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High AOA decoupling control for aircraft based on ADRC 被引量:9
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作者 LIU Junjie SUN Mingwei +1 位作者 CHEN Zengqiang SUN Qinglin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第2期393-402,共10页
In this paper, a practical decoupling control scheme for fighter aircraft is proposed to achieve high angle of attack(AOA)tracking and super maneuver action by utilizing the thrust vector technology. Firstly, a six de... In this paper, a practical decoupling control scheme for fighter aircraft is proposed to achieve high angle of attack(AOA)tracking and super maneuver action by utilizing the thrust vector technology. Firstly, a six degree-of-freedom(DOF) nonlinear model with 12 variables is given. Due to low sufficiency of the aerodynamic actuators at high AOA, a thrust vector model with rotatable engine nozzles is derived. Secondly, the active disturbance rejection control(ADRC) is used to realize a three-channel decoupling control such that a strong coupling between different channels can be treated as total disturbance, which is estimated by the designed extended state observer. The control surface allocation is implemented by the traditional daisy chain method. Finally,the effectiveness of the presented control strategy is demonstrated by some numerical simulation results. 展开更多
关键词 HIGH angle of attack(AOA) decoupling control linear extended state observer(LESO) active disturbance REJECTION control(adrc) THRUST vector technology control allocation
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ADRC based control for a class of input time delay systems 被引量:6
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作者 Dongyang Zhang Xiaolan Yao +1 位作者 Qinghe Wu Zhuoyue Song 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2017年第6期1210-1220,共11页
This paper is concerned with the control design and the theoretical analysis for a class of input time-delay systems with stable, critical stable or unstable poles. In order to overcome the time delay, a novel feed-fo... This paper is concerned with the control design and the theoretical analysis for a class of input time-delay systems with stable, critical stable or unstable poles. In order to overcome the time delay, a novel feed-forward compensation active disturbance rejection control(FFC-ADRC) approach is proposed. It combines advantages of the Smith predictor and the traditional active disturbance rejection control(ADRC). The tracking differentiator(TD) is designed to predict the control signal, which adds an anticipatory control to the control signal and allows a higher observer bandwidth to obtain better disturbance rejection. The modified extended state observer(ESO) is designed to estimate both system states and the total disturbances(internal disturbance, uncertainties and delayed disturbance). Then the Lyapunov theory and the theory of the input-output stability are applied to prove the asymptotic stability of the closed-loop control system. Finally, numerical simulations show the effectiveness and practicality of the proposed design. 展开更多
关键词 time-delay system feed-forward compensation active disturbance rejection control(FFC-adrc) tracking differentiator(TD) Lyapunov theory bound-input-bound-output(BIBO) stability
