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检索条件"机构=Department of Control Science and Computer Engineering"

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Particle Swarm Optimization Algorithm Based on Predatory Search Strategy and Its Application

Particle Swarm Optimization Algorithm Based on Predatory Sea...

引用

International Workshop on Intelligent Systems and Applications, ISA

作者： Shengli Song Yong Gan Li Kong Jingjing Cheng Department of Computer and Communication Engineering Zhengzhou University of Light Industry Zhengzhou China Department of Control Science and Engineering Huazhong University of Science and Technology Wuhan China

ISBN: (纸本)9781424458721;9781424458745

According to the intelligent behavior of social population, a novel particle swarm optimization algorithm based on predatory search strategy (PS-CPSO) is proposed by introducing the centroid of particle swarm in the standard particle swarm optimization model to improve global optimum efficiency and accuracy of algorithm. Results of Benchmark function simulation and material balance computation (MBC) in alumina production show that the new method not only improves the local searching efficiency and global searching performance greatly, but also has faster convergence speed and higher precision, and can avoid the premature convergence problem effectively.

关键词： Particle swarm optimization Convergence Computational modeling Application software Gallium nitride Communication industry computer industry Communication standards High performance computing Production

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Improved energy efficiency in paper making using advanced process control

Improved energy efficiency in paper making using advanced pr...

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64th Appita Annual Conference and Exhibition, Incorporating the 2010 Pan Pacific Conference, Appita 64

作者： Austin, Paul C. Mack, John Mcewan, Matthew Afshar, Puya Department of Control Systems Engineering School of Engineering and Computer Science Victoria University Wellington New Zealand Perceptive Engineering Ltd. Daresbury Innovation Centre Keckwick Lane Daresbury Runcorn WA4 4FS United Kingdom Control Systems Centre University of Manchester Manchester M13 9PL United Kingdom

Over the last two or three years, the increasing costs of energy, greater awareness of environmental concerns and worsening market conditions have focussed even greater attention within paper mills than before, on considering ways to reduce the energy used in paper making. Arising from a multivariable understanding of paper machine operation, Advanced Process control (APC) technology enables paper machine behaviour to be controlled in a more coherent way, using all the variables available for control. Furthermore, with the machine under better regulation and with more variables used in control, there is the opportunity to optimise machine operation, usually providing very striking multi-objective performance improvement benefits of a number of kinds. Traditional three tem control technology does not offer this capability. The paper presents results from several different APC paper machine projects we have undertaken around the world. These projects have been aimed at improving machine stability, optimising chemicals usage and reducing energy use. On a brown paperboard machine in Australia, specific steam usage has been reduced by greater than 10%, averaged across the grades;the controller has also provided a significant capacity to increase production. On a Canadian newsprint machine the APC system has reduced steam usage by 10%, and it provides better control of colour and much improved wet end stability. The paper also outlines early results from two other APC projects being undertaken in England, each aimed at examining a different approach to reducing the energy used in paper making. The first of these two projects is focussed on optimising sheet drainage, aiming to present the dryer with a sheet having higher solids content. The second project aims to reduce specific steam usage by maximising machine production. The paper concludes with an outline of a project just begun in which better understanding is being sought of the role of differential pressure and cond

关键词： Papermaking

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Iterative learning control of the redundant upper limb for rehabilitation

Iterative learning control of the redundant upper limb for r...

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作者： Freeman, C.T. Lewin, P.L. Rogers, E. Owens, D.H. School of Electronics and Computer Science University of Southampton SO17 1BJ United Kingdom Department of Automatic Control and Systems Engineering University of Sheffield S1 3JD United Kingdom

ISBN: (纸本)9781424474264

A non-linear iterative learning control approach is developed for application to stroke rehabilitation. The subject is seated in a robotic workstation and electrical stimulation is applied to their triceps muscle to assist the tracking of trajectories in a horizontal plane. In addition to rotation about vertical axes through the shoulder and elbow joints, the forearm is also permitted to elevate in order to provide full arm extension. A dynamic model of the human arm is first developed, and then constraints are introduced to overcome kinematic redundancy. The expressions necessary to implement the control law are derived, and experimental results confirm its ability to achieve a high level of performance in practice. © 2010 AACC.

关键词： Learning algorithms

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RETRACTED ARTICLE: Dynamic feedback equalization algorithm for minimum weight

RETRACTED ARTICLE: Dynamic feedback equalization algorithm f...

