首页 > 最新文献

IEEE International Conference on Industrial Technology, 2003最新文献

英文 中文
Low speed performance improvement in sensorless drive using measured stator voltages of PWM voltage source inverter 利用PWM电压源逆变器测量定子电压改善无传感器驱动的低速性能
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290388
G. Edelbaher, E. Urlep, M. Ćurković, V. Kranjec
Besides the quality of used parameters also the applied voltage is an important issue in the speed sensorless induction motor control. Information contained in the value of measured rotor speed has to be obtained from other available signals, especially the stator input voltages. However, the actual output voltage of the voltage source inverter differs from the reference value. This influence is especially important in low speed region where the error in calculated flux values might cause not only reduced pull-out torque and additional losses of the machine but also the unstability of the drive system. While one would like to avoid measurement of actual stator voltages because of its complexity and higher cost of the system, additional performance improvement in very low speed region can only be achieved with exact knowledge of voltage. But this can only be obtained by using measurements. The main goal of this paper is to present advantages of stator voltage measurements in low speed region of speed sensorless drives over cost effective solutions using dead time compensated inverter.
在无速度传感器异步电动机控制中,除参数的质量外,外加电压也是一个重要的问题。所测转子转速值中包含的信息必须从其他可用信号中获得,特别是定子输入电压。但是,电压源逆变器的实际输出电压与参考值不同。这种影响在低速区域尤为重要,在低速区域,计算出的磁通值的误差不仅会导致拉出转矩的减小和机器的额外损失,而且还会导致驱动系统的不稳定。虽然由于系统的复杂性和较高的成本,人们希望避免测量实际定子电压,但只有在精确了解电压的情况下,才能在极低速区域实现额外的性能改进。但这只能通过测量得到。本文的主要目的是介绍无速度传感器驱动的低速区域定子电压测量与使用死区补偿逆变器的成本效益解决方案相比的优势。
{"title":"Low speed performance improvement in sensorless drive using measured stator voltages of PWM voltage source inverter","authors":"G. Edelbaher, E. Urlep, M. Ćurković, V. Kranjec","doi":"10.1109/ICIT.2003.1290388","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290388","url":null,"abstract":"Besides the quality of used parameters also the applied voltage is an important issue in the speed sensorless induction motor control. Information contained in the value of measured rotor speed has to be obtained from other available signals, especially the stator input voltages. However, the actual output voltage of the voltage source inverter differs from the reference value. This influence is especially important in low speed region where the error in calculated flux values might cause not only reduced pull-out torque and additional losses of the machine but also the unstability of the drive system. While one would like to avoid measurement of actual stator voltages because of its complexity and higher cost of the system, additional performance improvement in very low speed region can only be achieved with exact knowledge of voltage. But this can only be obtained by using measurements. The main goal of this paper is to present advantages of stator voltage measurements in low speed region of speed sensorless drives over cost effective solutions using dead time compensated inverter.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115660893","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: 7
Optimal network reconfiguration of electrical distribution systems 配电系统的最优网络重构
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290233
B. Radha, R. King, H. Rughooputh
Distribution systems are critical links between the utility and customer, in which sectionalizing switches are utilized for both protection and configuration management. Usually, distribution systems are designed to be most efficient at peak load demand. Obviously, the network can be made more efficient by reconfiguring it according to the variation in load demand. This paper surveys the methods that have been proposed to solve the network reconfiguration problem and presents an integration of two algorithms: a network-topology-based three-phase distribution power flow algorithm and an algorithm for determining power loss of a radial configuration for a power distribution network. Simulation results of the proposed method on a 22 kV Bramsthan section of the CEB network of Mauritius are presented.
