In this regard,impacts of the VSC HVDC system and wind farm on the improvement of system stability are considered.Also,an algorithm based on controllability(observability)concept is proposed to select most appropriate and effective coupling between inputs-outputs(IO)signals of system in different work conditions.The selected coupling is used to apply damping controller signal.Finally,a fractional order PID controller(FO-PID)based on exchange market algorithm(EMA)is designed as damping controller.The analysis of the results shows that the wind farm does not directly contribute to the improvement of the dynamic stability of power system.However,it can increase the controllability of the oscillatory mode and improve the performance of the supplementary controller. 展开更多
关键词 hybrid power system high voltage direct current based on voltage source converter(VSC HVDC) fractional order piD(FO-piD)damping controller exchange market algorithm
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相关噪声激励下含时滞分数阶PID控制器系统的稳定性和随机分岔
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作者 王慧男 张建刚 王芳 《华中师范大学学报(自然科学版)》 北大核心 2025年第1期125-134,共10页
该文研究了相关白噪声激励下,含时滞分数阶PID控制器广义DVP系统的稳定性和随机分岔问题.根据均方最小误差原理得到时滞分数阶PID控制器的近似表达式,从而将系统转化为等价的整数阶系统.依据奇异边界理论和动态系统不变测度的Lyapunov... 该文研究了相关白噪声激励下,含时滞分数阶PID控制器广义DVP系统的稳定性和随机分岔问题.根据均方最小误差原理得到时滞分数阶PID控制器的近似表达式,从而将系统转化为等价的整数阶系统.依据奇异边界理论和动态系统不变测度的Lyapunov指数分析了系统的稳定性及随机D-分岔行为.利用随机平均法求得系统幅值的稳态概率密度函数,并分析含时滞分数阶PID控制器分数阶积分数、分数阶微分数、时滞以及噪声相关系数对系统发生随机P-分岔的影响,结合Matlab发现,改变其分数阶积分数、分数阶微分数和时滞均会导致系统发生随机P-分岔,而噪声相关系数则不会导致系统发生随机P-分岔. 展开更多
关键词 随机P-分岔 时滞分数阶piD控制器 相关噪声 随机平均法 广义DVP系统
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基于Bode图解法的改进频域框架分数阶PI控制器设计方法 被引量:1
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作者 邵克勇 刘洋 +2 位作者 孙辰俊 夏文静 朱玉洁 《东北石油大学学报》 北大核心 2024年第6期109-116,I0008,共9页
为了有效减少求解分数阶PI控制器参数的计算量,基于Bode图解法,提出一种改进频域框架分数阶PI控制器设计方法。将改进频域框架法引入中频段,求取改进频域框架法的三角形面积最小;根据截止频率、相角穿越频率约束公式,确定改进频域框架范... 为了有效减少求解分数阶PI控制器参数的计算量,基于Bode图解法,提出一种改进频域框架分数阶PI控制器设计方法。将改进频域框架法引入中频段,求取改进频域框架法的三角形面积最小;根据截止频率、相角穿越频率约束公式,确定改进频域框架范围;考虑多种约束条件,引入拉格朗日乘数方程,计算比例系数和积分系数,求取在某一改进频域框架内的最优比例系数和积分系数;通过仿真算例验证设计方法的可行性与有效性。结果表明:改进频域框架分数阶PI控制器设计满足系统的稳定性要求,有较好的鲁棒性。该设计方法具有计算简单、精确度高和取值范围直观等优点。 展开更多
关键词 分数阶 pi控制器 Bode图解法 最优控制 频域框架
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基于非线性动态重心粒子群优化的分数阶PI^(λ)D^(μ)控制器设计
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作者 王仁明 刘闻仲 +2 位作者 鲍刚 张铭锐 杨婕 《控制工程》 CSCD 北大核心 2024年第6期1067-1074,共8页
