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Design and implementation of disturbance sliding mode observer for enhancing the dynamic control precision of inertial stabilization platform
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作者 ZHANG Zhidong YANG Gongliu +2 位作者 CAI Qingzhong FAN Jing LI Tao 《Journal of Systems Engineering and Electronics》 2025年第3期791-802,共12页
In order to enhance the dynamic control precision of inertial stabilization platform(ISP),a disturbance sliding mode observer(DSMO)is proposed in this paper suppressing disturbance torques inherent within the system.T... In order to enhance the dynamic control precision of inertial stabilization platform(ISP),a disturbance sliding mode observer(DSMO)is proposed in this paper suppressing disturbance torques inherent within the system.The control accuracy of ISP is fundamentally circumscribed by various disturbance torques in rotating shaft.Therefore,a dynamic model of ISP incorporating composite perturbations is established with regard to the stabilization of axis in the inertial reference frame.Subsequently,an online estimator for control loop uncertainties based on the sliding mode control algorithm is designed to estimate the aggregate disturbances of various parameters uncertainties and other unmodeled disturbances that cannot be accurately calibrated.Finally,the proposed DSMO is integrated into a classical proportional-integral-derivative(PID)control scheme,utilizing feedforward approach to compensate the composite disturbance in the control loop online.The effectiveness of the proposed disturbance observer is validated through simulation and hardware experimentation,demonstrating a significant improvement in the dynamic control performance and robustness of the classical PID controller extensively utilized in the field of engineering. 展开更多
关键词 inertial stabilization platform disturbance suppression sliding mode observer robust control
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Design of integral sliding mode guidance law based on disturbance observer 被引量:2
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作者 ZHOU Jianping ZHANG Wenjie +2 位作者 ZHOU Hang LI Qiang XIA Qunli 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2024年第1期186-194,共9页
With the increasing precision of guidance,the impact of autopilot dynamic characteristics and target maneuvering abilities on precision guidance is becoming more and more significant.In order to reduce or even elimina... With the increasing precision of guidance,the impact of autopilot dynamic characteristics and target maneuvering abilities on precision guidance is becoming more and more significant.In order to reduce or even eliminate the autopilot dynamic operation and the target maneuvering influence,this paper suggests a guidance system model involving a novel integral sliding mode guidance law(ISMGL).The method utilizes the dynamic characteristics and the impact angle,combined with a sliding mode surface scheme that includes the desired line-ofsight angle,line-of-sight angular rate,and second-order differential of the angular line-of-sight.At the same time,the evaluation scenario considere the target maneuvering in the system as the external disturbance,and the non-homogeneous disturbance observer estimate the target maneuvering as a compensation of the guidance command.The proposed system’s stability is proven based on the Lyapunov stability criterion.The simulations reveale that ISMGL effectively intercepted large maneuvering targets and present a smaller miss-distance compared with traditional linear sliding mode guidance laws and trajectory shaping guidance laws.Furthermore,ISMGL has a more accurate impact angle and fast convergence speed. 展开更多
关键词 disturbance observer pilot dynamics integral sliding mode impact angle constraint maneuvering target
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Disturbance observer based time-varying sliding mode control for uncertain mechanical system 被引量:12
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作者 Binglong Cong Xiangdong Liu Zhen Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第1期108-118,共11页
It is now well known that the time-varying sliding mode control (TVSMC) is characterized by its global robustness against matched model uncertainties and disturbances. The accurate tracking problem of the mechanical... It is now well known that the time-varying sliding mode control (TVSMC) is characterized by its global robustness against matched model uncertainties and disturbances. The accurate tracking problem of the mechanical system in the presence of the parametric uncertainty and external disturbance is addressed in the TVSMC framework. Firstly, an exponential TVSMC algorithm is designed and the main features are analyzed. Especially, the control parameter is obtained by solving an optimal problem. Subsequently, the global chattering problem in TVSMC is considered. To reduce the static error resulting from the continuous TVSMC algorithm, a disturbance observer based time-varying sliding mode control (DOTVSMC) algorithm is presented. The detailed design principle and the stability of the closed-loop system under the composite controller are provided. Simulation results verify the effectiveness of the proposed algorithm. 展开更多
关键词 mechanical system time-varying sliding mode control (TVSMC) global sliding phase global chattering disturbance observer.