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作者： Song, Shouyun Xu, Junpeng Cong, Qing Dept. of Automatic Control Department Henan Mechanical and Electrical Engineering College Xinxiang Henan China Dept. of Mechanical Engineering Henan Institute of Science and Technology Xinxiang Henan China Dept. of Computer and Information Technology Henan University Kaifeng Henan China

ISBN: (纸本)9781424455386

the paper analyzes the existing Linux virtual server (LVS) cluster load balancing algorithm and its inadequacies that not real-time dynamic full makes an appraisal to the load on the each server node, designs a new Dynamic Feedback Equalization Algorithm for Minimum Weight. The algorithm considers real-time load and response capacity of each server node, makes pre-load rate of the server combined with response time, dynamic generates server node weights by real-time feedback and conducts adjust to the load balancing of server cluster by using Minimum weight balancing algorithm. This algorithm has done a comparison with the Weighted Least Connections, theory analysis and experimental results show that the improved dynamic load balancing algorithm is more effective than Weighted Least Connections. © 2010 IEEE.

关键词： Clustering algorithms

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A compensatory neurofuzzy system with online constructing and parameter learning

A compensatory neurofuzzy system with online constructing an...

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IEEE International Conference on Systems, Man and Cybernetics

作者： Ming-Feng Han Chin-Teng Lin Jyh-Yeong Chang Department of Electrical and Control Engineering National Chiao Tung University Hsinchu Taiwan Department of Electrical and Control Engineering / Computer Science National Chiao Tung University Hsinchu Taiwan

A compensatory neurofuzzy system (CNFS) with on-line learning ability is proposed in this paper. The proposed CNFS model uses a compensatory layer to raise the diversity of fuzzy rules by compensatory weights. The compensatory layer can automatically compare with each fuzzy rule and select higher resources for more important fuzzy rule. An online learning algorithm, which consists of structure learning and parameter learning, is also presented. The structure learning depends on the fuzzy measure to determine the number of fuzzy rules. The parameter learning, based on the gradient descent method, can adjust the shape of the membership function and the weights of the compensatory layer. To demonstrate the capability of the proposed CNFS, it is applied to the Iris, and Wisconsin breast cancer classification datasets from the UCI Repository. Experimental results show that the proposed CNFS for pattern classification can achieve good classification performance.

关键词： Data structures Boolean functions Training Engines Analytical models

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An Internal/Interconnection Recurrent Type-2 Fuzzy Neural Network (IRT2FNN) for dynamic system identification

An Internal/Interconnection Recurrent Type-2 Fuzzy Neural Ne...

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IEEE International Conference on Systems, Man and Cybernetics

作者： Yang-Yin Lin Jyh-Yeong Chang Chin-Teng Lin Department of Electrical and Control Engineering National Chiao Tung University Hsinchu Taiwan Department of Electrical and Control Engineering / Computer Science National Chiao Tung University Hsinchu Taiwan

This paper proposes an Internal /Interconnection Recurrent Type-2 Fuzzy Neural Network (IRT2FNN) for dynamic system identification. The antecedent part of IRT2FNN forms a self and interconnection feedback loop by feeding the past and current firing strength of each rule. The TSK-type consequent part is a linear model of exogenous inputs with interval weights. The initial rule base in the IRT2FNN is empty, and an on-line constructing method is proposed to generate fuzzy rules which flexibly partition the input space. The recurrent structure in the IRT2FNN enable to handle dynamic system identification problems with a priori knowledge of system input and output delay numbers. Simulations on dynamic system identification verify the performance of IRT2FNN with clean and noisy outputs as well.

关键词： Computational modeling Noise measurement

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Real Time Processing of ECG Signal on Mobile Embedded Monitoring Stations

Real Time Processing of ECG Signal on Mobile Embedded Monito...

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International Conference on computer engineering and Applications (ICCEA)

作者： Ondrej Krejcar Dalibor Janckulik Leona Motalova Karel Musil Department of Measurement and Control Centre of Applied Cybernetics Faculty of Electrical Engineering and Computer Science Technical University of Ostrava Ostrava Czech Republic Department of Measurement and Control Faculty of Electrical Engineering and Computer Science Technical University of Ostrava Ostrava Czech Republic

ISBN: (纸本)9781424460793;9780769539829

The paper presents a problem of Real Time processing of ECG signal from patients by mobile embedded monitoring stations. Two ECG measurement devices were used in real tests. A two ECG channel bipolar ECG CorBelt and a 12 channels ECG device BlueECG. Both devices are products from Corscience Company. Due to a problem of processing a 12 channels ECG from ECG device by Bluetooth to mobile stations, the problem of packet parsing was discussed and two possible solutions were focused on. Another important part in biomedical data processing is visualization. A Windows Presentation Foundation solution was presented and tested. Mobile embedded monitoring stations are based on Microsoft Windows Mobile operating system. The whole system is based on the architecture of . NET Framework, .NET Compact Framework, .NET Micro Framework and Microsoft SQL Server. The project was successfully tested in real environment in cryogenic room (-136°C).

