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LQ Optimal Robust Multivariable Pi Control Design for a Boiler-Turbine Unit 锅炉汽轮机组LQ最优鲁棒多变量Pi控制设计
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-11-01 DOI: 10.1115/1.4063662
Falguni Gopmandal, Arun Ghosh
Abstract Boiler-turbine unit is a highly nonlinear, coupled, and ill-conditioned system. Moreover, the presence of physical constraints, such as actuator magnitude and rate limits, makes the system difficult to control. This paper employs a fixed multivariable proportional-integral (PI) controller of the I–P structure for robust linear quadratic (LQ) compensation of a nonlinear boiler-turbine benchmark. In order to ensure that a single PI controller works for the whole operating region of this nonlinear system, the linearized model of the system is represented as a norm-bounded, time-varying uncertain system. The ranges of the uncertain parameters of this linearized model are determined from different operating points of the nonlinear system. To design the PI controller for the uncertain system, first, it is transformed into a state feedback design for an augmented uncertain system and then the state feedback gains satisfying some LQ performance limit are computed by solving a linear matrix inequality (LMI) problem. As the uncertainty in the feedforward matrix of the linearized model cannot be considered in the above design process, an LMI-based method is developed to check if the designed PI controller performance in H∞ sense is close to the one if the neglected uncertainty is included. The performance of the controller is tested on the nonlinear boiler-turbine unit under several operating conditions and physical constraints. Comparisons are also made with some existing PI controllers, to show the superiority of the proposed robust PI controller.
摘要锅炉汽轮机组是一个高度非线性、耦合和病态的系统。此外,存在物理约束,如执行器的大小和速率限制,使系统难以控制。本文采用I-P结构的固定多变量比例积分(PI)控制器对非线性锅炉-汽轮机基准进行鲁棒线性二次补偿。为了保证单个PI控制器对该非线性系统的整个工作区域有效,将该系统的线性化模型表示为一个有范数有界的时变不确定系统。该线性化模型的不确定参数取值范围由非线性系统的不同工作点确定。为了设计不确定系统的PI控制器,首先将其转化为增广不确定系统的状态反馈设计,然后通过求解线性矩阵不等式(LMI)问题计算满足LQ性能极限的状态反馈增益。由于在上述设计过程中不能考虑线性化模型前馈矩阵的不确定性,本文提出了一种基于lmi的方法来检验所设计的PI控制器在H∞意义上的性能是否接近于考虑忽略的不确定性时的性能。在非线性锅炉汽轮机组上进行了多种工况和物理约束条件下的性能测试。并与现有的PI控制器进行了比较,证明了所提出的鲁棒PI控制器的优越性。
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引用次数: 0
Flatness-Based Control In Successive Loops For Autonomous Quadrotors 基于平面度的自主四旋翼机连续回路控制
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-30 DOI: 10.1115/1.4063907
Gerasimos Rigatos, Masoud Abbaszadeh, Krishna Busawon, Laurent Dala, Jorge Pomares, farouk zouari
Abstract The control problem for the multivariable and nonlinear dynamics of unmanned rotorcrafts is treated with the use of a flatness-based control approach which is implemented in successive loops. The state-space model of 6-DOF autonomous quadrotors is separated into two subsystems, which are connected between them in cascading loops. Each one of these subsystems can be viewed independently as a differentially flat system and control about it can be performed with inversion of its dynamics as in the case of input-output linearized flat systems. The state variables of the second subsystem become virtual control inputs for the first subsystem. In turn, exogenous control inputs are applied to the second subsystem. The whole control method is implemented in two successive loops and its global stability properties are also proven through Lyapunov stability analysis. The validity of the control method is further confirmed through simulation experiments showing precise tracking of 3D flight paths by the 6-DOF quadrotor.
