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Application of Artificial Neural Network for Electrical Energy Management of Air-Conditioning Systems

Application of Artificial Neural Network for Electrical Ener...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Ming-TongTsay Department of Electrical Engineering Cheng-Shiu Institute of Technology Kaohsiung Taiwan China

In this paper, artificial neural network(ANN)is employed to control the speed of compressor foraccomplishing the electrical energy management ofair-condition systems. On the basis of "the effectivetemperature figure" by ASHKAE, the theory of enthalpywas utilized to obtain both comfortable temperature pointand minimizing the enthalpy of air-conditioning *** technology of the Levenberg-Marquardt(LM)procedure and Radial Basis Function(RBF) neuralnetwork were introduced b perform the training andlearning features. A practical air-conditioner with thevariable frequency control was used to measure theon-line room temperature and humidity change. Thesimulations of ANN network have a good result with thisstandard and make possible an anticipated and optimalcontrol strategy to balance thermal comfort, energysaving, and reliability.

关键词： Artificial Neural Network Electrical Energy Management Variable Frequency Control

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A Wavelet-Based Scene Image Fusion Algorithm

A Wavelet-Based Scene Image Fusion Algorithm

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： HUANG Xishan CHEN Zhe School of Automation Science and Electrical Engizeering Beijing University of Aeronautics and Astronautics, Beijing, 100083, China

A pixel level image fusion algorithm based on wavelettransform using multi fusion rules for merging sceneimages is proposed. The two source images are firstdecomposed using the discrete wavelet transform. Couplesof high frequency details of wavelet coefficients are thenmerged according to the salience features. Meanwhile thegross approximations of the images at the coarsestresolution level are combined together according to theirsimilarity. The fused image is reconstructed by performingthe inverse wavelet transform from the combinedcoefficients. Experimental results show that the proposedapproach can eliminate the effect of the bad weatherconditions on the scene images.

关键词： Image Fusion Wavelet Decomposition Scene Matching

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Hierarchy-Distribution Combined PKI Trust Model

Hierarchy-Distribution Combined PKI Trust Model

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： LanZengwei HanZhen ShenChangxiang Department of Computer Science, Northern JiaoTong University(NJTU), Beijing, China (100044), Academician, Navy Institute of Computing Technology Beijing, China, 100841 Supported by National 973 Fundamental Research Program of China under Grant NO. G19990358-01

Nowadays, trust models are mostlyPKI based. This paper first introduces two existingPKI trust models: X.509 & SDSI/SPKI, puttingspecial emphasis on the characteristic of them. Onthis basis, the paper presents a new trust model,which can be looked on as an upgraded trust modelof the X.509, by combining the advantages of thetwo trust models reasonably. The paper mainlydiscusses the model's certificates policy andcertificates management policy.

关键词： Certificate Authority PKI X.509 SDSI CRL

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Differential Cepstrum for Radar HRR Profiles-aligning

Differential Cepstrum for Radar HRR Profiles-aligning

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： HAN Yue CHEN Jiangfeng PEI Bingnan Zhengzhou Institute of Light Industry Zhengzhou 450002, China Department of electronic engineering, Zhengzhou University Zhengzhou 450052, China

The signal properties and the mathematical model ofthe high-resolution range profile of a radar are studied. Then anovel tool, called a differential complex cepstrum (DCC), isintroduced for radar target recognition. Its research into the radarsignal model is conducted on the basis of the model. The twoproperties of it are derived. And the DCC's averaged within anadequate small is suggested to be utilized for the statistic of anairplane to be recognized. Simulations are given to show that theDCC is suitable to radar target recognition and the proposedalgorithm is effective.

关键词： automaic target recognition highresolution range radar profile differential complex cepstrum

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Remote-Control Experiment Research for CSTR System Using CMAC in the LAN

Remote-Control Experiment Research for CSTR System Using CMA...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Pang Wenyao Luo Xiaoping Jiang Jingping Electric Engineering College of Zhejiang University, Hangzhou, China, 310027

CSTR is a sort of broad-using reactor inpolyreaction industry. The former experiment method canonly control the equipment on native computer using PID orbang-bang arithmetic. A new network-control method is putforward in this paper. The program uses Winsock module andinserts assembling language in the bottom layer to control theequipment on the server computer using CMAC. On eachclient computer in the LAN it can realize off-line simulation,on-line data sampling, control command sending and real-time graph monitoring. The method realizes remote intelligentcontrol in large-scale and enhances the equipment efficiencyand experiment effect.

