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Automatic Control of the Structure of Dynamic Objects in High-Voltage Power Smart-Grid 高压智能电网中动态对象结构的自动控制
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2020-03-20 DOI: 10.5772/intechopen.91664
A. Nikiforov
The control and protection algorithms for the considered class of dynamic facilities with a tunable structure are considered. Their relevance follows from the concepts of the development of the electric power industry—smart grid, digital substation and outsourcing services. The properties of this class of dynamic objects are spatial distribution, many options for changing the structure and motion in vibrational circuits at natural frequencies from ultra-high to ultra-low. The input coordinate of the dynamic objects is the vector of the change in the structure of the object. The output coordinate is the power of a special semantic signal about the state of the facilities. Their management is carried out as part of the stabilisation system of the normal operation of the facility. Stabilisation is achieved by the criterion of the minimum deviation of the power of the semantic signal from the ‘normal mode’ setting of operation. Executive bodies rebuild the structure of the dynamic facility in a pulsed, programmatic way, using the possibilities of self-healing and resource reservation. If stabilisation is not possible, the damaged area is excluded from the facility. The problem of the stability of the system turned out to be the lack of sufficient information about the state of the object and the similarity of the structure and significance of unrecognisable semantic situations to the main situations. Control algorithms are synthesised by the developed structural-informational (SI) method of dynamic pattern recognition.
考虑了一类具有可调结构的动态设施的控制和保护算法。它们的相关性源于电力行业发展的概念——智能电网、数字化变电站和外包服务。这类动态对象的特性是空间分布,在固有频率从超高到超低的振动电路中改变结构和运动的许多选择。动态物体的输入坐标是物体结构变化的矢量。输出坐标是关于设备状态的特殊语义信号的功率。它们的管理是作为设施正常运行的稳定系统的一部分进行的。稳定是通过从操作的“正常模式”设置的语义信号的功率的最小偏差的标准实现的。执行机构利用自我修复和资源保留的可能性,以一种脉冲的、程序化的方式重建了动态设施的结构。如果不可能稳定,则将受损区域排除在设施之外。系统的稳定性问题是缺乏关于对象状态的足够信息,以及不可识别语义情况的结构和意义与主要情况的相似性。采用动态模式识别的结构信息(SI)方法综合控制算法。
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引用次数: 2
An Implementable and Stabilizing Model Predictive Control Strategy for Inverted Pendulum-Like Behaved Systems 类倒摆系统的一种可实现且稳定的模型预测控制策略
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2020-03-07 DOI: 10.5772/intechopen.91629
O. Abreu, M. Martins, L. Schnitman
In control theory, the inverted pendulum is a class of dynamic systems widely used as a benchmarking for evaluating several control strategies. Such a system is characterized by an underactuated behavior. It is also nonlinear and presents open-loop unstable and integrating modes. These dynamic features make the control more difficult, mainly when the controller synthesis seeks to include constraints and the guarantee of stability of the closed-loop system. This chapter presents a stabilizing model predictive control (MPC) strategy for inverted pendulum-like behaved systems. It has an offset-free control law based on an only optimization problem (one-layer control formulation), and the Lyapunov stability of the closed-loop system is achieved by adopting an infinite prediction horizon. The controller feasibility is also assured by imposing a suitable set of slacked terminal constraints associated with the unstable and integrating states of the system. The effectiveness of the implementable and stabilizing MPC controller is experimentally demonstrated in a commercial-didactic rotary inverted pendulum prototype, considering both cases of stabilization of the pendulum in the upright position and the output tracking of the rotary arm angle.