针对现有Oustaloup滤波器拟合精度不佳、结构复杂的缺点,提出了最优精简Oustaloup滤波器。针对粒子群优化算法整定分数阶PI^(λ)D^(μ)控制器参数时学习能力不充分、迭代收敛乏力的问题,提出了一种改进的粒子群优化算法。该算法设计了... 针对现有Oustaloup滤波器拟合精度不佳、结构复杂的缺点,提出了最优精简Oustaloup滤波器。针对粒子群优化算法整定分数阶PI^(λ)D^(μ)控制器参数时学习能力不充分、迭代收敛乏力的问题,提出了一种改进的粒子群优化算法。该算法设计了双异步非线性动态学习因子,以提高粒子的思考能力与信息共享能力,并增加了粒子群质量重心项,用以加速收敛过程。将改进的算法结合最优精简Oustaloup滤波器应用于分数阶PI^(λ)D^(μ)控制器的设计过程,选取了2个分数阶系统模型进行仿真验证。结果表明,改进的算法收敛速度更快且不易陷入局部最优,所设计的控制系统超调量更小、调节时间更短、稳态误差更小,提高了系统的抗干扰能力。 展开更多
关键词 分数阶pi^(λ)D^(μ) 粒子群优化算法 Oustaloup滤波器 参数整定
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无刷直流电机短反馈分数阶PID滑模的优化控制 被引量:3
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作者 郭志坚 于少娟 《兵器装备工程学报》 CAS CSCD 北大核心 2024年第9期291-299,共9页
针对无刷直流电机(BLDCM)的非线性、强耦合、多变量及参数时变等特性,导致其调速系统的控制性能欠佳的问题,提出了一种灰色预测短反馈分数阶PID滑模优化控制算法。引入内分泌激素调节中的超短反馈算法构成系统双层反馈机制,补偿自身的... 针对无刷直流电机(BLDCM)的非线性、强耦合、多变量及参数时变等特性,导致其调速系统的控制性能欠佳的问题,提出了一种灰色预测短反馈分数阶PID滑模优化控制算法。引入内分泌激素调节中的超短反馈算法构成系统双层反馈机制,补偿自身的输出信号;系统反馈环节,引入GM(1,1)模型灰色预测,用灰色预测值取代测量值进行超前控制运算。针对分数阶PID型滑模趋近律参数,采用了一种改进蜣螂优化算法进行寻优,实现更加精确的控制。仿真模拟对比实验结果表明,经蜣螂算法优化的灰色预测短反馈分数阶PID滑模控制下的无刷直流电机调速控制系统,具有比常规PID控制更出色的响应速度、控制精度和鲁棒性等性能。 展开更多
关键词 无刷直流电机 灰色预测 分数阶控制 滑模控制 超短反馈算法 改进蜣螂算法
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基于改进麻雀搜索算法分数阶PI的PMSM调速策略 被引量:4
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作者 刘维莎 石荣亮 +1 位作者 周其锋 钟志贤 《电子测量技术》 北大核心 2024年第11期78-85,共8页
永磁同步电机调速系统采用传统比例积分双闭环控制结构存在抗扰性能差与响应速度慢的问题。为此,文中在建立PMSM数学模型和分析传统PI参数设计方法的基础上,提出一种基于改进麻雀搜索算法分数阶比例积分的PMSM调速优化策略,通过在常规SS... 永磁同步电机调速系统采用传统比例积分双闭环控制结构存在抗扰性能差与响应速度慢的问题。为此,文中在建立PMSM数学模型和分析传统PI参数设计方法的基础上,提出一种基于改进麻雀搜索算法分数阶比例积分的PMSM调速优化策略,通过在常规SSA中引入佳点集初始化策略和黄金正弦更新策略,解决了SSA易陷入局部最优的问题,提高了收敛速度和精度,以进一步改善PMSM调速系统的响应性能。最后通过MATLAB仿真对比结果可知,所述ISSA-FOPI调速改进策略在4种工况下具有最短的调节时间分别为1.2、0.9、9.9与12.1 ms,和最小的超调量分别为0.16%、0.16%、0.05%与0.6%,这充分体现了所述策略的有效性与优越性。 展开更多
关键词 永磁同步电机 改进麻雀搜索算法 分数阶pi 调速优化策略 佳点集 黄金正弦策略
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基于分数阶PID的宏微复合驱动器宏动控制策略
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作者 喻曹丰 魏益军 +3 位作者 郑爽 杨坤 陶雪枫 肖志豪 《组合机床与自动化加工技术》 北大核心 2024年第3期92-95,共4页
针对宏微复合驱动器控制系统中存在定位误差大和调节时间长的问题,提出了一种基于次最优分数阶PID的控制策略。简述了宏微复合驱动器结构及工作原理,并基于电磁驱动原理建立了宏动部分数学模型;设计了分数阶PID控制器,并采用遗传算法和... 针对宏微复合驱动器控制系统中存在定位误差大和调节时间长的问题,提出了一种基于次最优分数阶PID的控制策略。简述了宏微复合驱动器结构及工作原理,并基于电磁驱动原理建立了宏动部分数学模型;设计了分数阶PID控制器,并采用遗传算法和次最优的方法对控制器进行参数整定;通过数值仿真和实验验证了分数阶PID控制器的有效性。结果显示,采用分数阶PID控制器相较于传统PID控制器在5 mm以及更大定位行程中位移超调量下降超过57%,调节时间减少超过24%,且行程越大驱动器采用分数阶PID控制器控制效果越明显。研究结果表明,分数阶PID控制器在宏微复合驱动器宏动系统中的控制效果明显优于传统PID控制器。 展开更多
关键词 宏微复合驱动器 遗传算法 分数阶piD控制器 音圈电机
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