配电系统是公用事业和用户之间的关键环节,在配电系统中,分段开关被用于保护和配置管理。通常,配电系统被设计成在高峰负荷需求时效率最高。显然,通过根据负载需求的变化对网络进行重新配置,可以提高网络的效率。本文综述了已有的解决电网重构问题的方法,并提出了两种算法的集成:基于网络拓扑的三相配电潮流算法和确定配电网径向配置的功率损耗算法。文中给出了该方法在毛里求斯CEB网布拉姆斯坦22kv线路上的仿真结果。
{"title":"Optimal network reconfiguration of electrical distribution systems","authors":"B. Radha, R. King, H. Rughooputh","doi":"10.1109/ICIT.2003.1290233","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290233","url":null,"abstract":"Distribution systems are critical links between the utility and customer, in which sectionalizing switches are utilized for both protection and configuration management. Usually, distribution systems are designed to be most efficient at peak load demand. Obviously, the network can be made more efficient by reconfiguring it according to the variation in load demand. This paper surveys the methods that have been proposed to solve the network reconfiguration problem and presents an integration of two algorithms: a network-topology-based three-phase distribution power flow algorithm and an algorithm for determining power loss of a radial configuration for a power distribution network. Simulation results of the proposed method on a 22 kV Bramsthan section of the CEB network of Mauritius are presented.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125256402","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: 14
Dynamic model for linear induction motors 线性感应电动机的动态模型
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290372
E.F. da Silva, E.B. dos Santos, P.C.M. Machado, Marco Aurelio Goncalves de Oliveira
This paper presents a mathematical model that describes the dynamic behaviour of a linear induction motor, divided into two portions. The first part represents the model dynamic of conventional induction motor without the end effects while the second portion describes the attenuation caused by the end effects on the linear induction motor.
本文提出了一个描述线性感应电动机动态特性的数学模型,该模型分为两部分。第一部分描述了不考虑末端效应的传统感应电机的模型动态,第二部分描述了末端效应对线性感应电机的衰减。
{"title":"Dynamic model for linear induction motors","authors":"E.F. da Silva, E.B. dos Santos, P.C.M. Machado, Marco Aurelio Goncalves de Oliveira","doi":"10.1109/ICIT.2003.1290372","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290372","url":null,"abstract":"This paper presents a mathematical model that describes the dynamic behaviour of a linear induction motor, divided into two portions. The first part represents the model dynamic of conventional induction motor without the end effects while the second portion describes the attenuation caused by the end effects on the linear induction motor.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126842873","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: 36
Distributed virtual and remote labs in engineering 工程中的分布式虚拟和远程实验室
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290837
M. Auer, A. Pester, D. Ursuțiu, C. Samoilă
Laboratories are important elements in science, engineering and technical education. They allow the application and testing of theoretical knowledge in practical learning situations. Experimentation and experience-based learning is also performed in many other subject areas, for example in economics where students lead virtual companies and compete on a simulated market. Active learning by means of online laboratories is especially valuable for distance education students and learners in the workplace. They can access the labs without traveling. This flexibility is important for life long learning, because it allows learners in the workplace to fit learning phases into a full work agenda. Using online laboratories has the potential of removing the obstacles of cost, time-inefficient use of facilities, inadequate technical support and limited access to laboratories.
实验室是科学、工程和技术教育的重要组成部分。它们允许理论知识在实际学习情境中的应用和检验。实验和基于经验的学习也在许多其他学科领域进行,例如在经济学中,学生领导虚拟公司并在模拟市场上竞争。通过在线实验室进行主动学习对远程教育的学生和工作场所的学习者尤其有价值。他们不用旅行就能进入实验室。这种灵活性对于终身学习非常重要,因为它允许学习者在工作场所将学习阶段纳入完整的工作议程。使用在线实验室有可能消除成本、使用设施时效率低下、技术支持不足和进入实验室的机会有限等障碍。
{"title":"Distributed virtual and remote labs in engineering","authors":"M. Auer, A. Pester, D. Ursuțiu, C. Samoilă","doi":"10.1109/ICIT.2003.1290837","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290837","url":null,"abstract":"Laboratories are important elements in science, engineering and technical education. They allow the application and testing of theoretical knowledge in practical learning situations. Experimentation and experience-based learning is also performed in many other subject areas, for example in economics where students lead virtual companies and compete on a simulated market. Active learning by means of online laboratories is especially valuable for distance education students and learners in the workplace. They can access the labs without traveling. This flexibility is important for life long learning, because it allows learners in the workplace to fit learning phases into a full work agenda. Using online laboratories has the potential of removing the obstacles of cost, time-inefficient use of facilities, inadequate technical support and limited access to laboratories.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"2017 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124313059","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: 87
Parameter optimisation of an evolutionary algorithm for on-line gait generation of quadruped robots 四足机器人在线步态生成的进化算法参数优化
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290273
D. Golubovic, Huosheng Hu
This paper presents a hybrid evolutionary algorithm (EA) for developing locomotion gaits of Sony legged robots. An online training algorithm is used for generating gaits for quadruped walking robots based on a hybrid approach that changes the probability of genetic operators in respect to the performance of the operator's offspring. The probability of applying an operator changes in proportion to the observed performance of the individuals created by that operator in the course of a run. The selection of EA parameters such as the population size and recombination methods and mutation parameters are made to be flexible and strive towards optimal performance autonomously. An overhead CCD camera is used to evaluate the performance of the generated gaits on-line while the robot is playing a football game. Robot is learning to walk on its own without any human interference.