在控制理论中,倒立摆是一类动态系统,被广泛用作评估多种控制策略的基准。这种系统的特点是行为欠驱动。它也是非线性的,呈现开环不稳定和积分模式。这些动态特性使控制变得更加困难,特别是当控制器综合寻求包含约束和保证闭环系统的稳定性时。本章针对类倒立摆系统提出了一种稳定模型预测控制策略。它具有基于唯一优化问题(单层控制公式)的无偏移控制律,采用无限预测视界实现闭环系统的李雅普诺夫稳定性。通过施加一组与系统的不稳定状态和积分状态相关的适当的松弛终端约束,也保证了控制器的可行性。在一个商业教学的倒立摆样机上,考虑了倒立摆在直立位置的稳定和转臂角度的输出跟踪两种情况,实验证明了MPC控制器的有效性。
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引用次数: 1
Wavelet Neural Networks for Speed Control of BLDC Motor 小波神经网络在无刷直流电机速度控制中的应用
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2020-03-05 DOI: 10.5772/intechopen.91653
A. L. Saleh, A. Obed, H. H. Qasim, Waleed I. Breesam, Y. Al-Yasir, Nasser Ojaroudi, R. Abd‐Alhameed
In the recent years, researchers have sophisticated the synthesis of neural networks depending on the wavelet functions to build the wavelet neural networks (WNNs), where the wavelet function is utilized in the hidden layer as a sigmoid function instead of conventional sigmoid function that is utilized in artificial neural network. The WNN inherits the features of the wavelet function and the neural network (NN), such as self-learning, self-adapting, time-frequency location, robustness, and nonlinearity. Besides, the wavelet function theory guarantees that the WNN can simulate the nonlinear system precisely and rapidly. In this chapter, the WNN is used with PID controller to make a developed controller named WNN-PID controller. This controller will be utilized to control the speed of Brushless DC (BLDC) motor to get preferable performance than the traditional controller techniques. Besides, the particle swarm optimization (PSO) algorithm is utilized to optimize the parameters of the WNN-PID controller. The modification for this method of the WNN such as the recurrent wavelet neural network (RWNN) was included in this chapter. Simulation results for all the above methods are given and compared.
近年来,研究者利用小波函数合成神经网络来构建小波神经网络(WNNs),在隐层中利用小波函数作为sigmoid函数来代替人工神经网络中使用的常规sigmoid函数。小波神经网络继承了小波函数和神经网络的自学习、自适应、时频定位、鲁棒性和非线性等特点。此外,小波函数理论保证了小波神经网络能够准确、快速地模拟非线性系统。在本章中,我们将小波神经网络与PID控制器相结合,开发了一种名为小波神经网络-PID控制器的控制器。该控制器将用于控制无刷直流电动机的速度,以获得比传统控制器技术更好的性能。此外,利用粒子群算法对WNN-PID控制器的参数进行了优化。本章介绍了对该方法的改进,即循环小波神经网络(RWNN)。给出了上述方法的仿真结果并进行了比较。
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引用次数: 2
Development of Ellipsoidal Analysis and Filtering Methods for Nonlinear Control Stochastic Systems 非线性控制随机系统椭球分析与滤波方法的发展
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2020-02-13 DOI: 10.5772/intechopen.90732
I. Sinitsyn, V. Sinitsyn, Edward R. Korepanov
The methods of the control stochastic systems (CStS) research based on the parametrization of the distributions permit to design practically simple software tools. These methods give the rapid increase of the number of equations for the moments, the semiinvariants, coefficients of the truncated orthogonal expansions of the state vector Y, and the maximal order of the moments involved. For structural parametrization of the probability (normalized and nonnormalized) densities, we shall apply the ellipsoidal densities. A normal distribution has an ellipsoidal structure. The distinctive characteristics of such distributions consist in the fact that their densities are the functions of positively determined quadratic form of the centered state vector. Ellipsoidal approximation method (EAM) cardinally reduces the number of parameters. For ellipsoidal linearization method (ELM), the number of equations coincides with normal approximation method (NAM). The development of EAM (ELM) for CStS analysis and CStS filtering are considered. Based on nonnormalized densities, new types of filters are designed. The theory of ellipsoidal Pugachev conditionally optimal control is presented. Basic applications are considered.
基于分布参数化的控制随机系统(CStS)研究方法允许设计实际简单的软件工具。这些方法给出了矩、半不变量、状态向量Y的截断正交展开式的系数以及所涉及的矩的最大阶数的方程数量的快速增加。对于概率密度(归一化和非归一化)的结构参数化,我们将应用椭球密度。正态分布具有椭球状结构。这种分布的显著特征在于它们的密度是中心状态向量正定二次型的函数。椭球近似法(EAM)从根本上减少了参数的数量。对于椭球线性化方法(ELM),方程数与正态近似法(NAM)重合。考虑了用于CStS分析和CStS滤波的EAM (ELM)的发展。基于非归一化密度,设计了新型滤波器。提出了椭球普加乔夫条件最优控制理论。考虑基本应用。
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引用次数: 0
Dynamic Sensitivity Evaluation of Retrofit SR-600 SCARA Robot 改进型SR-600 SCARA机器人动态灵敏度评价
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-03-15 DOI: 10.12691/AUTOMATION-7-1-2
Edeh O.D.F., C. Ossia
Rapid technological advances to meet increasing demand for optimal, economical and environmentally friendly solutions has lead to the challenge of increased discontinuities of some service parts by manufacturers. These discontinuities had resulted in increased abandonment of some machines after a few years. Electronic and control modules often receive great share of this abandonment. Hence, the Selective Compliant Assembly Robot Arm (SR-600 SCARA Robot) had been cut-up by these discontinuities. Retrofitting enables existing machines access to new technologies and opportunities. In this study, SR-600 SCARA Robot was reviewed for this purpose. The forward and inverse kinematics equations were solved. An insulated-gate bipolar transistor (IGBT)-based power amplifier design was developed. Results of the amplifier Simulation, closed-loop control implementation and the PID (proportional integral derivative) tuning of the axes servos were presented. The results does not only offer cheap, compact and power efficient control solution, but also an improved multimode motion control using PID controls with velocity and acceleration feed-forward and high speed Ethernet communication between the Robot and the host computer. In this retrofit, results indicate an excellent angular resolution of 0.001o for the three revolute joints, a translational resolution of 2.223µm and an overall motion accuracy of 0.038o for the PID tune configuration of Ki = 1, Kp =50, and Kd =100.