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Disturbance observer based position tracking of electro-hydraulic actuator 被引量:4
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作者 国凯 魏建华 田启岩 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第6期2158-2165,共8页
A nonlinear controller based on an extended second-order disturbance observer is presented to track desired position for an electro-hydraulic single-rod actuator in the presence of both external disturbances and param... A nonlinear controller based on an extended second-order disturbance observer is presented to track desired position for an electro-hydraulic single-rod actuator in the presence of both external disturbances and parameter uncertainties. The proposed extended second-order disturbance observer deals with not only the external perturbations, but also parameter uncertainties which are commonly regarded as lumped disturbances in previous researches. Besides, the outer position tracking loop is designed with cylinder load pressure as output; and the inner pressure control loop provides the hydraulic actuator the characteristic of a force generator. The stability of the closed-loop system is provided based on Lyapunov theory. The performance of the controller is verified through simulations and experiments. The results demonstrate that the proposed nonlinear position tracking controller, together with the extended second-order disturbance observer, gives an excellent tracking performance in the presence of parameter uncertainties and external disturbance. 展开更多
关键词 electro-hydraulic system single-rod actuator disturbance observer external disturbance parameter uncertainty
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Robust bounded control for uncertain flight dynamics using disturbance observer 被引量:1
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作者 Mou Chen Bin Jiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第4期640-647,共8页
The robust bounded flight control scheme is developed for the uncertain longitudinal flight dynamics of the fighter with control input saturation invoking the backstepping technique. To enhance the disturbance rejecti... The robust bounded flight control scheme is developed for the uncertain longitudinal flight dynamics of the fighter with control input saturation invoking the backstepping technique. To enhance the disturbance rejection ability of the robust flight control for fighters, the sliding mode disturbance observer is designed to estimate the compounded disturbance including the unknown external disturbance and the effect of the control input saturation. Based on the backstepping technique and the compounded disturbance estimated output, the robust bounded flight control scheme is proposed for the fighter with the unknown external disturbance and the control input saturation. The closed-loop system stability under the developed robust bounded flight control scheme is rigorously proved using the Lyapunov method and the uniformly asymptotical convergences of all closed-loop signals are guaranteed. Finally, simulation results are presented to show the effectiveness of the proposed robust bounded flight control scheme for the uncertain longitudinal flight dynamics of the fighter. 展开更多
关键词 flight dynamics bounded control robust control backstepping control disturbance observer.
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Design of Luenberger function observer with disturbance decoupling for matrix second-order linear systems-a parametric approach 被引量:1
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作者 Wu Yunli Duan Guangren 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期156-162,共7页
A simple method for disturbance decoupling for matrix second-order linear systems is proposed directly in matrix second-order framework via Luenberger function observers based on complete parametric eigenstructure ass... A simple method for disturbance decoupling for matrix second-order linear systems is proposed directly in matrix second-order framework via Luenberger function observers based on complete parametric eigenstructure assignment. By introducing the H2 norm of the transfer function from disturbance to estimation error, sufficient and necessary conditions for disturbance decoupling in matrix second-order linear systems are established and are arranged into constraints on the design parameters via Luenberger function observers in terms of the closed-loop eigenvalues and the group of design parameters provided by the eigenstructure assignment approach. Therefore, the disturbance decoupling problem is converted into an eigenstructure assignment problem with extra parameter constraints. A simple example is investigated to show the effect and simplicity of the approach. 展开更多