提出了一种用于开发索尼腿式机器人运动步态的混合进化算法(EA)。提出了一种基于混合方法的四足步行机器人步态生成的在线训练算法,该算法根据遗传算子后代的表现改变遗传算子的概率。应用操作器的概率与该操作器在运行过程中所创造的个体的观察性能成比例变化。种群大小、重组方式、突变参数等EA参数的选择具有灵活性,能够自主追求最优性能。在机器人进行足球比赛时,利用头顶CCD摄像机对生成的步态进行在线评价。机器人正在学习自己走路,不受任何人为干扰。
{"title":"Parameter optimisation of an evolutionary algorithm for on-line gait generation of quadruped robots","authors":"D. Golubovic, Huosheng Hu","doi":"10.1109/ICIT.2003.1290273","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290273","url":null,"abstract":"This paper presents a hybrid evolutionary algorithm (EA) for developing locomotion gaits of Sony legged robots. An online training algorithm is used for generating gaits for quadruped walking robots based on a hybrid approach that changes the probability of genetic operators in respect to the performance of the operator's offspring. The probability of applying an operator changes in proportion to the observed performance of the individuals created by that operator in the course of a run. The selection of EA parameters such as the population size and recombination methods and mutation parameters are made to be flexible and strive towards optimal performance autonomously. An overhead CCD camera is used to evaluate the performance of the generated gaits on-line while the robot is playing a football game. Robot is learning to walk on its own without any human interference.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"319 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122734663","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: 16
Development of a pneumatic artificial muscle based on biomechanical characteristics 基于生物力学特性的气动人工肌肉的研制
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290746
N. Saga, T. Saikawa
This paper reports the development of a pneumatic artificial muscle based on biomechanical characteristics. A wearable device and a rehabilitation robot which assists a human muscle should have characteristics similar to those of human muscle. In addition, because the wearable device and the rehabilitation robot should be light, an actuator with a high power/weight ratio is needed. At present, the McKibben type is widely used as an artificial muscle, but in fact its physical model is highly nonlinear. Further, the heat and mechanical loss of this actuator are large because of the friction caused by the expansion and contraction of the sleeve. Therefore, the authors have developed an artificial muscle tube in which high strength Kevlar fiber has been built into the silicone tube. However, its contraction rate is smaller than actual biological muscles. In this study, an artificial muscle with a high contraction rate was developed by using natural latex rubber as the tube material. Since the elasticity of this material is smaller than that of silicone, characteristics similar to those of an actual muscle can be expected. Experimental results demonstrate the effectiveness of this artificial muscle regarding its fundamental and biomechanical characteristics.
本文报道了一种基于生物力学特性的气动人工肌肉的研制。辅助人体肌肉的可穿戴设备和康复机器人应具有与人体肌肉相似的特征。此外,由于可穿戴设备和康复机器人都要求重量轻,因此需要具有高功率/重量比的执行器。目前,McKibben型被广泛用作人造肌肉,但实际上它的物理模型是高度非线性的。此外,由于套筒的膨胀和收缩引起的摩擦,这种致动器的热量和机械损失很大。因此,作者开发了一种人造肌肉管,在硅胶管中植入了高强度的凯夫拉纤维。然而,它的收缩速度比实际的生物肌肉要小。本研究以天然乳胶为管材,研制了一种具有高收缩率的人造肌肉。由于这种材料的弹性比硅胶小,因此可以预期其与实际肌肉相似的特性。实验结果证明了这种人工肌肉在基本和生物力学特性方面的有效性。
{"title":"Development of a pneumatic artificial muscle based on biomechanical characteristics","authors":"N. Saga, T. Saikawa","doi":"10.1109/ICIT.2003.1290746","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290746","url":null,"abstract":"This paper reports the development of a pneumatic artificial muscle based on biomechanical characteristics. A wearable device and a rehabilitation robot which assists a human muscle should have characteristics similar to those of human muscle. In addition, because the wearable device and the rehabilitation robot should be light, an actuator with a high power/weight ratio is needed. At present, the McKibben type is widely used as an artificial muscle, but in fact its physical model is highly nonlinear. Further, the heat and mechanical loss of this actuator are large because of the friction caused by the expansion and contraction of the sleeve. Therefore, the authors have developed an artificial muscle tube in which high strength Kevlar fiber has been built into the silicone tube. However, its contraction rate is smaller than actual biological muscles. In this study, an artificial muscle with a high contraction rate was developed by using natural latex rubber as the tube material. Since the elasticity of this material is smaller than that of silicone, characteristics similar to those of an actual muscle can be expected. Experimental results demonstrate the effectiveness of this artificial muscle regarding its fundamental and biomechanical characteristics.