为了满足日益增长的对最佳、经济和环保解决方案的需求,快速的技术进步导致了制造商一些服务部件的不连续性增加的挑战。这些不连续性导致一些机器在几年后被遗弃的情况增加。电子和控制模块往往收到很大的份额,这种放弃。因此,选择性柔性装配机械臂(SR-600 SCARA机器人)被这些不连续性切断。改造使现有机器获得新技术和机会。在本研究中,SR-600 SCARA机器人为此目的进行了审查。求解了机器人的正、逆运动学方程。提出了一种基于绝缘栅双极晶体管(IGBT)的功率放大器设计。给出了放大器仿真、闭环控制实现和轴向伺服系统PID整定的结果。该结果不仅提供了廉价、紧凑和节能的控制方案,而且还提供了一种改进的多模式运动控制,采用速度和加速度前馈PID控制,机器人与主机之间具有高速以太网通信。在此改造中,结果表明,对于Ki =1, Kp =50, Kd =100的PID调谐配置,三个旋转关节的角分辨率为0.0010,平移分辨率为2.223µm,整体运动精度为0.038。
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引用次数: 2
A new three-dimensional chaotic system: its adaptive control and circuit design 一种新的三维混沌系统:自适应控制与电路设计
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-01-01 DOI: 10.1504/IJAAC.2019.10016561
S. Vaidyanathan, Oumate Alhadji Abba, G. Betchewe, Mohamadou Alidou
A new three-dimensional chaotic system with two nonlinearities is proposed in this research work. Specifically, the two nonlinearities considered in the construction of the new chaotic system are a quadratic nonlinearity and a quartic nonlinearity. A systematic study of the three-dimensional chaotic system has been made including phase portraits, dissipativity, rest points and their stability, Lyapunov chaos exponents, Kaplan-Yorke fractal dimension, etc. As main control results, we design feedback control laws using adaptive control theory to achieve global stabilisation of the new chaotic system and also global synchronisation of identical chaotic systems with unknown parameters. Finally, an electronic circuit design of the new chaotic system using electronic work bench (EWB) is described in detail to confirm the feasibility of the theoretical chaotic model.
本文提出了一种新的双非线性三维混沌系统。具体来说,在新混沌系统的构建中考虑了两种非线性:二次非线性和四次非线性。对三维混沌系统进行了系统的研究,包括相谱、耗散、静止点及其稳定性、李雅普诺夫混沌指数、Kaplan-Yorke分形维数等。作为主要控制结果,我们利用自适应控制理论设计了反馈控制律,以实现新混沌系统的全局稳定和具有未知参数的相同混沌系统的全局同步。最后,详细描述了利用电子工作台(EWB)设计的新型混沌系统的电子电路,以验证理论混沌模型的可行性。
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引用次数: 27
Derivative adaptive predictive control for a tempering process 回火过程的导数自适应预测控制
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2019-01-01 DOI: 10.1504/ijaac.2019.10018131
Santiago Morant Artés, Juan M. Martín Sánchez, Daniel Viúdez Moreiras
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引用次数: 0
Design of mixed sensitivity H∞ control for four-rotor hover vehicle 四旋翼悬停飞行器混合灵敏度H∞控制设计
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2017-01-01 DOI: 10.1504/IJAAC.2017.10001064
R. Amin, Li Aijun
During the past one decade, multirotor unmanned aerial vehicles (MUAVs)'s control has become an active research area for flight control community. The reasons behind are the benefits offered by MUAV and its numerous commercial and consumer applications. In this paper, design of a robust attitude controller for four-rotor hover vehicle that is a kind of MUAV, based on H∞ mixed-sensitivity synthesis is presented. Firstly, a linear model of four-rotor hover vehicle is derived, which is formulated as a nominal plant perturbed by parameter and unstructured uncertainties. H∞ mixed-sensitivity controller is designed due to the uncertain nature of the system. The efficacy of the proposed controller is proved by simulations and experiment. Performance analysis, simulation, and experimental results show that the proposed controller guarantees stability, exhibits good performance, and robustness margins against the parameter and unstructured uncertainties.