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双PWM变流器飞轮系统母线电压LADRC二次控制策略 被引量:2
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作者 魏乐 周子宇 +1 位作者 房方 王冰玉 《太阳能学报》 北大核心 2025年第1期242-250,共9页
提出一种基于二阶线性自抗扰控制(LADRC)的飞轮储能系统直流母线电压二次控制策略来应对飞轮储能系统频繁充放电切换带来的母线电压波动问题,其将母线电压及微分值分别视为状态变量,负载功率、参数不确定性等内外干扰视为扩展状态量进... 提出一种基于二阶线性自抗扰控制(LADRC)的飞轮储能系统直流母线电压二次控制策略来应对飞轮储能系统频繁充放电切换带来的母线电压波动问题,其将母线电压及微分值分别视为状态变量,负载功率、参数不确定性等内外干扰视为扩展状态量进行扰动观测器设计。该策略能将工况切换造成电压波动的观测扰动量实时补偿至控制量中,实现扰动补偿。加入二次控制解决LADRC面对非常值扰动会存在稳态误差的问题,保证飞轮储能系统在充放能切换过程中母线电压具备较好的快速响应和抗干扰性能的同时实现无差控制。最后通过仿真验证了所提策略的有效性。 展开更多
关键词 飞轮 储能 整流电路 电压控制 线性自抗扰控制 二次控制
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基于改进ADRC的四旋翼前飞模态解耦控制设计
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作者 王璐 刘海鹏 +2 位作者 李帅帅 刘彦 郭凯阳 《弹箭与制导学报》 北大核心 2025年第4期571-580,共10页
针对四旋翼无人机在前飞任务和复杂机动时出现的非线性与强耦合特性,提出一种改进ADRC控制器用于四旋翼的姿态控制。首先借助ADRC原理对其前飞模态姿态动力学进行状态量与控制量间的解耦处理,其次利用引入双曲正切函数的混合非线性跟踪... 针对四旋翼无人机在前飞任务和复杂机动时出现的非线性与强耦合特性,提出一种改进ADRC控制器用于四旋翼的姿态控制。首先借助ADRC原理对其前飞模态姿态动力学进行状态量与控制量间的解耦处理,其次利用引入双曲正切函数的混合非线性跟踪微分器HNLTD来安排过渡过程,然后考虑自适应律和幂次项,改进设计自适应扩张状态观测器AFTESO,来实时估计解耦系统中各通道的总扰动,并补偿到控制指令中,从而实现姿态响应在有限时间内的快速稳定收敛以及对通道间耦合的抗扰。此外,还开展了扰动情况下四旋翼的前飞模态姿态控制仿真,结果表明:HNLTD安排过渡过程无超调,引入延迟小于0.1 s,AFTESO可在0.3 s内完成对扰动的预计和补偿,姿态角响应无超调,俯仰和滚转跟踪时间不超过0.09 s,偏航跟踪时间不超过0.12 s,姿态控制系统的整体动态响应品质良好。 展开更多
关键词 四旋翼 前飞模态 改进adrc 姿态解耦 控制器设计
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On stability analysis of nonlinear ADRC-based control system with application to inverted pendulum problems
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作者 LI Jie XIA Yuanqing 《Journal of Systems Engineering and Electronics》 CSCD 2024年第6期1563-1573,共11页
This paper mainly focuses on stability analysis of the nonlinear active disturbance rejection control(ADRC)-based control system and its applicability to real world engineering problems.Firstly,the nonlinear ADRC(NLAD... This paper mainly focuses on stability analysis of the nonlinear active disturbance rejection control(ADRC)-based control system and its applicability to real world engineering problems.Firstly,the nonlinear ADRC(NLADRC)-based control system is transformed into a multi-input multi-output(MIMO)Lurie-like system,then sufficient condition for absolute stability based on linear matrix inequality(LMI)is proposed.Since the absolute stability is a kind of global stability,Lyapunov stability is further considered.The local asymptotical stability can be deter-mined by whether a matrix is Hurwitz or not.Using the inverted pendulum as an example,the proposed methods are verified by simulation and experiment,which show the valuable guidance for engineers to design and analyze the NL ADRC-based control system. 展开更多
关键词 active disturbance rejection control(adrc) stabi-lity analysis linear matrix inequality(LMI) inverted pendulum system
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抑制直驱风机宽频振荡的改进ADRC策略及其参数整定
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作者 余欣同 武家辉 李国栋 《电力工程技术》 北大核心 2025年第5期90-99,共10页
针对直驱风机与弱交流电网之间产生的宽频振荡问题,提出一种基于目标约束参数整定优化的改进自抗扰控制器(active disturbance rejection controller,ADRC)。首先,建立直驱风机并网模型,分析宽频振荡产生机理,进行网侧换流器内ADRC设计... 针对直驱风机与弱交流电网之间产生的宽频振荡问题,提出一种基于目标约束参数整定优化的改进自抗扰控制器(active disturbance rejection controller,ADRC)。首先,建立直驱风机并网模型,分析宽频振荡产生机理,进行网侧换流器内ADRC设计;然后,为解决ADRC参数整定困难的问题,同时为提高系统稳定性和快速响应性,建立含入网频率误差及系统调节时间的多目标优化函数,结合全局搜索寻优的方法实现改进ADRC的参数整定,提高ADRC参数设计的快速性、准确性和合理性;最后,基于MATLAB/Simulink仿真软件,对比分析基于传统带宽法和文中方法所设计的控制器参数的宽频振荡抑制效果。相较于采用带宽法整定的参数,文中方法整定后系统的超调量、调节时间、并网电流谐波含量都有所降低。结果表明,采用改进ADRC策略可以使直驱风机并网系统获得更好的动态响应特性、抗扰性和并网电流质量。 展开更多