关键词： Electrocardiography Signal processing Testing Patient monitoring Biomedical measurements Bluetooth Bioinformatics Data visualization Biomedical monitoring Operating systems

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Spectral Simulation Analysis of Doppler Ultrasound Blood Flow Signals from Local Expansion Artery

Spectral Simulation Analysis of Doppler Ultrasound Blood Flo...

引用

International Forum on Information Technology and Applications, IFITA

作者： Lifang Wang Yaqun Huang Yalin Tao Yaohua Zhou Department of Automatic Control and Mechanical Engineering Kunming University Kunming China Department of Computer Science Engineering Information School Yunnan University Kunming China School of Computer Science and Engineering Qujing Normal University Qujing China Department of Electronic Information and Control Engineering Guangxi University of Technology Liuzhou China

A simulation approach was proposed to analyze the spectra of Doppler signals in local expansion artery, which can provide a useful guidance for detecting the formation and growth progress of the aneurysms using the Doppler ultrasound technology and forecasting the size of aneurysm. Firstly, by solving Navier-Stokes equations, the velocity distributions in the vessels with various expansion degrees are calculated. Secondly, power spectral density (PSD) of the Doppler signals is estimated according to the relationship of velocity profiles and power spectral density. Finally, Doppler signals are generated using cosine-superposed methods. The results show that the spectra of Doppler signals are similar to those found in practice. Therefore, the proposed approach is useful for simulating the spectra of Doppler ultrasound signals.

关键词： Doppler effect Blood flow Ultrasonic imaging Aneurysm Arteries Mathematical model Diseases

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Tempo: An energy harvesting mote resilient to power outages

Tempo: An energy harvesting mote resilient to power outages

引用

Conference on Local computer Networks (LCN)

作者： Yin Chen Qiang Wang Jayant Gupchup Andreas Terzis Computer Science Department Johns Hopkins University Baltimore MD USA Department of Control Science and Engineering Harbin Institute of Technology Harbin China

We present the design of the Tempo mote that operates on ambient energy harvested from the environment. Equipped with a ultra low-power timing module that acquires Coordinated Universal Time (UTC) information from a longrange radio transmitter, Tempo can persistently access the global time and is thereby resilient to power outages. A prototype implementation of the Tempo mote shows that it achieves millisecond level accuracy at 100 μA current draw. We argue that one can more generally leverage the access to global time across all nodes of a wireless sensor network to overcome the challenges related to the very tight energy budget that is inherent with harvesting ambient energy.

关键词： Protocols Energy harvesting Wireless sensor networks Batteries Capacitors Synchronization

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Spectral analysis of Doppler ultrasound blood flow signals from stenosed vessel in a steady flow

Spectral analysis of Doppler ultrasound blood flow signals f...

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International Conference on Signal Processing Proceedings (ICSP)

作者： Lifang Wang Yaquan Huang Yalin Tao Department of Automatic Control and Mechanical Engineering Kunming University Kunming China Department of Computer Science and Engineering Information School Yunnan University Kunming China School of Computer Science and Engineering Qujing Normal University Qujing China

A simulation approach was proposed to analyze the spectra of Doppler signals from stenoed artery in a steady flow, which can provide a useful guidance for detecting the formation understanding, diagnosis and treatment of many cardiovascular diseases. Firstly, by solving Navier-Stokes equations, the velocity distributions in the vessels with various stenoed degrees are calculated. Secondly, power spectral density (PSD) of the Doppler signals is estimated according to the relationship of velocity profiles and power spectral density. Finally, Doppler signals are generated using cosine-superposed methods. The results show that the spectra of Doppler signals are similar to those found in practice. Therefore, the proposed approach is useful for simulating the spectra of Doppler ultrasound signals from stenoed artery in a steady flow.

关键词： Doppler effect Blood flow Ultrasonic imaging Arteries Mathematical model Diseases Spectral analysis

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