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Optimal Cooperative Controls for Multi-motor Driving System in Long-wall Shearer 长壁剪板机多电机驱动系统的优化协同控制
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-31 DOI: 10.1007/s12555-023-0174-4
Yongfeng Lv, Jun Zhao, Baixue Miao, Huimin Chang, Xuemei Ren
{"title":"Optimal Cooperative Controls for Multi-motor Driving System in Long-wall Shearer","authors":"Yongfeng Lv, Jun Zhao, Baixue Miao, Huimin Chang, Xuemei Ren","doi":"10.1007/s12555-023-0174-4","DOIUrl":"https://doi.org/10.1007/s12555-023-0174-4","url":null,"abstract":"<p>The traditional coal mining machine uses a single-motor system, which will terminate when encountering a hard road header surface because of power limitations. The same problem exists in large radar servo systems and other applications of heavy industrial. To address this issue, this paper develops the multi-motor driving servo system for the coal mining machine, and designs the adaptive optimal torques for the cut-off gear and the multi-motor system. Firstly, the multi-motor driving system for the coal mining machine is modeled. The optimal performance functions of the cut-off gear and the driving motors are presented, and the Nash equilibrium among the optimal torques is defined. Then, based on the given performance functions, the adaptive optimal torques are found by approximate dynamic programming (ADP) technique, which can find the saddle point and optimize the coal mining machine performance. Moreover, the neural network (NN) weight convergence in the ADP structure is investigated. The stability of the multi-motor driven system with the proposed torques is proved. Finally, taking the coal mining machine as an example, the effectiveness of the performance optimization strategies of cut-off gear and multi-driving motors is verified.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"43 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time Stability Monitoring of Power Systems Using Instantaneous Lyapunov Exponent and Malthusian Parameter 利用瞬时 Lyapunov 指数和马尔萨斯参数实时监控电力系统的稳定性
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-31 DOI: 10.1007/s12555-023-0323-9
Antamil Said, Takami Matsuo
{"title":"Real-time Stability Monitoring of Power Systems Using Instantaneous Lyapunov Exponent and Malthusian Parameter","authors":"Antamil Said, Takami Matsuo","doi":"10.1007/s12555-023-0323-9","DOIUrl":"https://doi.org/10.1007/s12555-023-0323-9","url":null,"abstract":"<p>While the Lyapunov exponents used in previous studies require embedded dimensions and/or multiple initial conditions, our previously proposed instantaneous Lyapunov exponent (ILE) and Malthusian parameter estimator (MPE) directly estimate the rate of increase or decrease by time series data in real-time. The MPE uses adaptive control algorithms to estimate the rate of increase or decrease of the system. Our previously proposed MPE tends to have larger errors for fast-varying parameters and requires a PE condition, but the MPE in the case of a stable system does not satisfy the persistency of excitation (PE) condition. In this paper, we apply recently proposed parameter estimation algorithms effective for time-varying parameters to MPE. Moreover, the other MPE using the generalized parameter estimation-based observer (GPEBO) and the energy pumping-and-damping injection construction is proposed, that does not require the PE condition. The proposed methods allow us to monitor the transient stability in real-time. We compare the estimation performance of ILE and four MPE’s by using two power system examples.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"41 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictor-based Tracking Control of a Class of Series Elastic Actuators With Input Delay 基于预测器的一类带输入延迟的串联弹性致动器的跟踪控制
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-31 DOI: 10.1007/s12555-023-0467-7
Hongwu Ye, Tingting Gao, Yong Zhou, Jiangshuai Huang
{"title":"Predictor-based Tracking Control of a Class of Series Elastic Actuators With Input Delay","authors":"Hongwu Ye, Tingting Gao, Yong Zhou, Jiangshuai Huang","doi":"10.1007/s12555-023-0467-7","DOIUrl":"https://doi.org/10.1007/s12555-023-0467-7","url":null,"abstract":"<p>In this paper, tracking control of a class of series elastic actuators subject to unknown time-varying input delay and additive disturbances is investigated. To address the input delay, a novel predictor-like method is proposed in the control input which uses a predictor to compensate for the delay. Lyapunov-Krasovskii functions are applied within Lyapunov-based stability analysis to show semi-globally uniformly ultimately bounded tracking errors. The control scheme is extended to the case that the input delay is unknown and time-varying. A constant estimate of the delay is determined to establish uniformly ultimately bounded convergence of the tracking error. Numerical simulation results illustrate the performance of the developed robust controller.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"6 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating MR-GPR and MR-NN: An Exploration of Data-driven Control Methods for Nonlinear Systems 评估 MR-GPR 和 MR-NN：非线性系统数据驱动控制方法探索
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-31 DOI: 10.1007/s12555-023-0695-x
Hyuntae Kim, Hamin Chang, Hyungbo Shim
