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Another Step Towards the Renaissance of Automatic Reset Based Control 向基于复位的自动控制的复兴又迈进了一步
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.094

This work extends list of recently published constrained automatic reset based controllers by optimizing one particular “problematic” solutions with the 4th-order output derivative. Although the proposal itself is derived for integral plus dead-time (IPDT) process models, thanks to the universality of the used ultra-local model, the field of applicability can be very wide and include a number of stable and unstable, linear and non-linear processes. With regard to the progress achieved in the design of generalized automatic reset controllers, the diversity of their various modifications and also with respect to the genius of original automatic reset and hyper reset controllers and their inventors, the contribution further discusses related terminological aspects, especially the misleading designation of these solutions by the term series PI and PID controllers, which was the source of many misunderstandings, problems and contributed to the significant lag in the further development of this type of control. Similar comments it also adds regarding the use of the term anti-reset-windup controller.

这项研究通过优化一个具有四阶输出导数的特殊 "问题 "解决方案,扩展了最近发表的基于受限自动复位的控制器清单。虽然该提案本身是针对积分加死区时间 (IPDT) 过程模型提出的,但由于所使用的超局部模型具有普遍性,因此适用范围非常广泛,包括许多稳定和不稳定、线性和非线性过程。关于通用自动复位控制器设计方面取得的进展、其各种修改的多样性,以及原始自动复位和超复位控制器的天才及其发明者,这篇论文进一步讨论了相关术语方面的问题,特别是用系列 PI 和 PID 控制器误导性地指定这些解决方案,这是许多误解和问题的根源,并导致这类控制的进一步发展严重滞后。此外,该书还就反复位卷扬控制器这一术语的使用提出了类似意见。
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引用次数: 0
Data-Driven Robust Servo Tuning Method Using Fractional-Order PID Controller 使用分数阶 PID 控制器的数据驱动型鲁棒伺服调整方法
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.101

This paper proposes a data-driven method using a Fractional-Order Proportional-Integral-Derivative (FOPID) controller. The proposed method simultaneously obtains FOPID controller and reference model parameters to achieve tracking performance and specified robust stability from only one-shot closed-loop input-output data. The proposed control law is designed by solving an optimization problem, subject to the constraint condition of using the maximum value of the sensitivity function. Therefore, the proposed method provides trade-off design between tracking performance for the reference input and robust stability by selecting robust stability. By comparing numerical example results obtained for FOPID and integer-order controllers, it is shown that the use of the FOPID controller is effective in improving tracking performance for reference output.

本文提出了一种使用分数阶比例-积分-微分(FOPID)控制器的数据驱动方法。该方法可同时获得 FOPID 控制器和参考模型参数,从而仅从一次闭环输入输出数据中获得跟踪性能和指定的鲁棒稳定性。在使用灵敏度函数最大值的约束条件下,通过求解优化问题来设计所提出的控制法则。因此,建议的方法通过选择鲁棒稳定性,在参考输入的跟踪性能和鲁棒稳定性之间进行了权衡设计。通过比较 FOPID 控制器和整数阶控制器的数值示例结果,可以看出使用 FOPID 控制器能有效提高参考输出的跟踪性能。
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引用次数: 0
PID algorithm based on GPC for second-order models with input and output constraints⁎ 基于 GPC 的 PID 算法,适用于具有输入和输出约束条件的二阶模型⁎
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.002

This paper presents a novel constrained PID algorithm that performs almost the same as a constrained GPC tuned with a unit control horizon and an output soft constraint. The proposed approach computes the PID tuning parameters using the unconstrained GPC solution for first or second-order process models and uses a geometric approach, which avoids the use of an optimiser, to compute the final control action combining the PID tuning with a constraint-mapping law. Simulation results are used to illustrate the simplicity and good performance that can be obtained with the proposed approach, which is an interesting solution for PID applications in which output constraints are considered and low computation time of the control law is required.

本文提出了一种新颖的受限 PID 算法,其性能几乎与受限 GPC 算法相同,但具有单位控制范围和输出软约束。所提出的方法使用一阶或二阶过程模型的无约束 GPC 解决方案计算 PID 调节参数,并使用几何方法(避免使用优化器)计算结合 PID 调节和约束映射法的最终控制行动。仿真结果表明,所提出的方法既简单又能获得良好的性能,对于需要考虑输出约束条件和控制法则计算时间较短的 PID 应用来说,这是一种有趣的解决方案。
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引用次数: 0
Positive solutions of a nonlinear three-point p-Laplacian fractional boundary value problem with infinitely many singularities 具有无限多奇点的非线性三点 p-Laplacian 分数边界值问题的正解
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.238

In this paper, an attempt has been made to establish the existence and multiplicity of positive solutions for a class of nonlinear singular fractional differential equation subject to the non-local boundary conditions. We have shown that there exist countably many positive solutions with the help of fixed point index theory in a cone on a Banach space.