关键词： remote-control CSTR CMAC Winsock

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INFERENCE AND MODELING OF MULTIPLY SECTIONED BAYESIAN NETWORKS

INFERENCE AND MODELING OF MULTIPLY SECTIONED BAYESIAN NETWOR...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： TIAN Fengzhan ZHANG Hongwei LU Yuchang SHI Chunyi The Department of Compute Science and Technology, Tsinghua University, Beijing, 100084 China

This paper first analyzes systematically two classicalexact inference algorithms for local inference in MultiplySectioned Bayesian Networks (MSBNs) and points out the factordetermining the complexity of the algorithms. Furthermore, thepaper proves the identity of the two algorithms, gives a unifiedexplanation for them and finds the class of Bayesian networks inwhich exact inference can be performed. At last, the paperdiscusses how to reduce the complexity of the global inferencein MSBNs and gives some basic principles to guarantee theefficiency of the whole inference.

关键词： Bayesian networks Multiply sectioned Bayesian networks Inference Complex Giant Systems

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Robust Global Fast Terminal Sliding Mode Controller for Rigid Robotic Manipulators

Robust Global Fast Terminal Sliding Mode Controller for Rigi...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： Shuanghe Yu Xinghuo Yu Faculty of Informatics and Communicaton, Central Queensland University, Rockhampton, QLD 4702, Australia.School of Electrical and Computer Engineering, Royal Melbourne Institute of Technology University,Melbourne,VIC 3001, Australia, E-mail:

A global fast terminal sliding modecontroller (GFTSMC) is proposed for n-link rigid robotmanipulators by employing the fast terminal slidingmode control concept in both the reaching phase andthe sliding phase. Under the control, the system stateswill reach the terminal sliding manifold in a desiredfinite time and then converge to the origin along thesliding manifold in a specified finite time, resulting inreduced steady tracking error in comparison with thelinear sliding mode controller. The proposed slidingmode controller is continuous and therefore ischattering-free. An example is shown to demonstratethe effectiveness of the controller.

关键词： terminal sliding mode terminal reaching law finite time convergence

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Content-based Video Retrieval Using Audio and Visual Clues

Content-based Video Retrieval Using Audio and Visual Clues

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： CHENG Wengang XU De Dept. of Computer Science & Technology Northern Jiaotong Univ, Beijing, China 100044

Content-based retrieval becomes aproper solution to handling the video database. In fact,the word video refers to both the image frames and theaudio waveform contained in a video. However,thereare only few approaches use the audio *** either audio or visual information alone is notsufficient, combining audio and visual clues mayresolve the ambiguities in individual modalities andthereby help to obtain more accurate answers. In thispaper, we present a novel idea of integrating the audiofeaturs with visual features for video segmentation andretrieval.

关键词： content-based retrieval audio audio features visual features video segmentation video retrieval

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Application of Software Radio Architecture To the Spread Spectrum Communication System

Application of Software Radio Architecture To the Spread Spe...

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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： Wu Limin Xue Feng Department of Information Engineering Air Force Radar Academy, Wuhan China 430016 Chen Zhenglin Wu Ningsheng The 2nd Institute of Air Force,Beijing China 100089

Introducing the software radio architec-ture briefly, we present a novel scheme of IF digitaliza-tion based on the software radio architecture, used in adirect sequence spread spectrum communication re-ceiver, and its more detailed mathematical analysis, inorder for improving the extent of digitalization, soft-ware,modularization in the available spread spectrumcommunication system.

关键词： Software radio architecture Direct sequence spread spetrum communication system Receiver IF Digitalization

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Robust H∞ Control Method of Time-delay Systems Based on Smith Predictor

Robust H∞ Control Method of Time-delay Systems Based on Smi...

引用

2002年ieee十区计算机、通信、控制和电机工程会议

作者： ZHANG Jin, LI Ping Institute of Industry Process control, Zhejiang University, Hangzhou 310027, China

A design method of H∞robust controllerbased on Smith predictor is presented. By analyzing theproperties of the Smith predictor, the robust performanceof a time-delay system is converted into a delay-free *** not only makes the analysis and synthesis easier butalso avoids of the rational approximation of time-delaythat can result in performance deterioration. Theoreticalanalysis and simulation shows that the design method notonly eliminates the time-delay but also improves therobust performance of the system signally. This workcontributes direct application of current robust controltoolbox to time-delay systems.

关键词： time-delay system H_∞-optimal control μ-optimal control Smith predictor robust performance Document code: A

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