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"185 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122752491","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: 117
Communication protocol evaluation for embedded systems 嵌入式系统通信协议评价
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290799
J. Tournier, Jean-Philippe Babau
Modern automotive applications become more and more complex: they are implemented over distributed architectures that include several electronic control units (ECUs) communicating via a local communication network which is event triggered (e.g. CAN, controller area network) or time triggered (e.g. TTCAN, time triggered CAN). These ECUs exchange data or messages in two possible modes: push or pull. A key design issue of such embedded systems is to satisfy a number of QoS constraints such as real-time, dimension, fault tolerance, etc. In this paper, we present a formal evaluation of the communication protocols used in automotive applications (push/pull with CAN/TTCAN). The evaluation is done using three criteria: throughput (dimension constraint), error detection delay (fault tolerance constraint) and information transmission delay (real-time constraint). The objective of this work is to identify, for each communication protocol, different classes of application to help automotive system designers to choose the best protocol able to match the previous set of requirements.
现代汽车应用变得越来越复杂:它们是在分布式架构上实现的,其中包括几个电子控制单元(ecu)通过本地通信网络进行通信,该网络是事件触发的(例如CAN,控制器局域网)或时间触发的(例如TTCAN,时间触发的CAN)。这些ecu以两种可能的模式交换数据或消息:推或拉。这种嵌入式系统的一个关键设计问题是满足实时性、维数、容错性等一系列QoS约束。在本文中,我们提出了在汽车应用中使用的通信协议的正式评估(推/拉与CAN/TTCAN)。采用吞吐量(维度约束)、错误检测延迟(容错约束)和信息传输延迟(实时性约束)三个标准进行评估。这项工作的目的是为每种通信协议确定不同类别的应用程序,以帮助汽车系统设计人员选择能够匹配前一组要求的最佳协议。
{"title":"Communication protocol evaluation for embedded systems","authors":"J. Tournier, Jean-Philippe Babau","doi":"10.1109/ICIT.2003.1290799","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290799","url":null,"abstract":"Modern automotive applications become more and more complex: they are implemented over distributed architectures that include several electronic control units (ECUs) communicating via a local communication network which is event triggered (e.g. CAN, controller area network) or time triggered (e.g. TTCAN, time triggered CAN). These ECUs exchange data or messages in two possible modes: push or pull. A key design issue of such embedded systems is to satisfy a number of QoS constraints such as real-time, dimension, fault tolerance, etc. In this paper, we present a formal evaluation of the communication protocols used in automotive applications (push/pull with CAN/TTCAN). The evaluation is done using three criteria: throughput (dimension constraint), error detection delay (fault tolerance constraint) and information transmission delay (real-time constraint). The objective of this work is to identify, for each communication protocol, different classes of application to help automotive system designers to choose the best protocol able to match the previous set of requirements.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122047352","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: 1
Resonant converter with current controlled inductances 具有电流控制电感的谐振变换器
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290833
R. Weger
This paper presents an improved multi-channel high frequency platform operating at 700 kHz, suitable for server power supplies. It is focused on a new primary regulation loop and very high frequency magnetics for improved efficiency and EMI. In particular the benefits of multiple gapped toroids and the new single layer uniform toroidal transformer are addressed.
