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Proceedings of the 1998 iee colloquium on Industrial Automation and control: Applications in the Automotive Industry

Proceedings of the 1998 IEE Colloquium on Industrial Automat...

引用

Proceedings of the 1998 iee colloquium on Industrial Automation and control: Applications in the Automotive Industry

The proceedings contains three papers from the 1998 iee colloquium entitled `Industrial Automation and control: Applications in the Automotive Industry'. Topics discussed include: road prediction for intelligent vehicles using video;advanced collision warning systems;and fuzzy modeling techniques applied to an air/fuel ratio control system.

关键词： Automotive engineering

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Application of matlab to railway signalling system fault modelling

Application of Matlab to railway signalling system fault mod...

引用

Proceedings of the 1998 iee colloquium on The Use of Systems Analysis and Modelling Tools: Experiences and Applications

作者： Rouvray, P. Hallam, P. Danaher, S. Thorpe, M.G. Univ of Northumbria Newcastle

This paper presents a review of matlab/Simulink-based techniques used in the development of fault models of signalling railway systems. The data used to develop the models was derived, both in normal and fault modes, from operational railway monitoring equipment using four data signals to characterize the electrical and mechanical behaviour of a points mechanism. The main objective of this work was to regenerate three of the data signals from a single monitored signal, thus reducing the number of sensors required to identify and predict a system failure. matlab/Simulink based static curve fitting and dynamic system identification techniques were applied to regenerate the data, and in each case the robustness and accuracy of the fault model are discussed. Finally, the signal regeneration is demonstrated using a Simulink model combining dynamic and linear models.

关键词： Computer software

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Fuzzy modelling techniques applied to an air/fuel ratio control system

Fuzzy modelling techniques applied to an air/fuel ratio cont...

引用

Proceedings of the 1998 iee colloquium on Industrial Automation and control: Applications in the Automotive Industry

作者： Copp, D.G. Burnham, K.S. Lockett, F.P. Coventry Univ Coventry United Kingdom

Due largely to the need for vehicle manufacturers to meet requirements set out in stringent vehicle exhaust emission legislation, control of the air/fuel (A/F) ratio is an active area of research within the automotive industry. In this context, fuzzy modelling techniques have been applied to the simulated control of the A/F ratio. The method identifies structured nonlinear models, due to the existence of the G and H matrices, that could be readily adapted on-line. The model, used within the control scheme, has been selected using the YIC, which is used to assess the appropriateness of normally linear models, for control. The performance of the model, as part of the combined feedforward/feedback controller, appears satisfactory.

关键词： Automobile engines

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The application of matlab to railway signalling system fault modelling

The application of Matlab to railway signalling system fault...

引用

iee colloquium on The Use of Systems Analysis and Modelling Tools: Experiences and Applications (Ref. No. 1998/413)

作者： P. Rouvray P. Hallam S. Danaher M.G. Thorpe University of Northumbria UK University of Central England UK Formerly London Underground Limited UK

The paper presents a review of matlab/Simulink-based techniques used in the development of fault models of signalling railway systems. The data used to develop the models was derived, both in normal and fault modes, from operational railway monitoring equipment using four data signals to characterise the electrical and mechanical behaviour of a points mechanism. The main objective of the work was to regenerate three of the data signals from a single monitored signal, thus reducing the number of sensors required to identify and predict a system failure. matlab/Simulink based static curve fitting and dynamic system identification techniques were applied to regenerate the data, and in each case the robustness and accuracy of the fault model are discussed. Finally, the signal regeneration is demonstrated using a Simulink model combining dynamic and linear models.

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Fuzzy modelling techniques applied to an air/fuel ratio control system

Fuzzy modelling techniques applied to an air/fuel ratio cont...

引用

iee colloquium on Industrial Automation and control: Applications in the Automotive Industry (Digest No. 1998/234)

作者： D.G. Copp K.J. Burnham F.P. Lockett Control Theory and Applications Centre CTAC Coventry University UK

Fuzzy modelling techniques have been applied to the simulated control of the air/fuel ratio. The method enables the identification of structured nonlinear models, due to the existence of the G and H matrices, that could be readily adapted online. The model used within the control scheme has been selected using the Young information criteria, which is used to assess its appropriateness, normally linear models, for control. The performance of the model, as part of the combined feedforward/feedback controller, appears satisfactory. When the nonlinear and time varying nature of the automotive engine system is considered, the fuzzy modelling methods are considered to offer some potential for engine control applications.