本文试图确定一类受非局部边界条件限制的非线性奇异分数微分方程正解的存在性和多重性。我们借助巴拿赫空间锥体中的定点索引理论,证明了存在可计数的多个正解。
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引用次数: 0
Characterization of the Infinite State Representation of the Fractional Order Chaotic Lü System 分数阶混沌吕氏系统的无穷状态表征
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.240

In this paper, the Infinite State Representation is applied to the fractional Lü chaotic system. Thanks to a finite dimension approximation, the original fractional order system is converted into a large dimension set of integer-order nonlinear equations whose initial conditions allow to test the butterfly effect of the equivalent chaotic system. This sensitivity to initial conditions is quantified thanks to Lyapunov exponents computed with an experimental technique. Then, the largest Lyapunov exponent is used as a fractional index to characterize the Infinite State Representation.

本文将无限状态表示法应用于分数吕混沌系统。通过有限维近似,原始分数阶系统被转换成一个大维度的整数阶非线性方程组,其初始条件允许测试等效混沌系统的蝴蝶效应。通过实验技术计算出的 Lyapunov 指数可以量化这种对初始条件的敏感性。然后,最大的 Lyapunov 指数被用作描述无限状态表征的分数指数。
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引用次数: 0
Flow and convection heat of spatial fractional derivative non-Newtonian fluids in fractal main channels 空间分形导数非牛顿流体在分形主通道中的流动和对流热量
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.221

This paper mainly investigates the convective diffusion of non-Newtonian fluids in fractal main channels. The spatial fractional derivative constitutive equations of non-Newtonian fluids are coupled with the flow equations to derive the governing equations for fluid flow and heat transfer. The shifted Grünwald– Letnikov formula is used to obtain numerical solutions for the model. The effects of fractional derivatives, Reynolds number, and Prandtl number on fluid flow and heat transfer are analyzed.

本文主要研究非牛顿流体在分形主通道中的对流扩散。将非牛顿流体的空间分数导数构成方程与流动方程耦合,推导出流体流动和传热的控制方程。使用移位格吕内瓦尔德-列特尼科夫公式获得模型的数值解。分析了分数导数、雷诺数和普朗特数对流体流动和传热的影响。
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引用次数: 0
Dynamic Modeling of a Fluidic Soft Actuator: First Results Within a Fractional Approach 流体软致动器的动态建模:分数方法的初步结果
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.231

Dynamic modeling of soft actuators is a challenging field of research mainly due to the nonlinear properties of the materials they are made of, as well as the infinite degrees of freedom that they exhibit. In this paper, the defection of an eccentric soft fluidic actuator is characterized in terms of the dynamic displacement using both integer and fractional order (FO) models. The actuator, which is cylindrical in shape, is made of a silicone polymer called polydimethylsiloxane (PDMS) from a water-soluble mold and a rod that, when placed eccentrically, allows to create the internal chamber of the actuator. Experimental results are presented to show that the best fitting is obtained with FO models. In fact, the dynamics of the actuator can be fully described with a two-parameter model, namely a fractional integrator of order of about 1.2 with a gain.

软致动器的动态建模是一个极具挑战性的研究领域,这主要是由于其材料的非线性特性以及其表现出的无限自由度。本文利用整阶和分数阶 (FO) 模型,从动态位移的角度描述了偏心软流体致动器的缺陷。致动器为圆柱形,由一种名为聚二甲基硅氧烷(PDMS)的硅聚合物制成,该聚合物由一个水溶性模具和一根偏心放置的杆制成,偏心放置时可形成致动器的内腔。实验结果表明,FO 模型的拟合效果最佳。事实上,致动器的动力学可以用一个双参数模型来完全描述,即一个阶数约为 1.2、带有增益的分数积分器。
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引用次数: 0
Fractional and B-COSFIRE filter based approach for efficient segmentation of retinal blood vessels 基于分数和 B-COSFIRE 滤波器的视网膜血管高效分割方法
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.246

The morphological structure of retinal blood vessels plays an important role in diagnosing ophthalmic diseases such as glaucoma and diabetic retinopathy. Diabetic retinopathy is one of the leading causes of blindness worldwide. Because of the need to examine a large number of individuals on a daily basis, it is indeed challenging for ophthalmologists to analyze the complex retinal vasculature of every outpatient. Automated segmentation of retinal blood vessels can be of significant aid in this labor-intensive process. This work proposes an unsupervised approach for retinal blood vessel segmentation. Here, we enhance the performance of the B-COSFIRE filters for segmentation of the retinal vasculature by denoising a retinal image using a fractional filter derived from a left/forward weighted fractional integral prior to the vascular enhancement by B-COSFIRE filters. Also, we utilize hysteresis thresholding rather than a single global threshold to obtain the final segmented vessels enhanced by the B-COSFIRE filters. This helps to avoid the problem of nonuniform illumination and poor contrast in retinal images.