关键词 弱电网 直驱风机 宽频振荡 改进自抗扰控制器(adrc) 网侧换流器 系统稳定性
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基于改进重复控制+LADRC的PMSM电流谐波抑制策略 被引量:1
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作者 康尔良 李公达 董新宝 《电机与控制学报》 北大核心 2025年第7期96-107,共12页
电流环是实现高精度永磁同步电机(PMSM)驱动的关键,然而PMSM驱动器的电流回路中存在很多电流谐波,降低了PMSM驱动器的性能。为抑制这些谐波,本文提出一种基于自抗扰控制(ADRC)+改进重复控制的PMSM矢量控制方案。首先,分析了PMSM电流谐... 电流环是实现高精度永磁同步电机(PMSM)驱动的关键,然而PMSM驱动器的电流回路中存在很多电流谐波,降低了PMSM驱动器的性能。为抑制这些谐波,本文提出一种基于自抗扰控制(ADRC)+改进重复控制的PMSM矢量控制方案。首先,分析了PMSM电流谐波产生来源,同时引入线性自抗扰控制(LADRC)抑制直流扰动;其次,提出一种改进重复控制的奇次谐波重复控制器,将其与LADRC并联并分析其稳定性。针对传统重复控制采样频率与外部信号电流谐波频率比值不为整数时导致的频率偏移问题,引入无限脉冲响应滤波器(IIR)对频率比值分数部分构成的延时环节进行逼近,进一步减小电流谐波。最后,通过仿真和实验验证,所提出的控制方法能对电流谐波进行有效抑制。 展开更多
关键词 永磁同步电机 自抗扰控制 重复控制 电流谐波抑制 无限脉冲响应滤波器
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燃料电池空气系统LADRC-SMC复合控制策略研究
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作者 田韶鹏 丁康康 王龙 《重庆理工大学学报(自然科学)》 北大核心 2025年第4期42-49,共8页
针对质子交换膜燃料电池(proton exchange membrane fuel cell,PEMFC)空气系统优化控制中过氧比(oxygen excess ratio,OER)跟踪速度慢、抖振明显的问题,提出一种集成模糊扩展状态观测器的二阶线性自抗扰与滑模相耦合的控制算法。考虑PE... 针对质子交换膜燃料电池(proton exchange membrane fuel cell,PEMFC)空气系统优化控制中过氧比(oxygen excess ratio,OER)跟踪速度慢、抖振明显的问题,提出一种集成模糊扩展状态观测器的二阶线性自抗扰与滑模相耦合的控制算法。考虑PEMFC系统动态特性,构建面向控制的四阶状态空间模型。设计线性自抗扰与滑模耦合控制器,并在此基础上提出一种利用模糊控制改进的扩张状态观测器对扰动进行观测,使OER平稳迅速地接近最优值。仿真结果表明:在可量化加权评价体系下,所提出的控制策略与传统PID控制方法、模糊PID控制方法相比,控制效果得分分别提升19.2%和10.9%,有助于提高电流扰动下的控制精度和抑制干扰的能力。 展开更多
关键词 燃料电池 氧气过量比 控制系统 自抗扰控制 滑模控制
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基于LADRC的桌面四旋翼无人机实验平台设计
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作者 丁毓峰 郭佳浩 万琛 《实验室研究与探索》 北大核心 2025年第11期17-23,共7页
在四旋翼无人机研发过程中,真机验证常面临飞行风险高、仿真与实际控制效果偏差大等问题。针对这些问题,设计了一种桌面四旋翼无人机实验平台。该平台由四旋翼本体、Pixhawk飞控单元、树莓派及工控机等组成,通过加装铝型材保护罩与万向... 在四旋翼无人机研发过程中,真机验证常面临飞行风险高、仿真与实际控制效果偏差大等问题。针对这些问题,设计了一种桌面四旋翼无人机实验平台。该平台由四旋翼本体、Pixhawk飞控单元、树莓派及工控机等组成,通过加装铝型材保护罩与万向阻尼球铰结构,显著降低了碰撞风险与经济成本,适用于无人机控制算法的验证及高校控制类课程教学实践。构建了四旋翼无人机的动力学与运动学模型,并设计了基于线性自抗扰控制(LADRC)算法的姿态控制器。该控制器采用线性状态扩张观测器(LESO)实现对外部扰动估计与解耦控制,并利用Simulink环境完成了硬件在环联合仿真与无人机飞行实验验证。实验结果表明,相较于传统PID控制器,LADRC控制器在横滚、俯仰和偏航通道的姿态跟踪误差更小,控制精度显著提高,验证了该平台在安全可控环境下可实现高效姿态控制的可行性。 展开更多
关键词 四旋翼无人机 线性自抗扰控制 姿态控制 SIMULINK 硬件在环仿真
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基于IBSA的四旋翼无人机ADRC参数优化
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作者 陈城 刘云平 +2 位作者 鲁倍辰 王爽 方卫华 《控制工程》 北大核心 2025年第3期535-544,共10页
针对多变量和强耦合的四旋翼无人机自抗扰控制器的参数多且难以整定优化等问题,提出了一种改进鸟群算法来整定优化四旋翼无人机自抗扰控制器的参数。首先,采用欧拉-庞卡莱方程建立模块化的符号数学模型,以提高四旋翼无人机的建模效率。... 针对多变量和强耦合的四旋翼无人机自抗扰控制器的参数多且难以整定优化等问题,提出了一种改进鸟群算法来整定优化四旋翼无人机自抗扰控制器的参数。首先,采用欧拉-庞卡莱方程建立模块化的符号数学模型,以提高四旋翼无人机的建模效率。其次,基于所建立的符号数学模型对其进行参数化。然后,将经典PID控制算法、自抗扰控制器算法、基于粒子群优化的自抗扰控制器参数优化算法以及基于改进鸟群算法的自抗扰控制器参数优化算法在四旋翼无人机的姿态稳定性、跟踪稳定性以及抗干扰稳定性等方面分别进行比较分析。最后,结果表明,基于改进鸟群算法的自抗扰控制器参数整定优化算法具有抗干扰性强、收敛速度快以及鲁棒性好等优势。 展开更多
关键词 四旋翼无人机 鸟群算法 自抗扰控制器 稳定性
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Fault-observer-based iterative learning model predictive controller for trajectory tracking of hypersonic vehicles 被引量:2
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作者 CUI Peng GAO Changsheng AN Ruoming 《Journal of Systems Engineering and Electronics》 2025年第3期803-813,共11页