关键词 matrix second-order linear systems Luenberger function observers eigenstructure assignment disturbance decoupling
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Nonlinear cascade control of single-rod pneumatic actuator based on an extended disturbance observer 被引量:1
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作者 LI Ai-min MENG De-yuan +1 位作者 LU Bo LI Qing-yang 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第6期1637-1648,共12页
Precise position tracking control of the single-rod pneumatic actuator is considered and a nonlinear cascade controller is developed.The proposed controller comprises an extended disturbance observer(EDOB)and a nonlin... Precise position tracking control of the single-rod pneumatic actuator is considered and a nonlinear cascade controller is developed.The proposed controller comprises an extended disturbance observer(EDOB)and a nonlinear robust control law synthesized by the backstepping method.The EDOB is designed to estimate not only the influence of disturbances but also the parameter uncertainties.With the use of parameter and disturbance estimates,the nonlinear cascade controller,which consists of an outer position tracking loop and an inner load pressure loop,is further designed to attenuate the effects of parameter and disturbance estimation errors.The stability of the closed-loop system is proven by means of Lyapunov theory.Extensive comparative experimental results obtained verify the effectiveness of the proposed nonlinear cascade controller and its performance robustness to parameter and external disturbance variations in practical implementation. 展开更多
关键词 electro-pneumatic servo system extended disturbance observer cascade control robust control position tracking
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Disturbance observer based finite-time coordinated attitude tracking control for spacecraft on SO(3) 被引量:1
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作者 SHI Zhen XIE Yaen +3 位作者 DENG Chengchen ZHAO Kun HE Yushan HAO Yong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第6期1274-1285,共12页
To solve the problem of attitude synchronization control for spacecraft formation flying(SFF)suffering from external disturbances under a directed communication topology,a sliding mode disturbance observer(SMDO)based ... To solve the problem of attitude synchronization control for spacecraft formation flying(SFF)suffering from external disturbances under a directed communication topology,a sliding mode disturbance observer(SMDO)based on the finite-time control strategy is developed to observe the time-varying external disturbance via estimating the upper bound of its first derivative.Meanwhile,the rotation matrix is employed to describe the attitude of SFF for the purpose of the avoidance of singularity and unwinding phenomenon.As for the attitude synchronization and the tracking control architecture,a sliding mode surface(SMS)is given such that the control objective can be achieved.The effectiveness and the validity of the proposed method are elaborated via theoretical analysis and numerical simulations. 展开更多
关键词 coordinated attitude control disturbance observer rotation matrix attitude synchronization control
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Observer design for matrix second order linear systems with uncertain disturbance input-a parametric approach
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作者 Wu Yunli Li Zhibin Duan Cruangren 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第4期811-816,823,共7页
A simple parametric approach to design a full-order observer for matrix second-order linear systems with uncertain disturbance input in the matrixsecond-order framework is proposed. The basic idea is to minimize the H... A simple parametric approach to design a full-order observer for matrix second-order linear systems with uncertain disturbance input in the matrixsecond-order framework is proposed. The basic idea is to minimize the H2 norm of the transfer function from disturbance to estimation error using the design degrees of freedom provided by a parametric approach in the observer design. Besides the design parameters, the eigenvalues of the closed-loop system are also optimized within desired regions on the left-half of the complex plane. Using the proposed approach, additional specifications can be easily achieved. A spring-mass system is using to show the effect of the proposed approaches. 展开更多
关键词 linear systems uncertain disturbance input observers parametric approach optimization.
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Disturbance rejection control for Raymond mill grinding system based on disturbance observer