摘要针对多变量非线性旋翼飞行器的控制问题,提出了一种基于平面度的连续回路控制方法。将六自由度自主四旋翼机的状态空间模型划分为两个子系统,并以级联回路的方式相互连接。这些子系统中的每一个都可以独立地看作是一个差分平面系统,并且可以像输入-输出线性化平面系统一样,通过对其动力学进行反演来对其进行控制。第二子系统的状态变量成为第一子系统的虚拟控制输入。接着,外生控制输入被应用于第二个子系统。整个控制方法在两个连续回路中实现,并通过李雅普诺夫稳定性分析证明了其全局稳定性。通过仿真实验验证了六自由度四旋翼飞行器对三维飞行轨迹的精确跟踪,进一步验证了控制方法的有效性。
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引用次数: 0
A Differential Error Based Self-Triggered MPC With Adaptive Prediction Horizon For Discrete Systems 基于微分误差的离散系统自触发MPC自适应预测水平
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-30 DOI: 10.1115/1.4063908
Ning He, Shuoji Chen, Zhongxian Xu, Fuan Cheng, Ruoxia Li, Feng Gao
Abstract For discrete time nonlinear networked control systems, a novel self-triggered adaptive model predictive control (MPC) strategy is developed. Different from the existing self-triggered MPC methods that determine the triggering instants based on the difference between the optimal and real states at one single instant, the proposed approach updates the MPC system according to the differential form of the state error of two consecutive sampling moments to effectively reduce the computation and communication burden while maintaining the ideal control performance. In addition, this paper introduces a new adaptive prediction horizon mechanism to the self-triggered MPC, so that the amplitude of prediction horizon contraction is sufficiently large to further reduce the computational burden of the MPC method. Finally, the recursive feasibility and robust stability of this proposed strategy are proved strictly by theoretical analysis, and the simulation comparison results are shown to verify the proposed framework.
摘要针对离散时间非线性网络控制系统,提出了一种新的自触发自适应模型预测控制(MPC)策略。与现有的自触发MPC方法根据单个时刻的最优状态与实际状态的差值确定触发时刻不同,该方法根据连续两个采样时刻的状态误差的微分形式对MPC系统进行更新,在保持理想控制性能的同时有效地减少了计算量和通信负担。此外,本文在自触发MPC中引入了一种新的自适应预测视界机制,使预测视界收缩幅度足够大,进一步降低了MPC方法的计算量。最后,通过理论分析严格证明了所提策略的递归可行性和鲁棒稳定性,并通过仿真对比结果验证了所提框架的有效性。
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引用次数: 0
Virtual Model Development Of The Load Application System Of A Wind Turbine Nacelle Test Bench For Hybrid Test Applications 风力机机舱混合动力试验台载荷应用系统虚拟模型开发
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-21 DOI: 10.1115/1.4063846
Muhammad Omer Siddiqui, Amir R. Nejad, Eilif Pedersen
Abstract The existing nacelle testing methods require continuous improvements to satisfy the ever-increasing demands for testing modern wind turbines. One way to achieve this goal is to use advanced simulation techniques to undertake hybrid testing, in which experiments and simulations are combined to push the boundaries of nacelle testing even further. To do so requires the development of a virtual model of the test bench featuring the true test bench dynamics and functionalities. This contribution presents the development of a virtual model of the complete non-torque load application system of a nacelle test bench at Fraunhofer IWES. The model development methodology is explained and the impact of different levels of modeling depth of the hydraulic system model is investigated. It is concluded that modelling of friction and valve dynamics is necessary as they have significant influence on the generated loads. These findings can help in the development of virtual models of nacelle test benches and pave the way for performing hybrid testing for wind turbine nacelles.
现有的机舱测试方法需要不断改进,以满足现代风力发电机日益增长的测试需求。实现这一目标的一种方法是使用先进的模拟技术进行混合测试,将实验和模拟相结合,进一步推动机舱测试的界限。要做到这一点,需要开发一个具有真实试验台动态和功能的试验台虚拟模型。这一贡献提出了在弗劳恩霍夫IWES的机舱测试台的完整的非扭矩负载应用系统的虚拟模型的发展。阐述了模型的开发方法,研究了不同层次的液压系统模型建模深度对模型开发的影响。由于摩擦和阀的动力学对产生的载荷有很大的影响,因此建模是必要的。这些发现有助于机舱试验台虚拟模型的开发,并为风力发电机机舱混合动力测试铺平道路。
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引用次数: 0
Intelligent Setpoint Optimization for a Range Extender Hybrid Electric Vehicle with Opposed Piston Engine 对置活塞发动机增程器混合动力汽车智能设定值优化
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-18 DOI: 10.1115/1.4063799
Joe Drallmeier, Shima Nazari, Charles Solbrig, Robert Middleton, Jason B. Siegel
Abstract This paper presents the exploration and optimization of a hybridized opposed piston (OP) engine. In this work, the exhaust crankshaft lead (ECL) is introduced as a controllable parameter in the hybridized OP engine enabled by eliminating the conventional geartrain linking the two crankshafts of an OP engine. This allows for variation in the effective compression and expansion ratio of the engine, along with scavenging performance. This novel control actuator as well as the adjustable speed and load setpoint in a series hybrid OP engine powertrain architecture necessitates an intensive calibration effort to realize any possible efficiency improvements. However, the OP engine within this series hybrid powertrain does not need to operate in highly transient conditions, but rather its operating point is fixed or slowly varying. This property permits using online calibration techniques. After manually sweeping speed and ECL values at two power setpoints, the use of an extremum seeking type inter-cycle optimization algorithm to optimize the operating setpoint is validated, showing that near optimal speed and ECL setpoints can be selected despite the relatively flat operating map of the OP engine.