This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hype... This work proposes the application of an iterative learning model predictive control(ILMPC)approach based on an adaptive fault observer(FOBILMPC)for fault-tolerant control and trajectory tracking in air-breathing hypersonic vehicles.In order to increase the control amount,this online control legislation makes use of model predictive control(MPC)that is based on the concept of iterative learning control(ILC).By using offline data to decrease the linearized model’s faults,the strategy may effectively increase the robustness of the control system and guarantee that disturbances can be suppressed.An adaptive fault observer is created based on the suggested ILMPC approach in order to enhance overall fault tolerance by estimating and compensating for actuator disturbance and fault degree.During the derivation process,a linearized model of longitudinal dynamics is established.The suggested ILMPC approach is likely to be used in the design of hypersonic vehicle control systems since numerical simulations have demonstrated that it can decrease tracking error and speed up convergence when compared to the offline controller. 展开更多
关键词 hypersonic vehicle actuator fault tracking control iterative learning control(ILC) model predictive control(MPC) fault observer
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钻机三电平技术的自适应二阶系统ADRC算法
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作者 张志新 魏立鑫 罗鹏飞 《计算机应用与软件》 北大核心 2025年第9期116-121,180,共7页
针对中压三电平变频调速异步电机需人为调整参数且超调量过大的问题,提出一种自适应二阶系统自抗扰控制算法(ASO-ADRC)。通过对非线性跟踪微分器、扩张状态观测器、误差补偿控制器的数学模型建立,转化为对带宽和补偿系数的参数整定,利... 针对中压三电平变频调速异步电机需人为调整参数且超调量过大的问题,提出一种自适应二阶系统自抗扰控制算法(ASO-ADRC)。通过对非线性跟踪微分器、扩张状态观测器、误差补偿控制器的数学模型建立,转化为对带宽和补偿系数的参数整定,利用麻雀搜索算法寻优计算最优参数值,作为补偿变量控制输入,构建二阶系统结构,优化三电平变频时间相关指标和最大超调量指标。实验结果表明,该方法能够自适应调节由内外部引起无法补偿的误差,减少超调量。 展开更多
关键词 三电平技术 非线性系统 adrc算法 麻雀搜索算法
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基于MC-LADRC的水空两栖倾转多旋翼无人船水面起飞控制方法
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作者 沈跃 刘铭晖 +1 位作者 沈亚运 刘慧 《农业机械学报》 北大核心 2025年第6期608-617,共10页
水空两栖倾转多旋翼无人船在多鱼塘环境进行水空跨域作业时受到复杂多变的水面流体力影响,导致船体姿态和飞行高度易发生较大波动。为了提高无人船水面起飞时的姿态稳定性,提出了一种基于模型补偿的线性自抗扰水面起飞控制方法。首先对... 水空两栖倾转多旋翼无人船在多鱼塘环境进行水空跨域作业时受到复杂多变的水面流体力影响,导致船体姿态和飞行高度易发生较大波动。为了提高无人船水面起飞时的姿态稳定性,提出了一种基于模型补偿的线性自抗扰水面起飞控制方法。首先对无人船多模态进行详细的动力学建模;其次考虑水面起飞过程的姿态变化,建立了基于无人船实时姿态的水面张力估算模型、浮力估算模型;最后设计了基于模型补偿的线性自抗扰控制器。仿真结果表明,本文方法较PID算法横滚方向收敛时间减少66.7%,波动减少98.3%;在无人船前进(x轴)方向收敛时间减少34.0%;高度收敛时间减少41.2%,波动减少80.0%。实验结果表明,无人船实现了飞行高度为1.2 m时,横滚角波动小于3°,俯仰角波动及偏航角波动小于2°的水面起飞。该研究提出的控制算法有效提高了水空两栖倾转多旋翼无人船在水空跨域过程中的安全性和抗扰能力。 展开更多
关键词 倾转多旋翼无人船 水面起飞控制 线性自抗扰 模型补偿
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Fixed-time Target-guided Coordinate Control of Unmanned Surface Vehicles Based on Dynamic Surface Control
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作者 LI Chao−yi XU Hai−xiang +2 位作者 YU Wen−zhao DU Zhe DING Ya−nan 《船舶力学》 北大核心 2025年第6期849-862,共14页
This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only b... This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only be obtained by some USVs.In order to achieve semi-encirclement tracking of noncooperative targets under maritime security conditions,a fixed-time tracking control method based on dynamic surface control(DSC)is proposed in this paper.Firstly,a novel TACC architecture with decoupled kinematic control law and decoupled kinetic control law was designed to reduce the complexity