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作者 牛丹 陈夕松 +1 位作者 杨俊 周杏鹏 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第9期2019-2027,共9页
In the Raymond mill grinding processes,high-accuracy control for the current of Raymond mill is vital to enhance the product quality and production efficiency as well as cut down the consumption of spare parts.However... In the Raymond mill grinding processes,high-accuracy control for the current of Raymond mill is vital to enhance the product quality and production efficiency as well as cut down the consumption of spare parts.However,strong external disturbances,such as variations of ore hardness and ore size,always exist.It is not easy to make the current of Raymond mill constant due to these strong disturbances.Several control strategies have been proposed to control the grinding processes.However,most of them(such as PID and MPC)reject disturbances merely through feedback regulation and do not deal with the disturbances directly,which may lead to poor control performance when strong disturbances occur.To improve disturbance rejection performance,a control scheme based on PI and disturbance observer is proposed in this work.The scheme combines a feedforward compensation part based on disturbance observer and a feedback regulation part using PI.The test results illustrate that the proposed method can obtain remarkable superiority in disturbance rejection compared with PI method in the Raymond mill grinding processes. 展开更多
关键词 disturbance observer proportional integral-disturbance observer (PI-dob) disturbance rejection Raymond mill grinding process
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Adaptive current compensation with nonlinear disturbance observer for single-sided linear induction motor considering dynamic eddy-effect
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作者 邓江明 陈特放 陈春阳 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1716-1724,共9页
An adaptive current compensation control for a single-sided linear induction motor(SLIM) with nonlinear disturbance observer was developed. First, to maintain t-axis secondary component flux constant with consideratio... An adaptive current compensation control for a single-sided linear induction motor(SLIM) with nonlinear disturbance observer was developed. First, to maintain t-axis secondary component flux constant with consideration of the specially dynamic eddy-effect(DEE) of the SLIM, a instantaneously tracing compensation of m-axis current component was analyzed. Second,adaptive current compensation based on Taylor-discretization algorithm was proposed. Third, an effective kind of nonlinear disturbance observer(NDOB) was employed to estimate and compensate the undesired load vibrations, then the robustness of the control system could be guaranteed. Experimental verification of the feasibility of the proposed method for an SLIM control system was performed, and it showed that the proposed adaptive compensation scheme with NDOB could significantly promote speed dynamical response and minimize speed ripple under the conditions of external load coupled vibrations and unavoidable feedback control variables measured errors, i.e., current and speed. 展开更多
关键词 single-sided linear induction motors(SLIMs) current compensation adaptive control dynamical response nonlinear disturbance observer(Ndob)
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Flux Feedback Power Amplifiers Based on a Disturbance Observer
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作者 QU Tianhua ZHOU Haibo DUAN Jian 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0017-I0017,19,共1页
磁通反馈式功率放大器中存在的噪声、参数摄动以及其它非线性特征会影响磁悬浮效果。为了研究该问题,建立了磁通反馈式功率放大器及其负载电磁铁的仿真模型,其中引入了气隙变化对磁通生成模型的影响。针对单纯比例积分微分(proportion-... 磁通反馈式功率放大器中存在的噪声、参数摄动以及其它非线性特征会影响磁悬浮效果。为了研究该问题,建立了磁通反馈式功率放大器及其负载电磁铁的仿真模型,其中引入了气隙变化对磁通生成模型的影响。针对单纯比例积分微分(proportion-integral-differential,PID)控制应用在磁通反馈式功率放大器中会产生磁通稳态输出抖动的问题,设计了一个新型干扰观测器(disturbance observer,DOB)。新型DOB采用多路传感信号综合观测的方式减小反馈信号处的噪声干扰对观测值的影响,并获得了比常规DOB更加稳定的系统等效效果。仿真结果表明,结合新型DOB结构的PID反馈控制方法能够很好的抑制因模型参数摄动、模型非线性特征和噪声而造成的稳态磁通输出抖动,其控制效果优于单独PID控制方法。 展开更多
关键词 反馈放大器 扰动观测器 磁通 干扰观测器 非线性补偿 控制结构 抑制噪声 对象模型
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基于改进趋近律的IPMSM滑模NDOB调速控制 被引量:2
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作者 谷爱昱 庞城洁 乐敏 《控制工程》 北大核心 2025年第1期92-100,共9页
内置式永磁同步电机(interior permanent magnet synchronous motor,IPMSM)调速系统中的传统滑模控制存在抖振严重、响应速度慢和抗扰能力差等问题。为了增强IPMSM调速系统的控制性能,提出了一种基于改进双幂次趋近律与非线性扰动观测器... 内置式永磁同步电机(interior permanent magnet synchronous motor,IPMSM)调速系统中的传统滑模控制存在抖振严重、响应速度慢和抗扰能力差等问题。为了增强IPMSM调速系统的控制性能,提出了一种基于改进双幂次趋近律与非线性扰动观测器(nonlinear disturbance observer,NDOB)的滑模控制方法。改进双幂次趋近律通过在幂次项引入系统状态变量,使趋近律具有变速趋近特性,解决了滑模趋近速度和抖振抑制间的矛盾。为了进一步增强系统的鲁棒性,设计了NDOB,该观测器不仅可以对扰动进行补偿,还可以通过减小趋近律增益系数进一步抑制系统抖振。仿真结果验证了所提方法的有效性和可行性。 展开更多