摘要本文介绍了一种混合对置活塞(OP)发动机的研制与优化。本文将曲轴排气导程(ECL)作为一种可控参数引入到混合动力发动机中,消除了传统的齿轮传动系统连接两曲轴的方式。这允许在发动机的有效压缩和膨胀比的变化,随着扫气性能。这种新颖的控制执行器以及串联混合动力引擎动力系统架构中的可调速度和负载设定值需要进行密集的校准工作,以实现任何可能的效率改进。然而,该系列混合动力系统中的OP发动机不需要在高度瞬态条件下工作,而是固定或缓慢变化的工作点。该特性允许使用在线校准技术。在手动扫描两个功率设定值的速度和ECL值后,验证了使用极值寻求型周期间优化算法来优化运行设定值,表明尽管OP引擎的运行地图相对平坦,但仍可以选择接近最优的速度和ECL设定值。
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引用次数: 0
Motion Tracking of a High-Speed Multi-Link System Using Dynamic Measurements Fusion 基于动态测量融合的高速多链路系统运动跟踪
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-16 DOI: 10.1115/1.4063798
Wei Zhang, John Josiah Steckenrider, Tomonari Furukawa
Abstract This paper presents a technique for tracking the high-speed motion of a multi-link system using Inertial Measurement Units (IMUs) in a new sensor arrangement, an approach which is referred to as dynamic measurements fusion. The proposed technique incorporates accelerometers with traditional gyroscopes to measure joint angular velocities, while joint angles are measured with magnetometers. Comparative studies with conventional techniques show that the proposed technique tracks the motion of a multi-link system accurately at both low (0.5 m/s) and high (5 m/s) speeds. Further analysis with different levels of measurement noise demonstrates the robustness of the proposed technique and its overall capability for tracking joint angular velocities and angles.
摘要本文提出了一种利用惯性测量单元(imu)跟踪多连杆系统高速运动的新方法,即动态测量融合方法。该技术将加速度计与传统陀螺仪结合起来测量关节角速度,而用磁力计测量关节角度。与传统技术的比较研究表明,所提出的技术在低(0.5 m/s)和高(5 m/s)速度下都能准确地跟踪多连杆系统的运动。对不同测量噪声水平的进一步分析证明了该技术的鲁棒性及其跟踪关节角速度和角度的整体能力。
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引用次数: 0
Impact of Added Passive Compliance On the Performance of Tip-Actuated Flexible Manipulators 附加被动柔度对尖端驱动柔性机械臂性能的影响
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-09 DOI: 10.1115/1.4063488
Barat S, Sushrut Sudarshan Surve, Rwik Rana, Madhu Vadali, Harish J. Palanthandalam-Madapusi
Abstract With their inherent compliance, flexible manipulator systems (FMSs) are increasingly finding new applications, such as robotic surgeries requiring safe interaction with the environment. While force-controlled FMSs are desirable, an added passive, compliant element can enhance safety while preserving performance. This paper explores the effects of added compliance on tip-actuated FMSs. A detailed analysis compares the impacts of additional compliance, and comparisons are made with a baseline no-compliance case. It is observed that the series compliance provides added safety but with some compromise on performance and stability. In contrast, parallel compliance improves stability and performance without compromising safety in interaction. While similar insights have been well-understood in the context of rigid-link robots, it is interesting to observe that additional series compliance in tip-actuated flexible manipulators is undesirable, unlike for rigid-link robots.
