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Hysteresis operator-based adaptive Kalman feedforward control for the scanning motion of hybrid reluctance actuators. 基于滞后算子的自适应卡尔曼前馈控制,用于混合磁阻致动器的扫描运动。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-10-01 DOI: 10.1016/j.isatra.2024.09.031
Yunlang Xu, Liang Guo, Datong Pan, Haibo Zhou, Ji-An Duan
{"title":"Hysteresis operator-based adaptive Kalman feedforward control for the scanning motion of hybrid reluctance actuators.","authors":"Yunlang Xu, Liang Guo, Datong Pan, Haibo Zhou, Ji-An Duan","doi":"10.1016/j.isatra.2024.09.031","DOIUrl":"10.1016/j.isatra.2024.09.031","url":null,"abstract":"<p><p>The hybrid reluctance actuator (HRA) has achieved widespread application in scanning motion tasks. However, the nonlinear perturbations arising from position-dependent stiffness fluctuations, hysteresis, eddy, and flux leakage can significantly affect the control performance. To enhance the control performance of HRA-based systems in scanning motion, this paper introduces an adaptive feedforward method, known as the Chua operator-based Kalman feedforward compensator (COKFC), which aims to mitigate these nonlinear perturbations, with a PID controller serving as the central control element. In the COKFC approach, a Chua operator is employed to effectively capture the inverse hysteresis behavior. A Chua-based time-varying feedforward compensation model is then formulated to represent the inversion of the nonlinear perturbations inherent in the HRA. An improved Kalman filter is utilized for the real-time adaptation of the time-varying parameters within the feedforward compensation model. The design procedure for this control strategy is presented. Experimental evaluations are conducted on an HRA-based stage (HRA-BS), and comparisons are made between the proposed method and several advanced control methods. The experimental results demonstrate that the proposed COKFC method exhibits superior control performance for the scanning motion of the HRA-BS, highlighting its effectiveness in practical applications.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"463-471"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142396321","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Active noise cancellation gets a boost: A novel diffusion-based approach in spline adaptive filters. 主动降噪功能得到提升:花键自适应滤波器中基于扩散的新方法
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-11-02 DOI: 10.1016/j.isatra.2024.10.015
Tahereh Bahraini, Alireza Naeimi-Sadigh
{"title":"Active noise cancellation gets a boost: A novel diffusion-based approach in spline adaptive filters.","authors":"Tahereh Bahraini, Alireza Naeimi-Sadigh","doi":"10.1016/j.isatra.2024.10.015","DOIUrl":"10.1016/j.isatra.2024.10.015","url":null,"abstract":"<p><p>This study addresses the challenge of unwanted noise in signal processing, particularly for applications requiring high-fidelity audio like noise-canceling headphones. Current adaptive filters offer some noise reduction but struggle with specific noise profiles. We propose the enhanced adaptive filter and a distributed learning utilizing a novel diffusion-based framework that leverages spline adaptation. This innovative approach integrates a natural logarithm and a special function called the hyperbolic cosine for improved noise cancellation. Our method achieves superior noise reduction and improved signal quality compared to existing techniques. This research demonstrates the effectiveness of the enhanced adaptive filter, making it ideal for applications demanding pristine audio and well-suited for distributed noise cancellation scenarios.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"286-294"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finite-time hybrid impulsive formation tracking control of multi-agent systems via aperiodic intermittent communication. 通过非周期性间歇通信实现多代理系统的有限时间混合脉冲编队跟踪控制
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-09-16 DOI: 10.1016/j.isatra.2024.09.012
Zhanlue Liang, Xinzhi Liu
{"title":"Finite-time hybrid impulsive formation tracking control of multi-agent systems via aperiodic intermittent communication.","authors":"Zhanlue Liang, Xinzhi Liu","doi":"10.1016/j.isatra.2024.09.012","DOIUrl":"10.1016/j.isatra.2024.09.012","url":null,"abstract":"<p><p>This article studies the problem of formation tracking control in multi-agent systems, achieved in finite time, under challenging conditions such as strong nonlinearity, aperiodic intermittent communication, and time-delay effects, all within a hybrid impulsive framework. The impulses are categorized as either stabilizing control impulses or disruptive impulses. Furthermore, by integrating Lyapunov-based stability theory, graph theory, and the linear matrix inequality (LMI) method, new stability criteria are established. These criteria ensure finite-time intermittent formation tracking while considering weak Lyapunov inequality conditions, intermittent communication rates, and time-varying gain strengths. Additionally, the approach manages an indefinite number of impulsive moments and adjusts the control domain's width based on the average impulsive interval and state-dependent control width. Numerical simulations are provided to validate the applicability and effectiveness of the proposed formation tracking control protocols.