近十年来,多旋翼无人机的控制已成为飞控界研究的热点。背后的原因是MUAV及其众多商业和消费者应用提供的好处。提出了一种基于H∞混合灵敏度综合的四旋翼悬停飞行器鲁棒姿态控制器的设计方法。首先,建立了四旋翼悬停飞行器的线性模型,将其表示为一个受参数和非结构不确定性扰动的标称对象。针对系统的不确定性,设计了H∞混合灵敏度控制器。仿真和实验验证了该控制器的有效性。性能分析、仿真和实验结果表明,所提出的控制器保证了稳定性,对参数和非结构化不确定性具有良好的性能和鲁棒性裕度。
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引用次数: 2
Application of artificial immune algorithm-based optimisation in tuning a PID controller for nonlinear systems 基于人工免疫算法的优化在非线性系统PID控制器整定中的应用
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2015-08-04 DOI: 10.1504/IJAAC.2015.070955
M. Sahraoui, M. Khelfi, Mohammed Salem
This paper is dedicated to present one of newly developed evolutionary algorithm. We consider a new way to tune the PID controller of nonlinear systems where the parameters of PID are optimised using the optimisation method called artificial immune algorithm (AIA). This algorithm is inspired from the immune system defends to the body against harmful diseases and infections. This paper describes the application of AIA technique based on two fitness function to optimally tune the three terms of the classical PID controller, to control a nonlinear process. Simulations of the proposed algorithm are carried out over a mass-spring damper system. The results of simulation indicate that the genetic AIA is an effective method for parameter optimisation of PID controllers.
本文介绍了一种新发展的进化算法。本文提出了一种新的非线性系统PID控制器的整定方法,该方法采用人工免疫算法(AIA)对PID参数进行优化。这个算法的灵感来自于免疫系统对身体有害疾病和感染的防御。本文介绍了应用基于两个适应度函数的AIA技术对经典PID控制器的三项进行最优整定,以实现对非线性过程的控制。在一个质量-弹簧阻尼器系统上对该算法进行了仿真。仿真结果表明,遗传AIA是一种有效的PID控制器参数优化方法。
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引用次数: 4
Control of PEM fuel cell system via higher order sliding mode control PEM燃料电池系统的高阶滑模控制
IF 1.2 Q4 AUTOMATION & CONTROL SYSTEMS Pub Date : 2012-01-01 DOI: 10.1504/IJAAC.2012.051892
S. Rostami, A. R. Noei, Reza Gaderi
This paper presents a multi-input multi-output (MIMO) dynamic model of polymer electrolyte membrane (PEM) fuel cells. A non-linear controller is designed to prolong the stack life of the PEM fuel cell. A moderate deviation between hydrogen and oxygen partial pressures can cause severe membrane damage in the fuel cell. Therefore, a second-order sliding mode strategy is applied to the PEM fuel cell system. This controller is combined with a new step by step differentiators as an output-feedback controller. The differentiator estimates a successive derivative of the measured error signal up to n – 1 order after a finite time transient. Simulation procedure shows performance of the SOSM approach to control PEMFC stack pressure to provide robustness against uncertainties and disturbances.
提出了聚合物电解质膜燃料电池的多输入多输出(MIMO)动力学模型。为了延长PEM燃料电池的堆寿命,设计了非线性控制器。氢氧分压之间的适度偏差会导致燃料电池中的膜严重损坏。因此,将二阶滑模策略应用于PEM燃料电池系统。该控制器与一种新的阶跃微分器相结合作为输出反馈控制器。微分器估计测量误差信号在有限时间暂态后的连续导数,最高可达n - 1阶。仿真结果表明,SOSM方法能够有效地控制PEMFC堆叠压力,对不确定性和干扰具有鲁棒性。
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引用次数: 2
期刊
International Journal of Automation and Control
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