由于其固有的顺应性,柔性机械臂系统(FMSs)正越来越多地找到新的应用,例如需要与环境安全交互的机器人手术。虽然力控fms是可取的,但增加被动、柔性元件可以在保持性能的同时提高安全性。本文探讨了附加顺应性对尖端驱动FMSs的影响。详细的分析比较了额外遵守的影响,并与基线不遵守的情况进行了比较。可以观察到,串联合规性提供了额外的安全性,但在性能和稳定性方面有一些妥协。相比之下,并行遵从性在不影响交互安全性的情况下提高了稳定性和性能。虽然在刚性连杆机器人的背景下,类似的见解已经得到了很好的理解,但有趣的是,与刚性连杆机器人不同,在尖端驱动的柔性机械手中,额外的系列顺应性是不可取的。
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引用次数: 0
Dual Neural Network Control of a Hybrid FES Cycling System 混合FES循环系统的双神经网络控制
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-05 DOI: 10.1115/1.4063487
Glen Merritt, Saiedeh Akbari, Christian Cousin, Hwan-Sik Yoon
Abstract Hybrid functional electrical stimulation (FES) cycling is a method to rehabilitate people with neurological conditions when they are not in and of themselves capable of fully controlling their extremities. To ensure smooth cycling and adequate stimulation to accomplish the rehabilitation task, admittance control is applied between the human and the robotic cycle. The cycle motor is actuated by a dual neural network control structure with an additional robust element tracking the admittance trajectory, while muscles are stimulated with a simple saturated robust controller. The dual neural network structure allows adaptation to separable functions of the dynamic system, in addition to shared adaptation through the admittance filter. A Lyapunov analysis shows that the admittance tracking controller is globally exponentially stable. A passivity analysis shows that the admittance system and cadence tracking error are output strictly passive. A combined analysis shows that the total system is passive. Experiments are performed on eight participants without neurological conditions, on 12 differing protocols including a robust controller for comparison, the addition of noise, and the addition or lack of stimulation. One participant with a neurological condition was evaluated on three different protocols, including a robust controller, a neural network controller, and a game-like mode where the participant was asked to track the trajectory as it appeared on a screen. Statistical analysis of the experiments show that the standard deviation of the tracking error is significantly improved with the adaptive dual neural network control addition when compared to the robust controller, in some instances reducing the magnitude by half.
混合功能电刺激(FES)循环是一种治疗神经系统疾病患者的方法,当他们不能完全控制自己的四肢时。为了确保平稳的循环和足够的刺激来完成康复任务,在人与机器人循环之间应用了导纳控制。循环电机由双神经网络控制结构驱动,其中附加了跟踪导纳轨迹的鲁棒元件,而肌肉则由简单的饱和鲁棒控制器刺激。双神经网络结构允许自适应动态系统的可分离功能,除了通过导纳滤波器共享自适应。李雅普诺夫分析表明,该导纳跟踪控制器具有全局指数稳定性。无源性分析表明,导纳系统和节拍跟踪误差都是严格无源输出。综合分析表明,整个系统是被动的。实验在8名没有神经系统疾病的参与者身上进行,在12种不同的方案上进行,包括一个用于比较的鲁棒控制器,添加噪声,以及添加或缺乏刺激。一名患有神经系统疾病的参与者在三种不同的方案下进行评估,包括鲁棒控制器、神经网络控制器和类似游戏的模式,参与者被要求跟踪屏幕上出现的轨迹。实验统计分析表明,与鲁棒控制器相比,自适应双神经网络控制显著提高了跟踪误差的标准差,在某些情况下降低了一半。
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引用次数: 0
A Load Control Strategy For Stable Operation Of Free-Piston Electromechanical Hybrid Power System 自由活塞式机电混合动力系统稳定运行的负荷控制策略
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-03 DOI: 10.1115/1.4063428
Bo Yang, Jian Zhang, Yuan Chenheng
Abstract The free-piston electromechanical hybrid power system (FEHS) affords the advantages of a simple construction and high thermal efficiency due to the removal of the crankshaft. However, the unrestricted trajectory of the piston linkage assembly (PLA) also gives rise to challenges for stable operation during the process of startup or operation. In order to realize the stable operation of free-piston electromechanical hybrid power system, this paper proposed a load control strategy. First, a dynamic model is established through thermodynamic and electromagnetic theory, and its effectiveness is verified by experiment and simulation. On this basis, a coupling load control model based on linear active disturbance rejection control (ADRC) is developed. The reliability of the proposed load control strategy is validated under different interference fluctuations. The simulation results demonstrate that no matter whether the interference occurs during the startup process or the operation process, the proposed control strategy exerts effective limiting function over the piston linkage assembly and maintain its stable operation. Moreover, compared with the proportion integral differential (PID) control strategy, the proposed strategy exhibits faster response times and a smoother startup process. The compression ratio fluctuation range was reduced from 0.1 to 0.001, and the control accuracy has been greatly improved.