本文提出了一种改进的700khz多通道高频平台,适用于服务器电源。它的重点是一个新的初级调节回路和非常高频的磁性,以提高效率和EMI。特别讨论了多间隙环面变压器和新型单层均匀环面变压器的优点。
{"title":"Resonant converter with current controlled inductances","authors":"R. Weger","doi":"10.1109/ICIT.2003.1290833","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290833","url":null,"abstract":"This paper presents an improved multi-channel high frequency platform operating at 700 kHz, suitable for server power supplies. It is focused on a new primary regulation loop and very high frequency magnetics for improved efficiency and EMI. In particular the benefits of multiple gapped toroids and the new single layer uniform toroidal transformer are addressed.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"199 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122145757","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: 1
A novel approach to neuro-sliding mode controllers for systems with unknown dynamics 未知动态系统神经滑模控制器的新方法
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290312
Y. Yildiz, K. Abidi, A. Sabanoviç
In this paper we propose a neural network controller, which has a single neuron with a linear activation function, namely adaline, which uses backpropagation algorithm for online training and works as a sliding mode controller which pushes the system to a certain sliding manifold. We prove that the controller is robust to parameter changes and to the uncertainties in the disturbance and the system is always stable with zero steady state error for bounded disturbance. Different from the works done until now, in this work we do not deal with the estimation of the equivalent control but instead, feeding an appropriate error function to the network and using backpropagation, i.e. gradient descent algorithm, we directly calculate the necessary control input. Initially a controller structure is proposed and in the proceeding sections an improved version is added. Simulation results are provided that verifies the success of the algorithm.
在本文中,我们提出了一种神经网络控制器,它具有一个线性激活函数,即adaline,它使用反向传播算法进行在线训练,并作为滑模控制器将系统推向某个滑动流形。证明了该控制器对参数变化和扰动中的不确定性具有鲁棒性,对有界扰动系统始终稳定,稳态误差为零。与目前所做的工作不同,在这项工作中,我们不处理等效控制的估计,而是向网络提供适当的误差函数,并使用反向传播,即梯度下降算法,直接计算必要的控制输入。最初提出了一个控制器结构,并在接下来的章节中添加了一个改进版本。仿真结果验证了该算法的有效性。
{"title":"A novel approach to neuro-sliding mode controllers for systems with unknown dynamics","authors":"Y. Yildiz, K. Abidi, A. Sabanoviç","doi":"10.1109/ICIT.2003.1290312","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290312","url":null,"abstract":"In this paper we propose a neural network controller, which has a single neuron with a linear activation function, namely adaline, which uses backpropagation algorithm for online training and works as a sliding mode controller which pushes the system to a certain sliding manifold. We prove that the controller is robust to parameter changes and to the uncertainties in the disturbance and the system is always stable with zero steady state error for bounded disturbance. Different from the works done until now, in this work we do not deal with the estimation of the equivalent control but instead, feeding an appropriate error function to the network and using backpropagation, i.e. gradient descent algorithm, we directly calculate the necessary control input. Initially a controller structure is proposed and in the proceeding sections an improved version is added. Simulation results are provided that verifies the success of the algorithm.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131393580","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: 3
A real-parameter genetic algorithm for optimal network reconfiguration 网络最优重构的实参数遗传算法
Pub Date : 2003-12-10 DOI: 10.1109/ICIT.2003.1290231
R. A. Ah King, B. Radha, H. Rughooputh
Distribution network reconfiguration belongs to a complex combinatorial optimization problem with multiple constraints. Solutions produced by heuristic search techniques often produce local optima. To overcome such a problem, a real-parameter genetic algorithm (GA) is used for solving the distribution network reconfiguration problem. Simulation results are presented for three test systems to demonstrate the applicability of the algorithm. Moreover, the effects of load variations on a practical network are also analyzed to determine the optimal configuration.
配电网重构属于一个多约束的复杂组合优化问题。启发式搜索技术产生的解通常产生局部最优。为了克服这一问题,采用实参数遗传算法求解配电网重构问题。最后给出了三个测试系统的仿真结果,验证了算法的适用性。此外,还分析了实际网络中负载变化的影响,以确定最优配置。
{"title":"A real-parameter genetic algorithm for optimal network reconfiguration","authors":"R. A. Ah King, B. Radha, H. Rughooputh","doi":"10.1109/ICIT.2003.1290231","DOIUrl":"https://doi.org/10.1109/ICIT.2003.1290231","url":null,"abstract":"Distribution network reconfiguration belongs to a complex combinatorial optimization problem with multiple constraints. Solutions produced by heuristic search techniques often produce local optima. To overcome such a problem, a real-parameter genetic algorithm (GA) is used for solving the distribution network reconfiguration problem. Simulation results are presented for three test systems to demonstrate the applicability of the algorithm. Moreover, the effects of load variations on a practical network are also analyzed to determine the optimal configuration.","PeriodicalId":193510,"journal":{"name":"IEEE International Conference on Industrial Technology, 2003","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2003-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126339776","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: 12
期刊
IEEE International Conference on Industrial Technology, 2003
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1