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"20-33"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142304821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Adaptive impedance control for docking robot via Stewart parallel mechanism. 通过斯图尔特并联机构实现对接机器人的自适应阻抗控制。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-09-17 DOI: 10.1016/j.isatra.2024.09.008
Zhihua Chen, Gan Zhan, Zhifan Jiang, Wencai Zhang, Zhibo Rao, Hua Wang, Jiehao Li
{"title":"Adaptive impedance control for docking robot via Stewart parallel mechanism.","authors":"Zhihua Chen, Gan Zhan, Zhifan Jiang, Wencai Zhang, Zhibo Rao, Hua Wang, Jiehao Li","doi":"10.1016/j.isatra.2024.09.008","DOIUrl":"10.1016/j.isatra.2024.09.008","url":null,"abstract":"<p><p>This paper provides an adaptive impedance control strategy about docking robot, a locking mechanism scheme based on the Stewart platform developing for the problem of excessive collision contact force caused by external environmental interference during autonomous docking tasks of ground unmanned vehicles. First, the docking robot system was introduced, and an inverse kinematics model of the docking robot was constructed. Next, to solve the problem of excessive collision contact force during docking, we have designed an adaptive impedance control algorithm, which includes a steady-state error model of contact force, an adaptive compensation controller design, and system stability analysis, thus achieving active compliance control. Finally, some simulations and experiments were conducted on the docking robot. Compared with traditional impedance control, adaptive impedance control reduces docking collision contact force and achieves compliant control. In the future, the experimental results provide a new docking approach for autonomous docking of unmanned vehicles, and also serve as a reference for the development of intelligent vehicles.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"361-372"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142378739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-objective optimization of a triple-eccentric butterfly valve considering structural safety and sealing performance. 考虑结构安全和密封性能的三偏心蝶阀多目标优化。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-10-15 DOI: 10.1016/j.isatra.2024.10.009
Chenglong Wang, Dongtao Xu, Kaixian Huang, Yanan Liu, Lipo Yang
{"title":"Multi-objective optimization of a triple-eccentric butterfly valve considering structural safety and sealing performance.","authors":"Chenglong Wang, Dongtao Xu, Kaixian Huang, Yanan Liu, Lipo Yang","doi":"10.1016/j.isatra.2024.10.009","DOIUrl":"10.1016/j.isatra.2024.10.009","url":null,"abstract":"<p><p>The structural safety and sealing performance of a triple-eccentric butterfly valve are crucial technical indicators that influence its reliability and service life. In this study, a new multi-objective optimization strategy is proposed to realize a lightweight design of valve trims, reduce the maximum equivalent stress, and reasonably distribute the sealing-specific pressure. A two-stage optimization scheme is designed by combining topology optimization (TO) and response surface methodology optimization (RSM). The topology optimization is employed to allocate the material distribution of the valve trims and provide the parameters for the response surface optimization, while the response surface methodology optimization conducts a further revision and optimization of the structural parameters of the valve trims. The results of the simulation experiments indicate that the maximum equivalent stress of the lightweight designed valve trims is reduced from 290.85 MPa to 99.88 MPa, and the maximum sealing-specific pressure of the sealing surface is reduced from 197.78 MPa to 77.83 MPa. Additionally, a novel approach is presented for assessing the sealing performance using the clearance of the fitting surface. This method can intuitively evaluate the state of metal sealing and guide the design of the fitting tolerance by analyzing the sensitivity of the dimensional deviation to the sealing-specific pressure. The findings demonstrate that the optimized valve exhibits good structural safety and sealing performance.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"295-308"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142484205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Privacy-preserving distributed frequency control for AC microgrids with constrained communication. 为通信受限的交流微电网提供保护隐私的分布式频率控制。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-09-24 DOI: 10.1016/j.isatra.2024.09.023