关键词 内置式永磁同步电机 改进双幂次趋近律 非线性扰动观测器 滑模控制
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Disturbances rejection optimization based on improved two-degree-of-freedom LADRC for permanent magnet synchronous motor systems 被引量:2
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作者 Chenggang Wang Jianhu Yan +2 位作者 Wenlong Li Liang Shan Le Sun 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第3期518-531,共14页
Permanent magnet synchronous motor(PMSM)speed control systems with conventional linear active disturbance rejection control(CLADRC)strategy encounter issues regarding the coupling between dynamic response and disturba... Permanent magnet synchronous motor(PMSM)speed control systems with conventional linear active disturbance rejection control(CLADRC)strategy encounter issues regarding the coupling between dynamic response and disturbance suppression and have poor performance in suppressing complex nonlinear disturbances.In order to address these issues,this paper proposes an improved two-degree-of-freedom LADRC(TDOF-LADRC)strategy,which can enhance the disturbance rejection performance of the system while decoupling entirely the system's dynamic and anti-disturbance performance to boost the system robustness and simplify controller parameter tuning.PMSM models that consider total disturbances are developed to design the TDOF-LADRC speed controller accurately.Moreover,to evaluate the control performance of the TDOF-LADRC strategy,its stability is proven,and the influence of each controller parameter on the system control performance is analyzed.Based on it,a comparison is made between the disturbance observation ability and anti-disturbance performance of TDOF-LADRC and CLADRC to prove the superiority of TDOF-LADRC in rejecting disturbances.Finally,experiments are performed on a 750 W PMSM experimental platform,and the results demonstrate that the proposed TDOF-LADRC exhibits the properties of two degrees of freedom and improves the disturbance rejection performance of the PMSM system. 展开更多
关键词 Permanent magnet synchronous motor(PMSM) Active disturbance rejection control(ADRC) disturbance observer Two-degree-of-freedom control ANTI-disturbance
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Observer-based robust high-order fully actuated attitude autopilot design for spinning glide-guided projectiles 被引量:2
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作者 Wei Wang Yuchen Wang +2 位作者 Shiwei Chen Yongcang Guo Zhongjiao Shi 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第4期282-294,共13页
This paper investigates the design of an attitude autopilot for a dual-channel controlled spinning glideguided projectile(SGGP),addressing model uncertainties and external disturbances.Based on fixed-time stable theor... This paper investigates the design of an attitude autopilot for a dual-channel controlled spinning glideguided projectile(SGGP),addressing model uncertainties and external disturbances.Based on fixed-time stable theory,a disturbance observer with integral sliding mode and adaptive techniques is proposed to mitigate total disturbance effects,irrespective of initial conditions.By introducing an error integral signal,the dynamics of the SGGP are transformed into two separate second-order fully actuated systems.Subsequently,employing the high-order fully actuated approach and a parametric approach,the nonlinear dynamics of the SGGP are recast into a constant linear closed-loop system,ensuring that the projectile's attitude asymptotically tracks the given goal with the desired eigenstructure.Under the proposed composite control framework,the ultimately uniformly bounded stability of the closed-loop system is rigorously demonstrated via the Lyapunov method.Validation of the effectiveness of the proposed attitude autopilot design is provided through extensive numerical simulations. 展开更多
关键词 Spinning glide-guided projectile Attitude control Sliding mode disturbance observer Fixed-time stable theory High-order fully actuated approach
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SMC for Systems With Matched Uncertainties and Disturbances and Mismatched Based on NDOB 被引量:4
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作者 Limin Hou Longyang Wang Huaizhen Wang 《自动化学报》 EI CSCD 北大核心 2017年第7期1257-1264,共8页
关键词 非匹配不确定性 闭环系统 扰动估计 不匹配 SMC LYAPUNOV稳定性理论 相匹配 滑模变结构控制
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应用DOB和自整定的Boost变换器控制策略分析
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作者 李诺薇 邹维科 《机械设计与制造》 北大核心 2025年第6期326-331,共6页
针对不使用误差积分器的Boost变换器控制性能提升问题,设计了一种基于扰动观测器(DOB)和自整定的输出电压跟踪控制算法,可应对模型非线性、电路参数变化和负载不确定性。通过更新时变低通滤波器的闭环截止频率可构建自整定律,以提高瞬... 针对不使用误差积分器的Boost变换器控制性能提升问题,设计了一种基于扰动观测器(DOB)和自整定的输出电压跟踪控制算法,可应对模型非线性、电路参数变化和负载不确定性。通过更新时变低通滤波器的闭环截止频率可构建自整定律,以提高瞬态跟踪性能。同时,在比例型非线性控制器中嵌入一阶DOB,可实现高性能控制和无静差。搭建了3kW Boost变换器样机,并开展了与传统反馈线性控制器的对比测试,实验结果表明新型控制算法作用下,系统跟踪性能提高了46%,故验证了新算法作用于变换器闭环控制时的有效性。 展开更多