of control system design.Secondly,the proposed DSC-based target-guided kinematic control law including tracking points pre-allocation strategy and sigmoid artificial potential functions(SigAPFs)can avoid collisions during tracking process and optimize kinematic control output.Finally,a fixed-time TACC system was proposed to achieve fast convergence of kinematic and kinetics errors.The effectiveness of the proposed TACC approach in improving target tracking safety and reducing control output chattering was verified by simulation comparison results. 展开更多
关键词 unmanned surface vehicle distributed control target-guided coordinate control fixed-time convergence dynamic surface control
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Effective implementation of controlled blasting methodology during excavation of hard rock in the close proximity of earthen dam and tunnel 被引量:1
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作者 Prakash K.Palei Vijay K.Ghodake +5 位作者 S.Santhosh Kumar R.S.Gurjar Chaman Singh M.Meena Rizwan Ali R.S.Kankara 《Defence Technology(防务技术)》 2025年第6期306-316,共11页
The present technical paper outlines the details of the controlled blasting techniques used to optimize blasting pattern for excavation of hard rock near the Bhira Earthen Dam in Maharashtra,India.In this connection,a... The present technical paper outlines the details of the controlled blasting techniques used to optimize blasting pattern for excavation of hard rock near the Bhira Earthen Dam in Maharashtra,India.In this connection,a series of experimental blasts were conducted by adjusting various blast design parameters at project site.The safe charge weight per delay was kept between 0.125 and 0.375 kg.The outcomes of these experimental blasts were analyzed to recommend optimized blasting patterns and methods for the overall excavation process during actual blasting operations.Blast design parameters,including the maximum quantity of explosive per delay,hole depth,burden and spacing between holes were optimized by using a site-specific attenuation equation,taking into account the proximity of the dam and tunnel from the blasting area.Peak particle velocity(PPV)level of 10 mm/s and 50 mm/s respectively were adopted as the safe vibration level for ensuring safety of the Bhira Earthen Dam and the nearby tunnel from the adverse effects of blast vibrations by analyzing the dominant frequency of ground vibrations observed and also by reviewing various international standards.Frequency of the ground vibrations observed on the dam and tunnel from majority of the blasts was found to be more than 10 Hz and 50 Hz respectively.During the entire period of blasting,the blast vibrations were recorded to be far lower than the safe vibration level set for these structures.Maximum Vibration level of about 0.8 mm/s and 35 mm/s were observed on dam and tunnel respectively which are far lower than the safe vibration level adopted for these structures.Hence,the entire excavation work was completed successfully and safely,without endangering the safety of dam or tunnel. 展开更多
关键词 controlled blasting Civil structure Ground vibration Attenuation relation
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Temperature control for liquid-cooled fuel cells based on fuzzy logic and variable-gain generalized supertwisting algorithm
