Control Theory in Engineering [Working Title]最新文献

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Synchronous Machine Nonlinear Control System Based on Feedback Linearization and Deterministic Observers 基于反馈线性化和确定性观测器的同步电机非线性控制系统
Control Theory in Engineering [Working Title] Pub Date : 2019-11-07 DOI: 10.5772/intechopen.89420
M. Šundrica
{"title":"Synchronous Machine Nonlinear Control System Based on Feedback Linearization and Deterministic Observers","authors":"M. Šundrica","doi":"10.5772/intechopen.89420","DOIUrl":"https://doi.org/10.5772/intechopen.89420","url":null,"abstract":"A classical linear control system of the SM is based on PI current controllers. Due to SM nonlinearity, with such control system, it is not possible to obtain independent torque and flux control. To overcome this obstacle, a nonlinear control system can be used. Due to unknown damper winding state variables, an observer has to be made. In this work, observers for damper winding currents and damper winding fluxes are presented. Then, based on nonlinear theory, control law with feedback linearization method is obtained. Also, a comparison of the proposed and classical control system is done. For the classical control system, field-oriented control with internal model and symmetrical optimum principles is used. To verify the proposed algorithm, extensive simulation analysis of voltage source inverter drive is made. Processor in the loop testing has been also done.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"289 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114341369","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: 2
Computational Efficiency: Can Something as Small as a Raspberry Pi Complete the Computations Required to Follow the Path? 计算效率:像树莓派这样小的东西能完成跟踪路径所需的计算吗?
Control Theory in Engineering [Working Title] Pub Date : 2019-09-27 DOI: 10.5772/intechopen.88342
Toby White
{"title":"Computational Efficiency: Can Something as Small as a Raspberry Pi Complete the Computations Required to Follow the Path?","authors":"Toby White","doi":"10.5772/intechopen.88342","DOIUrl":"https://doi.org/10.5772/intechopen.88342","url":null,"abstract":"This chapter explains the development processes of a prototype autonomous toy car. It focuses on the design and implementation of transforming a normal remote control toy car into a self-contained vehicle with the capability to drive autonomously. This would be proven by making it follow a track of any layout. It uses a neural network (NN) in the form of a multilayer perceptron (MLP) to process images in real time to generate a movement instruction. Upon completion, the vehicle demonstrated the ability to be able to follow a track of any layout, while staying between both sides of the track. The collision avoidance system proved to be effective up to a distance of 50 cm in front of the vehicle in order to let it stop prior to hitting an object. The neural network processing of the image in order to classify it in a real time proved to be above the expectation of around 5 FPS and has an accuracy score of over 90%.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123930981","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
Algorithms for LQR via Static Output Feedback for Discrete-Time LTI Systems 通过离散时间 LTI 系统的静态输出反馈实现 LQR 的算法
Control Theory in Engineering [Working Title] Pub Date : 2019-09-27 DOI: 10.5772/intechopen.89319
Y. Peretz
{"title":"Algorithms for LQR via Static Output Feedback for Discrete-Time LTI Systems","authors":"Y. Peretz","doi":"10.5772/intechopen.89319","DOIUrl":"https://doi.org/10.5772/intechopen.89319","url":null,"abstract":"Randomized and deterministic algorithms for the problem of LQR optimal control via static-output-feedback (SOF) for discrete-time systems are suggested in this chapter. The randomized algorithm is based on a recently introduced randomized optimization method named the Ray-Shooting Method that efficiently solves the global minimization problem of continuous functions over compact non-convex unconnected regions. The randomized algorithm presented here has a proof of convergence in probability to the global optimum. The suggested deterministic algorithm is based on the gradient method and thus can be proved to converge to local optimum only. A comparison between the algorithms is provided as well as the performance of the hybrid algorithm.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129510134","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
Nonlinear Dynamics of Asynchronous Electric Drive: Engineering Interpretation and Correction Techniques 异步电力传动的非线性动力学:工程解释与校正技术
Control Theory in Engineering [Working Title] Pub Date : 2019-08-20 DOI: 10.5772/INTECHOPEN.88223
V. Kodkin, A. Anikin, A. A. Baldenkov