关键词 BOOST变换器 扰动观测器 自整定 输出电压跟踪
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Design of active disturbance rejection internal model control strategy for SISO system with time delay process 被引量:3
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作者 靳其兵 刘立业 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第5期1725-1736,共12页
A novel control scheme of active disturbance rejection internal model control(ADRIMC) is proposed to improve the anti-interference ability and robustness for the dead-time process. The active anti-interference concept... A novel control scheme of active disturbance rejection internal model control(ADRIMC) is proposed to improve the anti-interference ability and robustness for the dead-time process. The active anti-interference concept is introduced into the internal model control(IMC) by analyzing the relationship between IMC and disturbance observer control(DOB). Further, a design process of disturbance filter is presented to realize the active anti-interference ability for ADRIMC scheme. The disturbance filter is used to estimate an equivalent disturbance consisting of both external disturbances and internal disturbances caused by model mismatches.Simulation results demonstrate that the proposed method possesses a good disturbance rejection performance, though losing some partial dynamic performance. In other words, the proposed method shows a tradeoff between the dynamic performance and the system robust. 展开更多
关键词 internal model control (IMC) disturbance observer (dob active disturbance rejection internal model controller(ADRIMC) low pass filter (LPF) robusmess
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Disturbance decoupled fault diagnosis for sensor fault of maglev suspension system 被引量:6
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作者 李云 李杰 +1 位作者 张耿 田文静 《Journal of Central South University》 SCIE EI CAS 2013年第6期1545-1551,共7页
A disturbance decoupled fault diagnosis strategy is proposed.This disturbance decoupled fault diagnosis is both robust to disturbances and sensitive to sensor faults of magnetic levitation control system.First,a robus... A disturbance decoupled fault diagnosis strategy is proposed.This disturbance decoupled fault diagnosis is both robust to disturbances and sensitive to sensor faults of magnetic levitation control system.First,a robust controller based on a novel disturbance observer is devised to improve the disturbance attenuation ability,which greatly enhances the robustness of the system.Second,a fault reconstruction technique with adaptive method is presented,along with a strict verification for guaranteeing the robustness of fault.This fault reconstruction technique provides an accurate sensor fault reconstruction.From the results of simulation and experiments conducted on the CMS-04 maglev train,the integrated strategy is robust to model uncertainties of the system and the fault reconstruction algorithm is able to reconstruct the dynamic uncertain faults. 展开更多
关键词 maglev system suspension control robust control disturbance observer tault reconstruction
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Robust fault diagnosis with disturbance rejection and attenuation for systems with multiple disturbances 被引量:2
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作者 Songyin Cao Lei Guo Xinyu Wen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第1期135-140,共6页
The fault diagnosis problem is investigated for a class of nonlinear neutral systems with multiple disturbances.Time-varying faults are considered and multiple disturbances are supposed to include the unknown disturba... The fault diagnosis problem is investigated for a class of nonlinear neutral systems with multiple disturbances.Time-varying faults are considered and multiple disturbances are supposed to include the unknown disturbance modeled by an exo-system and norm bounded uncertain disturbance.A nonlinear disturbance observer is designed to estimate the modeled disturbance.Then,the fault diagnosis observer is constructed by integrating disturbance observer with disturbance attenuation and rejection performances.The augmented Lyapunov functional approach,which involves the tuning parameter and slack variable,is applied to make the solution of inequality more flexible.Finally,applications for a two-link robotic manipulator system are given to show the efficiency of the proposed approach. 展开更多
关键词 robust fault diagnosis observer design multiple disturbances anti-disturbance fault diagnosis disturbance rejection and attenuation.
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