摘要:自由活塞式机电混合动力系统(FEHS)省去了曲轴,具有结构简单、热效率高等优点。然而,活塞连杆总成(PLA)在启动或运行过程中的轨迹不受限制,也给稳定运行带来了挑战。为了实现自由活塞式机电混合动力系统的稳定运行,提出了一种负荷控制策略。首先,通过热力学和电磁学理论建立了系统的动力学模型,并通过实验和仿真验证了模型的有效性。在此基础上,建立了基于线性自抗扰控制(ADRC)的耦合负荷控制模型。在不同的干扰波动下,验证了所提负荷控制策略的可靠性。仿真结果表明,无论在启动过程还是运行过程中出现干扰,所提出的控制策略都能对活塞连杆装置发挥有效的限制作用,保持其稳定运行。此外,与比例积分微分(PID)控制策略相比,该策略具有更快的响应时间和更平稳的启动过程。压缩比波动范围由0.1减小到0.001,大大提高了控制精度。
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引用次数: 0
Exergy Management Strategies For Hybrid Electric Ground Vehicles: A Dynamic Programming Solution 混合动力地面车辆的能量管理策略:一个动态规划解决方案
4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Pub Date : 2023-10-01 DOI: 10.1115/1.4063610
Matteo Acquarone, Gabriele Pozzato, Corey James, Simona Onori
Abstract In this work, exergy management strategies (ExMSs) for hybrid electric ground vehicles (HEVs) are developed. The main advantage of using the exergetic framework is the possibility of pursuing unconventional optimization goals that are inaccessible to the standard energy management strategy (EMS). For instance, in military applications, the critical goal of preventing thermal imaging detection from adversary units does not seem achievable with the conventional EMS. On the other hand, the exergy-based framework can be adopted to reduce the vehicle thermal emissions through the minimization of exergy terms related to heat exchange. Moreover, the overall efficiency of the vehicle can be increased through the minimization of the exergy destruction, a quantity that is not quantifiable by energy-based methods. In this paper, the exergetic model of a series hybrid electric military truck and the exergetic model of the electric induction generator are developed and used to formulate and solve two novel exergy management strategies aiming to minimize genset exergy destruction and thermal emissions, respectively. The optimal solutions to the EMS and ExMSs control problems are obtained through Dynamic Programming over two driving missions. The results show that ExMS for the minimization of exergy destruction achieves similar results to the standard EMS, while the ExMS for the minimization of thermal emissions obtains significantly lower thermal emissions compared to the EMS, effectively reducing the thermal imaging detection risk.
摘要本文研究了混合动力地面车辆(hev)的能源管理策略(exms)。使用ergerggetic框架的主要优点是可以实现标准能源管理策略(EMS)无法实现的非常规优化目标。例如,在军事应用中,防止敌方单位的热成像探测的关键目标似乎无法用传统的EMS实现。另一方面,可以采用基于火用的框架,通过最小化与热交换相关的火用项来减少车辆热排放。此外,车辆的整体效率可以通过最小化火能破坏来提高,这是一个无法通过基于能量的方法量化的量。本文建立了串联混合动力军用卡车的火用模型和电磁感应发电机的火用模型,分别制定和求解了以机组火用破坏最小和热排放最小为目标的两种新型火用管理策略。通过对两个驾驶任务的动态规划,得到了EMS和exms控制问题的最优解。结果表明,最小化火能破坏的ExMS达到了与标准EMS相似的结果,而最小化热排放的ExMS获得的热排放明显低于EMS,有效降低了热成像检测风险。
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引用次数: 0
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