{"title":"Nonlinear Dynamics of Asynchronous Electric Drive: Engineering Interpretation and Correction Techniques","authors":"V. Kodkin, A. Anikin, A. A. Baldenkov","doi":"10.5772/INTECHOPEN.88223","DOIUrl":"https://doi.org/10.5772/INTECHOPEN.88223","url":null,"abstract":"The results of theoretical and practical research studies most widely used in the industry of variable frequency drives (VFD) are presented in this manuscript. Such objects are characterized by dynamic nonlinearities that are difficult to take into account in the mathematical description for the development of control algorithms. Accounting for these nonlinearities leads to equations that are very problematic to solve. Therefore, the equations of the mathematical model on which the vector control system is based are compiled with the assumption of the sinusoidality of the processes occurring in the control object. Comparative results of the analysis of dynamic of VFD with two types of sensorless control, vector and scalar, show the problems that these assumptions lead to.. For identification of nonlinearities, dynamic formulas of transfer functions of torque generator in VFD are proposed, taking into account slip and stator voltage frequency The nonlinear transfer functions obtained in this work made it possible to substantiate structural solutions that linearize the VFD and substantially increase their efficiency. The use of dynamic feedback on the stator current allowed to significantly increase the dynamics and efficiency of a more stable scalar control.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121523825","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: 5
Nyquist-Like Stability Criteria for Fractional-Order Linear Dynamical Systems 分数阶线性动力系统的类nyquist稳定性判据
Control Theory in Engineering [Working Title] Pub Date : 2019-08-14 DOI: 10.5772/INTECHOPEN.88119
Jun Zhou
{"title":"Nyquist-Like Stability Criteria for Fractional-Order Linear Dynamical Systems","authors":"Jun Zhou","doi":"10.5772/INTECHOPEN.88119","DOIUrl":"https://doi.org/10.5772/INTECHOPEN.88119","url":null,"abstract":"In this chapter, we propose several Nyquist-like stability criteria for linear dynamical systems that are described by fractional commensurate order linear time-invariant (FCO-LTI) state-space equations (thus endowed with fractional-order transfer functions) by means of the argument principle for complex analysis. Based on the standard Cauchy integral contour or its shifting ones, the stability conditions are necessary and sufficient, independent of any intermediate poles computation, domain transformation, and distribution investigation, which can be implemented graphically with locus plotting or numerically without any locus plotting. The proposed criteria apply to both single and multiple fractional cases as well and can be exploited in regular-order systems without any modification. Case study is included.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129677937","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: 4
Agent-Based Control System as a Tool towards Industry 4.0: Directed Communication Graph Approach 面向工业4.0的基于代理的控制系统:有向通信图方法
Control Theory in Engineering [Working Title] Pub Date : 2019-07-31 DOI: 10.5772/INTECHOPEN.87180
Adenuga Olukorede Tijani, Mpofu Khumbulani, Adenuga Olugbenga Akeem
{"title":"Agent-Based Control System as a Tool towards Industry 4.0: Directed Communication Graph Approach","authors":"Adenuga Olukorede Tijani, Mpofu Khumbulani, Adenuga Olugbenga Akeem","doi":"10.5772/INTECHOPEN.87180","DOIUrl":"https://doi.org/10.5772/INTECHOPEN.87180","url":null,"abstract":"Agent-based control systems composed of simple locally interacting controller agents with demonstrated complex group behaviour. There have been relatively few implementations of agent-based control systems, mainly because of the difficulty of determining whether simple controller agent strategies will lead to desirable collective behaviour in a large system. The aim of this chapter is to design an agent-based control system for sets of ‘ clustered ’ controller agents through proposed directed communication graph approach as potent tool for the Industry 4.0. To reach global coordination with focus on real world applications, we use cluster algorithm technique in a set of rules for assigning decision tasks to agents. The outcomes include behavioural pattern, trend of agents and multi-agents usage in rail manufacturing enterprise resource planning and supply chain management. The results of this study showed that the combination of multi-agent system has ability to interact effectively and make informed decision on the type of maintenance actions, resource planning, train arrival times, etc.","PeriodicalId":426434,"journal":{"name":"Control Theory in Engineering [Working Title]","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134300455","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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