Neural network applications in control

✍ Scribed by Irwin, G. W.; Warwick, K.; Hunt, K. J

• Publisher: Institution of Electrical Engineers
• Year: 1995
• Tongue: English
• Leaves: 312
• Series: IEE control engineering series 53
• Category: Library

✦ Synopsis

The aim is to present an introduction to, and an overview of, the present state of neural network research and development, with an emphasis on control systems application studies. The book is useful to a range of levels of reader. The earlier chapters introduce the more popular networks and the fundamental control principles, these are followed by a series of application studies, most of which are industrially based, and the book concludes with a consideration of some recent research

✦ Table of Contents

Content: Neural networks : an introduction / K. Warwick --
Digital neural networks / A. Redgers and I. Aleksander --
Fundamentals of neurocontrol : a survey / R. Zbikowski and P.J. Gawthrop --
Selection of neural network structures : some approximation theory guidelines / J.C. Mason and P.C. Parks --
Electric power and chemical process applications / G.W. Irwin [and others] --
Studies in artificial neural network based control / K.J. Hunt and D. Sharbaro --
Applications of dynamic artificial neural networks in state estimation and nonlinear process control / P. Turner, J. Morris and G. Montague --
Speech, vision and colour applications / R.J. Mitchell and J.M. Bishop --
Real-time drive control with neural networks / D. Neumerkel, J. Franz and L. Krüger --
Fuzzy-neural control in intensive-care blood pressure management / D.A. Linkens --
Neural networks and system identification / S.A. Billings and S. Chen --
Neurofuzzy adaptive modelling and construction of nonlinear dynamical processes / K.M. Bossley, M. Brown and C.J. Harris.