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FAULT DIAGNOSIS BASED ON INTELLIGENT INFORMATION PROCESSING TECHNOLOGY

FAULT DIAGNOSIS BASED ON INTELLIGENT INFORMATION PROCESSING ...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： PENG Tao GUI Weihua WU Min XIE Yong TANG Zhaohui College of Information Science & Engineering Central South University, Changsha,410083 China Zhuzhou Institute of Technology, Zhuzhou 412008 China

This paper proposes a fault diagnosis method based onintelligent information processing technology. It first extracts thecharacteristics of the primary sample signals with wavelettransform, then optimizes the key characteristics to be inputparameters of neural network with the genetic algorithm, andfinally recognizes the state and classifies the characteristics withneural network. This method not only effectively decreases theneural training time and neural calculation, but also enhances thecorrectness and reliability of the characteristic classification andfault diagnosis. The performance of the proposed method is provenby the beating fault diagnosis experiment.

关键词： fault diagnosis wavelet transform genetic algorithm neural network

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FUZZY SWITHCHING CONTROL LAW DESIGN FOR HELICOPTERS

FUZZY SWITHCHING CONTROL LAW DESIGN FOR HELICOPTERS

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Er Meng Joc School of Electrical & Electronic Engineering Nanyang Technological Uinversity Singapore

With handling qualities requirements ADS-33 taken asdesign criteria, The design problem of fuzzy switching controllaw for a helicopter in the whole flight envelope is investigatedby use of fuzzy logic theory and Hcontrol approach. For everylinearized model in the fuzzy state-space model of a nonlinearsystem, a robust controller is designed using GA-based Hcontroller design method. The fuzzy switching control law forUH-60A helicopter is synthesized using the proposed *** rosultmg flight control system satisfies ADS-33D level 1requirements in the flight velocity range of interest.

关键词： Helicopter fligh control Fuzzy control Genetic algorithms H_∞ controller design

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ADAPTIVE LOAD SHEDDING OF THE POWER SYSTEM BASED ON NEURAL NETWORK

ADAPTIVE LOAD SHEDDING OF THE POWER SYSTEM BASED ON NEURAL N...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Mauridhi Hery Purnomo Christ Aditya Patria Era Purwanto Research Group on Intelligent Technology for Nonlinear Systems Electrical Engineering Department of Institute Technology Sepuluh Nopember Surabaya Indonesia Research Group on Intelligent Technology for Nonlinear Systems Electrical Engineering Department of Institute Technology Sepuluh Nopember Surabaya Indonesia Research Group On ElectricDrive Electronic Engineering Polytechnic Institute of Surabaya(EEPIS) Kampus ITS Keputih - Sukolilo Surabaya 60111

Frequency stability is a part of the power system reliabilty .Toovercome drastically decreasing frequency of the system,usually, load shedding is performed. Automatic load shedding isrequired to anticipate and enhance... 详细信息

关键词： adaptive load shedding frequency control neural network

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FUZZY IF-THEN RULE GENERATION BASED ON NEURAL NETWORK AND CLUSTERING ALGOAITHM TECHNIQUES

FUZZY IF-THEN RULE GENERATION BASED ON NEURAL NETWORK AND CL...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Masaharu MIZUMOTO Faculty of Information Science and Technology Osaka Electro-Communication University Osaka 572-8530 Japan School of Mathematics University of South Australia SA 5095 Australia

This paper proposes a self-tuning methodfor fuzzy if-then rule generation based on neuralnetwork and clustering algorithm techniques. In thetuning approach, the initial parameters of fuzzy rulesare roughly designed by using a fuzzy clusteringalgorithm, and then fuzzy rules under fuzzysingleton-type reasoning are tuned by using aneuro-fuzzy learning algorithm. By this approach,the learning time can be reduced and the generatedfuzzy rules are reasonable and suitable for theidentified system. Finally, identifying a nonlinearfunction shows the efficiency of the tuningapproach.

关键词： Fuzzy rule generation Neural network learning Fuzzy clustering algorithm

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A Neural Network Based Robust Control of Nonlinear Systems With a General Set of Uncertainties

A Neural Network Based Robust Control of Nonlinear Systems W...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Hu Yunan Zhang Youan Song Zhaoqing Liang Guoqiang Department of Antomatic Control,Naval Aeronatical Engineering Academy,Yantai,Sandong, China,264001

Based on the RBF neural network, anovel estimator is presentedfor unmodeleddynamics and a robust adaptive control scheme isproposed for a class of uncertain nonlinearsystems with a general set of uncertainties in thispaper. A class of more extended semi-strictfeedback form system is studied in this *** the recent results, it is impossible to designthe robust controller for the system. A novelestimator is constructed to estimate theunmeasured states of the unmodeled *** the novel estimator and the RBF basedadaptive backstepping, the overall schemeachieves robust regulation of the output whilemaintaining boundedness of all the signals andstates.