视网膜血管的形态结构在诊断青光眼和糖尿病视网膜病变等眼科疾病方面发挥着重要作用。糖尿病视网膜病变是导致全球失明的主要原因之一。由于每天需要对大量患者进行检查,眼科医生要分析每个门诊患者复杂的视网膜血管确实具有挑战性。视网膜血管的自动分割对这一劳动密集型过程大有帮助。这项工作提出了一种无监督视网膜血管分割方法。在此,我们在使用 B-COSFIRE 滤波器增强血管之前,使用从左/前加权分数积分中提取的分数滤波器对视网膜图像进行去噪,从而提高 B-COSFIRE 滤波器在视网膜血管分割方面的性能。此外,我们还利用滞后阈值而不是单一的全局阈值来获得经 B-COSFIRE 过滤器增强的最终分割血管。这有助于避免视网膜图像中光照不均匀和对比度差的问题。
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引用次数: 0
On the adaptation of in-context learners for system identification 论适应系统识别的情境学习者
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.541
In-context system identification aims at constructing meta-models to describe classes of systems, differently from traditional approaches that model single systems. This paradigm facilitates the leveraging of knowledge acquired from observing the behaviour of different, yet related dynamics. This paper discusses the role of meta-model adaptation. Through numerical examples, we demonstrate how meta-model adaptation can enhance predictive performance in three realistic scenarios: tailoring the meta-model to describe a specific system rather than a class; extending the meta-model to capture the behaviour of systems beyond the initial training class; and recalibrating the model for new prediction tasks. Results highlight the effectiveness of meta-model adaptation to achieve a more robust and versatile meta-learning framework for system identification.
上下文系统识别旨在构建元模型来描述系统类别,有别于为单一系统建模的传统方法。这种模式有助于利用从观察不同但相关的动态行为中获得的知识。本文讨论了元模型适应性的作用。通过数字示例,我们展示了元模型适应如何在三种现实场景中提高预测性能:定制元模型以描述特定系统而非类别;扩展元模型以捕捉初始训练类别之外的系统行为;以及针对新的预测任务重新校准模型。研究结果凸显了元模型适应性的有效性,从而为系统识别提供了一个更稳健、用途更广泛的元学习框架。
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引用次数: 0
Li-ion cell impedance identification in the time domain as an alternative to identification in the frequency domain 时域锂离子电池阻抗识别替代频域识别
Q3 Engineering Pub Date : 2024-01-01 DOI: 10.1016/j.ifacol.2024.08.520
Electrochemical Impedance Spectroscopy (EIS) is a widely used tool for selecting a pertinent Equivalent Circuit Model (ECM) of Li-ion cells which is characterized by non integer order operators. The main drawback of EIS is the long time required to scan a whole spectrum down to low frequencies. Thus, chronopotentiometry (CP) is an alternative method which consists in identifying impedance parameters using an excitation current sequence lasting a few seconds and the corresponding induced voltage variations. An impedance fractional model needs to be synthesized in order to allow simulation also in the time domain. The pertinence of CP is demonstrated using experimental results obtained with a Samsung 3.4 Ah Li-ion cell. Due to its inability to take into account the inductive behavior, fractional model used in the time domain exhibit limitations. Nevertherless, parameters identified in the time domain present similar results to the ones identified in the frequency domain under the condition of a restricted frequency range.
电化学阻抗光谱法(EIS)是一种广泛使用的工具,用于选择锂离子电池的相关等效电路模型(ECM),该模型以非整数阶算子为特征。EIS 的主要缺点是扫描整个频谱到低频所需的时间较长。因此,时序电位计 (CP) 是一种替代方法,它利用持续几秒钟的激励电流序列和相应的感应电压变化来确定阻抗参数。需要合成阻抗分数模型,以便进行时域模拟。使用 Samsung 3.4 Ah 锂离子电池获得的实验结果证明了 CP 的相关性。由于无法考虑电感行为,时域中使用的分数模型表现出局限性。不过,在频率范围受限的条件下,时域中确定的参数与频域中确定的参数呈现出相似的结果。
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