{"title":"Evaluating MR-GPR and MR-NN: An Exploration of Data-driven Control Methods for Nonlinear Systems","authors":"Hyuntae Kim, Hamin Chang, Hyungbo Shim","doi":"10.1007/s12555-023-0695-x","DOIUrl":"https://doi.org/10.1007/s12555-023-0695-x","url":null,"abstract":"<p>This paper addresses the challenge of data-driven control of nonlinear systems, focusing on the limitations and capabilities of model reference Gaussian process regression (MR-GPR) and its evolved counterpart, model reference neural networks (MR-NN). MR-GPR, based on Gaussian processes renowned for their adaptability to diverse data structures, encounters scalability issues especially when handling large datasets. To address these limitations, this paper introduces MR-NN, an extension of MR-GPR, leveraging neural networks (NN) to manage large datasets and capture complex nonlinear dynamics effectively. We present a comprehensive evaluation of both methods through a classical control problem of the inverted pendulum, a system well-recognized for its nonlinear behavior. Numerical experiments are conducted to compare the methods in terms of control performance, computational efficiency, and reliability.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"42 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimal Control Strategies for a Supply Chain System With Delay and Reference Price Effects 具有延迟和参考价格效应的供应链系统的最佳控制策略
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-31 DOI: 10.1007/s12555-023-0025-3
Zhihui Wu, Guo-Ping Liu, Jun Hu, Hui Yu, Dongyan Chen
{"title":"Optimal Control Strategies for a Supply Chain System With Delay and Reference Price Effects","authors":"Zhihui Wu, Guo-Ping Liu, Jun Hu, Hui Yu, Dongyan Chen","doi":"10.1007/s12555-023-0025-3","DOIUrl":"https://doi.org/10.1007/s12555-023-0025-3","url":null,"abstract":"<p>This paper mainly discusses the impacts from the time delay of advertising and the reference price of consumer onto the cooperative advertising decisions. In our model, both the retailer’s platform goodwill (RPG) and the manufacturer’s brand goodwill (MBG) involved with their own advertising efforts are modeled by the delay differential equations. In addition, the RPG and the MBG have positive effects on the consumer’s reference price. The equilibrium advertising strategies of two channel members are firstly derived within the centralized and decentralized scenarios by resorting to the optimal control theory. Besides, the corresponding equilibrium advertising strategies and optimal channel profits are compared, which shows that the centralization brings higher profit to whole channel only when the time delays locate within a specified geometric region and the existence of time delay caused by manufacturer’s advertising also implies smaller advertising participation rate provided by the retailer. Subsequently, a new mechanism is designed to coordinate the supply chain system in the decentralized case under the consignment mode. Finally, a numerical example is employed to illustrate the impacts from key system parameters onto the coordination results when the supply chain is coordinated.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"54 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141865191","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Hamiltonian-based Method for PMSM in Electric Vehicle Considering Iron Loss and Saturation 考虑铁损耗和饱和度的电动汽车 PMSM 哈密顿方法
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI: 10.1007/s12555-022-0927-5
Chaoqian Qiao, Weiwei Sun, Qi Zhang
{"title":"A Hamiltonian-based Method for PMSM in Electric Vehicle Considering Iron Loss and Saturation","authors":"Chaoqian Qiao, Weiwei Sun, Qi Zhang","doi":"10.1007/s12555-022-0927-5","DOIUrl":"https://doi.org/10.1007/s12555-022-0927-5","url":null,"abstract":"<p>The robust control problem of permanent magnet synchronous motor (PMSM) is discussed in this paper. Both iron loss and voltage saturation are considered in the analysis process in order to close to the actual projects. A controller design method, which is called the Hamiltonian-based method, is proposed for the PMSM control system. The responses of each current component and speed are analyzed when load torque disturbance exists. The proposed controller enables the closed-loop system to have robust performance criteria without violating saturation. It is worth noting that a more general truncation-inequality technique is used to deal with saturation, which reduces the conservatism of parameter selection. In addition, the corresponding results are given for two special cases. When there is no saturation and no load torque disturbance, the system is asymptotically stable at the equilibrium point. Simulation results and experimental study show that the proposed method has good load disturbance suppression ability and can ensure the robust performance of the PMSM in EV driving systems.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"126 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fault Tolerant Flight Control for the Traction Phase of Pumping Airborne Wind Energy Systems 泵送机载风能系统牵引阶段的容错飞行控制
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI: 10.1007/s12555-023-0588-z
Tareg Mohammed, Espen Oland, Lorenzo Fagiano