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作者 CHEN Lin JIA Zhi-huan +1 位作者 DING Tian-wei GAO Jin-wu 《控制理论与应用》 北大核心 2025年第8期1596-1605,共10页
The liquid cooling system(LCS)of fuel cells is challenged by significant time delays,model uncertainties,pump and fan coupling,and frequent disturbances,leading to overshoot and control oscillations that degrade tempe... The liquid cooling system(LCS)of fuel cells is challenged by significant time delays,model uncertainties,pump and fan coupling,and frequent disturbances,leading to overshoot and control oscillations that degrade temperature regulation performance.To address these challenges,we propose a composite control scheme combining fuzzy logic and a variable-gain generalized supertwisting algorithm(VG-GSTA).Firstly,a one-dimensional(1D)fuzzy logic controler(FLC)for the pump ensures stable coolant flow,while a two-dimensional(2D)FLC for the fan regulates the stack temperature near the reference value.The VG-GSTA is then introduced to eliminate steady-state errors,offering resistance to disturbances and minimizing control oscillations.The equilibrium optimizer is used to fine-tune VG-GSTA parameters.Co-simulation verifies the effectiveness of our method,demonstrating its advantages in terms of disturbance immunity,overshoot suppression,tracking accuracy and response speed. 展开更多
关键词 liquid-cooled fuel cell temperature control generalized supertwisting algorithm fuzzy control equilibrium optimizer
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Fault-tolerant control for diesel engine air path system via sliding mode surface
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作者 WU Wen-jie ZHANG Yi-xin +4 位作者 WANG Xing-jian WANG Shao-ping ZHANG Jian ZHENG Wei TAO Mo 《控制理论与应用》 北大核心 2025年第8期1570-1577,共8页
The operating environment of the diesel engine air path system is complex and may be affected by external random disturbances.Potentially leading to faults.This paper addresses the fault-tolerant control problem of th... The operating environment of the diesel engine air path system is complex and may be affected by external random disturbances.Potentially leading to faults.This paper addresses the fault-tolerant control problem of the diesel engine air path system,assuming that the system may simultaneously be affected by actuator faults and external random disturbances,a disturbance observer-based sliding mode controller is designed.Through the linear matrix inequality technique for solving observer and controller gains,optimal gain matrices can be obtained,eliminating the manual adjustment process of controller parameters and reducing the chattering phenomenon of the sliding mode surface.Finally,the effectiveness of the proposed method is verified through simulation analysis. 展开更多
关键词 disel engine air path fault-tolerant control sliding mode control disturbance observer
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Graded density impactor design via machine learning and numerical simulation:Achieve controllable stress and strain rate 被引量:1
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作者 Yahui Huang Ruizhi Zhang +6 位作者 Shuaixiong Liu Jian Peng Yong Liu Han Chen Jian Zhang Guoqiang Luo Qiang Shen 《Defence Technology(防务技术)》 2025年第9期262-273,共12页