Xin Cai, Xingzhi Chen, Bingpeng Gao, Xinyuan Nan
{"title":"Privacy-preserving distributed frequency control for AC microgrids with constrained communication.","authors":"Xin Cai, Xingzhi Chen, Bingpeng Gao, Xinyuan Nan","doi":"10.1016/j.isatra.2024.09.023","DOIUrl":"10.1016/j.isatra.2024.09.023","url":null,"abstract":"<p><p>Distributed control of AC microgrids is one of the most popular methods in the islanded operation mode. Whereas, most of the existing studies either do not consider the potential threat of privacy security or rely on the assumption of ideal communication networks. To this end, this paper presents a novel privacy-preserving distributed secondary frequency control strategy for the privacy protection problem of an islanded AC microgrid with constrained communication. The key contributions of this paper are threefold. (1) Different from the existing privacy-preserving approaches used in AC microgrids, a time-varying function is introduced to mask interactive information such that the frequency cannot be reconstructed by malicious attackers. (2) An event-triggered communication scheme is employed to cope with the constrained communication environment. (3) A privacy-preserving distributed event-triggered control strategy with communication delay is developed such that the frequency restoration and active power sharing of the microgrid are guaranteed. Moreover, the maximum communication delay that the proposed control can withstand is analyzed. Simulation results show the properties of the privacy preservation, the decrease of communication load, and the bounded communication delay allowed in the proposed control strategy.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"228-236"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142335226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reduced order state estimation for a class of impulsive switched systems with unknown inputs. 一类具有未知输入的脉冲切换系统的低阶状态估计。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-09-21 DOI: 10.1016/j.isatra.2024.09.019
Soheil Sheikh Ahmadi, Farzad Hashemzadeh, Mohammad Ali Badamchizadeh
{"title":"Reduced order state estimation for a class of impulsive switched systems with unknown inputs.","authors":"Soheil Sheikh Ahmadi, Farzad Hashemzadeh, Mohammad Ali Badamchizadeh","doi":"10.1016/j.isatra.2024.09.019","DOIUrl":"10.1016/j.isatra.2024.09.019","url":null,"abstract":"<p><p>This paper introduces a robust method for estimating states and switching signals in impulsive switched systems with unknown inputs. It uses a reduced-order estimator to handle inaccessible states and an output derivative-based method to address the effects of unknown inputs, even though this adds some impulsive effects. The method is divided into two main steps: first, dedicated estimators determine the switching signal and identify the active subsystem; then, state estimation is carried out. By incorporating the estimated switching signal, the method effectively eliminates impulsive effects caused by unknown inputs. The study also explores the key conditions needed to ensure that estimation errors decrease exponentially. It uses a common Lyapunov function and Linear Matrix Inequality techniques. Simulation results show that this method is both efficient and effective, outperforming single-estimator approaches.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"171-183"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142335227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Band Relevance Factor (BRF): A novel automatic frequency band selection method based on vibration analysis for rotating machinery. 频带相关因子 (BRF):基于旋转机械振动分析的新型自动频带选择方法。
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-10-01 DOI: 10.1016/j.isatra.2024.09.026
Lucas Costa Brito, Gian Antonio Susto, Jorge Nei Brito, Marcus Antonio Viana Duarte
{"title":"Band Relevance Factor (BRF): A novel automatic frequency band selection method based on vibration analysis for rotating machinery.","authors":"Lucas Costa Brito, Gian Antonio Susto, Jorge Nei Brito, Marcus Antonio Viana Duarte","doi":"10.1016/j.isatra.2024.09.026","DOIUrl":"10.1016/j.isatra.2024.09.026","url":null,"abstract":"<p><p>Monitoring rotating machinery has become a fundamental activity in the industry given the high criticality in production processes. Extracting useful information from signals is a key factor for effective monitoring. Several studies in the areas of Informative Frequency Selection bands (IFB) and Feature Extraction/Selection have demonstrated the need to identify the bands of interest in vibration signals. However, typical methods in these areas focus on identifying bands where impulsive excitations are present or analyzing the relevance of features after signal extraction. Therefore, they do not focus on other regions that may be related to changes in the dynamic