{"title":"Fault Tolerant Flight Control for the Traction Phase of Pumping Airborne Wind Energy Systems","authors":"Tareg Mohammed, Espen Oland, Lorenzo Fagiano","doi":"10.1007/s12555-023-0588-z","DOIUrl":"https://doi.org/10.1007/s12555-023-0588-z","url":null,"abstract":"<p>A fault-tolerant control approach is proposed, for a pumping airborne wind energy system (AWES) comprising a tethered fixed-wing aircraft with integrated propellers for vertical take-off and landing (VTOL). First, the flight control design for the traction phase of the system, when the tethered aircraft has to fly in loops using the rudder, is presented. Then, the presence of the propellers, that are normally not used in the traction phase, is exploited to obtain a fault tolerant controller in case of rudder malfunctioning. The approach detects a possible discrete control surface fault and compensates for the loss in actuation by using the VTOL system. A sophisticated model of the system is used to analyse the performance of the proposed technique. The main finding is that the approach is able to handle abrupt rudder faults with high tolerance.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"25 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Event-triggered Quantized Stabilization for Uncertain Neutral Systems 不确定中性系统的事件触发量化稳定技术
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI: 10.1007/s12555-023-0230-0
Yingqi Zhang, Qing Zhang, Caixia Liu
{"title":"Event-triggered Quantized Stabilization for Uncertain Neutral Systems","authors":"Yingqi Zhang, Qing Zhang, Caixia Liu","doi":"10.1007/s12555-023-0230-0","DOIUrl":"https://doi.org/10.1007/s12555-023-0230-0","url":null,"abstract":"<p>This paper investigates the event-triggered quantized stabilization of uncertain neutral systems. Specifically, based on the suitable Lyapunov functional and relax quadratic function negative determination property, event-triggered quantized controllers and other variable parameters are co-designed, allowing neutral network systems with or without uncertainties to stabilize asymptotically via variable separation approaches. Additionally, the feasible criteria are characterized as convex optimization problems. An example demonstrates the effectiveness and less conservativeness of the proposed method.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"12 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predefined-time Leader-following Consensus for Networked Euler-Lagrange Systems With External Disturbance 有外部干扰的网络化欧拉-拉格朗日系统的预定义时间领导者-跟随共识
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI: 10.1007/s12555-023-0110-7
Hui-Min Zhong, Tao Han, Bo Xiao, Xi-Sheng Zhan, Huaicheng Yan
{"title":"Predefined-time Leader-following Consensus for Networked Euler-Lagrange Systems With External Disturbance","authors":"Hui-Min Zhong, Tao Han, Bo Xiao, Xi-Sheng Zhan, Huaicheng Yan","doi":"10.1007/s12555-023-0110-7","DOIUrl":"https://doi.org/10.1007/s12555-023-0110-7","url":null,"abstract":"<p>In this article, a predefined-time control framework is presented to accomplish the leader-following consensus for Euler-Lagrange (EL) systems, in which a dynamical leader is considered and only a subset of the followers can obtain the information from leader. In order to address the aforementioned problem, a predefined-time control algorithm has been proposed. To be specific, a set of distributed estimators are firstly established to acquire the estimated states of the leader at a predefined time. Then, by applying the designed controller based on sliding surface control, the predefined-time leader-following consensus (PTLFC) problem has been addressed. Moreover, based on Lyapunov argument and input to state stability criterion, sufficient conditions for predefined-time stability are derived. Finally, a large number of simulation examples are given to illustrate the validity of the main results.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"2 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Data-driven Iterative Learning Model Predictive Control for Pneumatic Muscle Actuators 气动肌肉致动器的数据驱动迭代学习模型预测控制
IF 3.2 3区 计算机科学
International Journal of Control Automation and Systems Pub Date : 2024-07-02 DOI: 10.1007/s12555-023-0511-7
Shenglong Xie, Wenyuan Liu, Shiyuan Bian
{"title":"Data-driven Iterative Learning Model Predictive Control for Pneumatic Muscle Actuators","authors":"Shenglong Xie, Wenyuan Liu, Shiyuan Bian","doi":"10.1007/s12555-023-0511-7","DOIUrl":"https://doi.org/10.1007/s12555-023-0511-7","url":null,"abstract":"<p>Iterative learning control (ILC) has been considered as a promising alternative for the control of pneumatic muscle actuator (PMA). However, this controller suffers from a challenge that it is difficult to deal with the complex nonlinear characteristics of PMA. To solve this problem, a novel iterative learning model predictive control (ILMPC) approach, by utilizing the data-driven model, is designed and analyzed in this article. Firstly, the dynamics of PMA is converted into Takagi-Sugeno (T-S) fuzzy nonlinear auto-regression with exogenous inputs (NARX) model, and the differential evolution (DE) estimation algorithm is applied to estimate parameters of the NARX model by utilizing the input and output data. Secondly, the controller of ILMPC is designed and the convergence performance of the controller is verified through theoretical analysis. Finally, the capability of this control method is confirmed via experimental study. Experimental results demonstrate that the proposed ILMPC can achieve satisfactory tracking control and exhibits robustness against load varying.</p>","PeriodicalId":54965,"journal":{"name":"International Journal of Control Automation and Systems","volume":"177 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141515820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","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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