关键词： A Neural Network Based Robust Control of Nonlinear Systems With a General Set of Uncertainties

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An Analytical Model for End-to-end Performance of Packet over QoS-guaranteed Networks

An Analytical Model for End-to-end Performance of Packet ove...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： YOU Hua LIU Zengji QIU Zhiliang National Key Laboratory of Theory and Chief Technology on ISN,Xidian University,Xi’an China 710071)

In this paper, an analytical modelnamed "Equivalent Length (EL)" of a packet isproposed for end-to-end characterization of apacket over QoS guaranteed networks. By themodel introduced, we demonstrate that in ATMenvironment the transferring performance of apacket is embodied at the first hop of its path andthat the transferring delay of a packet isstatistically equivalent to that of cell if eachswitching node is not overloaded. With the help ofEL, we also make an analysis of the buffer neededat the destination point and develop an estimationmethod for practical purpose. The obtained resultsare also true for other QoS support architectureswhere segmentation and reassembly take place.

关键词： QoS guarantee ATM end-to-end model

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SYNCHRONIZATION OF THE DUFFING OSCILLATOR BY USING TERMINAL SLIDING MODE CONTROL

SYNCHRONIZATION OF THE DUFFING OSCILLATOR BY USING TERMINAL ...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： HAN Fengling SUN Lixia FENG Yong WANG Ping YU Xinghuo Faculty of Informatics and Communication, Central Queensland University Rockhampton, QLD 4702, Australia,Department of Electrical Engineering, Harbin Institute of Technology Harbin 150001, China

This paper presents a terminal sliding mode controllerused for the chaos synchronization of the Duffing oscillator. Theerror dynamical equation between the master subsystem and theslave subsystem is established firstly. Then the controller drivesthe errorvariables of the error dynamics to zero. The time taken toreach the equilibrium point from any initial states is guaranteed tobe in finite time and the chaos synchronization is realized by usingthe controller. Simulation results are presented to validate theanalysis.

关键词： Duffing oscillator chaos synchronization terminal sliding mode control

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A Novel Space Vector Modulation Algorithm for Three-level PWM Voltage Source Inverter

A Novel Space Vector Modulation Algorithm for Three-level PW...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： Xuezhi WU Yadong LIU Lipei HUANG Dept. of Electrical Engineering, Tsinghua Univ., Beijing 100084, China

In this paper, a novel algorithm of space vectormodulation (SVM) for the three-level inverter is *** proposed algorithm avoids the abrupt change of outputvector during the process of desired vector changing fromone region to another. For the selection and switching-timecomputation of the output vectors are under the stationaryα-βcoordinate, the algorithm is easily achieved with thesimple arithmetical operation and avoided the operation ofthe trigonometrical function. On the other hand, aconvenient method is proposed to achive the neutral pointpotential stability. Finally the simulative and experimentalresults confirmed the validity of the proposed algorithm.

关键词： PWM A Novel Space Vector Modulation Algorithm for Three-level PWM Voltage Source Inverter Vector

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Text Categorization Based On Concept Indexing and Principal Component Analysis

Text Categorization Based On Concept Indexing and Principal ...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Huang Ke Ma Shaoping State Key Lab of Intelligent Technology and Systems, Department of Computer Science and Technology, Tsinghua University, 100084, Beijing, China

A major problem in text categorization is the highdimensionality of feature vector space, which is about tenthousands in common. To reduce the dimensionality of thespace while keeping the categorization accuracy is usefulfor improving categorization effectiveness and applyingnew categorization algorithms. Current feature selectionmethods for text categorization are partially effective inreducing dimensionality. We put forward a new algorithm,which combines algorithm of concept indexing andprincipal component analysis, for reducing *** the experiments, we find that this algorithm caneffectively reduce dimensionality without sacrificingcategorization accuracy.

关键词： ACM Text Categorization Based On Concept Indexing and Principal Component Analysis Component Concept

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Solving Multiprocessor Job Scheduling with Resource and Timing Constraints Using Neural Network

Solving Multiprocessor Job Scheduling with Resource and Timi...

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2002年ieee十区计算机、通信、控制和电机工程会议

作者： Xiuli Wang Tihua Wu Institute of Automation, Shanghai Jiaotong University Shanghai 200030, People's Republic of China

An effective Hopfield neural network(HNN)approach to multiprocessor job scheduling problem (known tobe a NP-hard problem) is proposed in this paper, which is aptto resource and timing (execution time and deadline)constraints. This approach directly formulates the energyfunction of HNN according to constraints term by term andmore derives HNN model, then embeds simulated annealinginto HNN to prevent local minimum. Simulation resultsdemonstrate that the derived energy function works effectivelyfor this class of problems.

关键词： Hopfield neural network multiprocessor job scheduling timing constraints resource constraints

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