behavior of machines or faults. Furthermore, the methods generally require parameter adjustments and are not automatic. To overcome these problems, the present study proposes a new approach called Band Relevance Factor (BRF). BRF aims to perform an automatic selection of all relevant frequency bands for a vibration analysis of a rotating machine based on spectral entropy. In other words, automatically identify all frequency bands that are related to changes in the behavior of the machines or faults. The results are presented through a relevance ranking and can be visually analyzed through a heatmap. The effectiveness of the approach is validated on a synthetically dataset and on two real datasets, showing that BRF is capable of automatically identifying bands that present relevant information for the analysis of rotating machinery.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"439-453"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142376419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Iterative learning robust security predictive tracking control for small delay batch processes: Deception attacks on unreliable network channel. 小延迟批处理的迭代学习鲁棒安全预测跟踪控制:不可靠网络通道上的欺骗攻击
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-10-06 DOI: 10.1016/j.isatra.2024.10.001
Hui Li, Shiqi Wang, Ping Li
{"title":"Iterative learning robust security predictive tracking control for small delay batch processes: Deception attacks on unreliable network channel.","authors":"Hui Li, Shiqi Wang, Ping Li","doi":"10.1016/j.isatra.2024.10.001","DOIUrl":"10.1016/j.isatra.2024.10.001","url":null,"abstract":"<p><p>During the batch process, the need for security control is becoming increasingly urgent with the gradual penetration of network control technology. For small time delay batch processes subject to deception attacks, an iterative learning robust security predictive tracking control approach is developed. Reviewing previous studies for iterative learning control, the issue that the repetitive character of the batch process would mask the characteristics of deception attacks was not considered. Moreover, the gains of iterative learning control law are utilized offline, which makes large deviations for the system state as the operating time increases. This will lead to \"excessive-input\" conditions for control inputs, which means more consumption of energy and production resources. To address these challenges, we introduce robust security invariant sets to improve the robustness of the system by constraining the system state to be in a safe range. Also, the design of the iterative learning controller incorporates deception attack data for historical batches, which is continuously improved and optimized to withstand deception attacks. Meanwhile, by calculating stability conditions online, the real-time control law gain is obtained, which could make the control inputs adjusted online based on the real-time system's dynamic characteristics, avoiding excessive inputs and improving the efficiency of energy and resource utilization. Additionally, the stability analysis proves that the system is input to state stability. Ultimately, simulation verifies the effectiveness and feasibility of the developed method.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"125-136"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142484204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fault detection observer design for Takagi-Sugeno fuzzy systems with finite-frequency specifications. 具有有限频率规格的高木-菅野模糊系统的故障检测观测器设计
ISA transactions Pub Date : 2024-12-01 Epub Date: 2024-10-19 DOI: 10.1016/j.isatra.2024.10.010
Jitao Li, Xu Fang, Zhihao Zhang, Yujia Wang, Xing Liu, Mingjun Zhang
{"title":"Fault detection observer design for Takagi-Sugeno fuzzy systems with finite-frequency specifications.","authors":"Jitao Li, Xu Fang, Zhihao Zhang, Yujia Wang, Xing Liu, Mingjun Zhang","doi":"10.1016/j.isatra.2024.10.010","DOIUrl":"10.1016/j.isatra.2024.10.010","url":null,"abstract":"<p><p>This paper addresses robust fault detection observer design for a class of discrete-time Takagi-Sugeno fuzzy systems with finite-frequency specifications. A novel design method is presented based on finite-frequency H<sub>-</sub>/H<sub>∞</sub> indices and peak-to-peak analysis. The finite-frequency H<sub>-</sub> and H<sub>∞</sub> indices are utilized to characterize fault sensitivity and disturbance robustness, respectively. Peak-to-peak analysis is used to derive a dynamic threshold. To further reduce the conservatism caused by predefined parameters, an iterative algorithm is developed. Both theoretical proof and simulation results show that the performance of the proposed method is not worse than the existing works.</p>","PeriodicalId":94059,"journal":{"name":"ISA transactions","volume":" ","pages":"274-285"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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