The graded density impactor(GDI)dynamic loading technique is crucial for acquiring the dynamic physical property parameters of materials used in weapons.The accuracy and timeliness of GDI structural design are key to ... The graded density impactor(GDI)dynamic loading technique is crucial for acquiring the dynamic physical property parameters of materials used in weapons.The accuracy and timeliness of GDI structural design are key to achieving controllable stress-strain rate loading.In this study,we have,for the first time,combined one-dimensional fluid computational software with machine learning methods.We first elucidated the mechanisms by which GDI structures control stress and strain rates.Subsequently,we constructed a machine learning model to create a structure-property response surface.The results show that altering the loading velocity and interlayer thickness has a pronounced regulatory effect on stress and strain rates.In contrast,the impedance distribution index and target thickness have less significant effects on stress regulation,although there is a matching relationship between target thickness and interlayer thickness.Compared with traditional design methods,the machine learning approach offers a10^(4)—10^(5)times increase in efficiency and the potential to achieve a global optimum,holding promise for guiding the design of GDI. 展开更多
关键词 Machine learning Numerical simulation Graded density impactor controllable stress-strain rate loading Response surface methodology
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基于二阶ADRC的PMSM滑模控制
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作者 廖磊 刘细平 +1 位作者 杨彬 谢闽杰 《传感器与微系统》 北大核心 2025年第9期98-102,共5页
针对永磁同步电机(PMSM)在传统无传感器控制策略下,存在超调严重、抖振明显,易受扰动影响的现象,提出了一种基于二阶自抗扰控制(ADRC)和龙伯格观测器的PMSM无差拍预测电流控制(DPCC)策略。速度环采用改进的二阶ADRC,并采用超螺旋算法(S... 针对永磁同步电机(PMSM)在传统无传感器控制策略下,存在超调严重、抖振明显,易受扰动影响的现象,提出了一种基于二阶自抗扰控制(ADRC)和龙伯格观测器的PMSM无差拍预测电流控制(DPCC)策略。速度环采用改进的二阶ADRC,并采用超螺旋算法(STA)和模糊算法对控制器进行优化。电流环采用DPCC策略替代传统PI控制。观测器采用龙伯格观测器,加入状态反馈误差的微分项并结合滑模控制进行优化。并基于StarSim实时仿真平台,搭建硬件在环(HIL)和快速控制原型(RCP)实验平台验证该策略的有效性和可行性。仿真实验结果表明,该新型控制策略可以有效地抑制系统的超调和抖振,提升转子位置的估算精度,同时提高系统的响应速度、抗扰动性和鲁棒性。 展开更多
关键词 二阶自抗扰控制 超螺旋算法 模糊算法 无差拍预测电流控制 龙伯格观测器
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Projective synchronization control and simulation of drive system and response network
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作者 LI De-kui 《兰州大学学报(自然科学版)》 北大核心 2025年第2期208-214,共7页
Projective synchronization problems of a drive system and a particular response network were investigated,where the drive system is an arbitrary system with n+1 dimensions;it may be a linear or nonlinear system,and ev... Projective synchronization problems of a drive system and a particular response network were investigated,where the drive system is an arbitrary system with n+1 dimensions;it may be a linear or nonlinear system,and even a chaotic or hyperchaotic system,the response network is complex system coupled by N nodes,and every node is showed by the approximately linear part of the drive system.Only controlling any one node of the response network by designed controller can achieve the projective synchronization.Some numerical examples were employed to verify the effectiveness and correctness of the designed controller. 展开更多
关键词 pinning control projective synchronization drive system response network
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