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Computer-aided quality control of radiological systems

Computer-aided quality control of radiological systems

引用

iee colloquium on Intelligent Methods in Healthcare and Medical Applications (Digest No. 1998/514)

作者： C.J. Kotre Regional Medical Physics Department Newcastle General Hospital UK

The problem of quality control of radiological systems is discussed in relation to the management and quantitative tools normally applied to it. An alternative approach is to consider the problem in terms of a control loop in which the sets of quality control measurements are compared with their previous values in the context of a numerical model of the system to produce quantitative corrections. A preliminary study of the method applied to mammographic quality control is discussed. By modelling the system with an appropriate set of simultaneous linear equations relating changes in the controlled parameters to the quality control measurements obtained, it is possible to identify quantitative changes in the controlled parameters from measured quality control data using the inverse of the model in matrix form. This method essentially encapsulates knowledge about the system in the form of the linear model. This is distinct from current work attempting to apply artificial intelligence knowledge-based techniques to the problem.

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Development of a knowledge-based simulator for haemodynamic support of septic shock

Development of a knowledge-based simulator for haemodynamic ...

引用

iee colloquium on Simulation in Medicine (Ref. No. 1998/526)

作者： J.J. Ross D.G. Mason I.G. Paterson D.A. Linkens N.D. Edwards University Department of Anaesthesia Northern General Hospital Sheffield UK Department Automatic Control & Systems Engineering University of Sheffield UK

The authors' previous work has demonstrated self-learning fuzzy control as a powerful, flexible and versatile control technique which adapts itself easily to changing patient conditions. It has never previously been applied to multiple input/output parameter controllers in medicine. The authors are investigating this technique for providing automated control of drug infusions supporting the cardiovascular and renal systems of patients in 'septic shock'. To construct the control system the authors are using this stratagem: modelling the shocked patient; verification of the model; validation of the model; controller strategy development in simulation using the validated model; physical control system development; clinical trials. Here, the authors highlight their validation techniques.

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Integrated data visualisation and classification using growing cell structure neural networks applied to the diagnosis of breast cancer

Integrated data visualisation and classification using growi...

引用

iee colloquium on Intelligent Methods in Healthcare and Medical Applications (Digest No. 1998/514)

作者： A.J. Walker S.S. Cross R.F. Harrison Department of Automatic Control & Systems Engineering University of Sheffield UK Department of Pathology University of Sheffield Medical School UK

The technique described provides a comprehensive integrated tool for the visualisation, analysis and classification of multidimensional data that is simple and intuitive to use owing to its visual nature. As an integrated tool, it provides users with the maximum information, allowing them to see how the classification system works and which subgroups of data it is able to classify confidently and which it is not. Further, it allows the potential for users to specify arbitrary decision boundaries to discriminate between subgroups of the data of particular interest in a way that is not possible in general classification systems. The technique has been demonstrated by application to the diagnosis of breast cancer from FNAB (Fine Needle Aspirates of Breast tissue) data, where it proved highly successful both in terms of classification results and the detection of correlations between input variables and the desired classification. The promise of the technique has been further demonstrated by the reaction of experienced doctors who found the method to be both simple and intuitive to use and in some respects more useful than existing statistical techniques.

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Use of barrier discharges for pollution control

Use of barrier discharges for pollution control

引用

Proceedings of the 1997 iee colloquium on Pulsed Power

作者： Wilson, C.R. Giddings, T.J. Smith, P.W. Colt Int

The cold oxidation techniques for pollution control using dielectric barrier discharges (DBD) are discussed. The DBD comprise two electrodes, one of which is covered by a dielectric. When voltage is applied across these electrodes, electrons gain enough energy from the electric field to ionize molecules in the air and produce an avalanche or micro-discharge. It is the current in these micro-discharges that causes the oxidation of any hydrocarbon pollutants. By using a quartz tube/aluminum plate consisting of 2×14 rows of quartz tube electrodes, it is seen that although the overall abatement of pollutant decreases with increased loading at a constant specific energy, the efficiency of the plasma process increases.

关键词： Surface discharges

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Integrated control system design for the automotive industry using modern robust control methods

Integrated control system design for the automotive industry...

引用

Proceedings of the 1997 iee colloquium on the System control Integration and Rapid Prototyping in the Automotive Industry

作者： Bates, Declan Postlethwaite, Ian Univ of Leicester Leicester United Kingdom

The trend of system integration in the automotive industry is evident, particularly in the drive to produce software models for simulation which effectively capture all the dynamics of a typical on-road vehicle. As more detailed and comprehensive simulation models of on-road vehicles become available, and as the number of different areas in which control, is applied continuous to rise, the need to adopt an integrated approach to the system design process becomes fundamental. Some methods for the design of integrated control systems which are based on modern robust control techniques are discussed.

关键词： Automotive engineering

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