Advanced Computing Concepts and Techniques in Control Engineering

ISBN-13: 9783642835506 / Angielski / Miękka / 2013 / 518 str.

Michael J. Denham; Alan J. Laub

Opis

Computational concepts and techniques have always played a major role in control engineering since the first computer-based control systems were put into operation over twenty years ago. This role has in fact been accelerating over the intervening years as the sophistication of the computing methods and tools available, as well as the complexity of the control problems they have been used to solve, have also increased. In particular, the introduction of the microprocessor and its use as a low-cost computing element in a distributed computer control system has had a profound effect on the way in which the design and implementation of a control system is carried out and, to some extent, on the theory which underlies the basic design strategies. The development of interactive computing has encouraged a substantial growth in the use of computer aided design methods and robust and efficient numerical algorithms have been produced to support these methods. Major advances have also taken place in the languages used for control system implementation, notably the recent introduction of Ada'," a language whose design is based on some very fundamental computer science concepts derived and developed over the past decade. With the extremely high rate of change in the field of computer science, the more recent developments have outpaced their incorporation into new control system design and implementation techniques."

Spis treści

I. Artificial Intelligence and Expert Systems.- Aspects of Expert Systems.- Qualitative Modelling of Physical Systems for Knowledge Based Control.- Computer Algebra Algorithms for Nonlinear Control.- Pandore.- II. Discrete-Event and Distributed Systems.- A Control Theory for Discrete-Event Systems.- The Complexity of Some Basic Control Problems for Discrete Event Systems.- A Petri-Net Approach to the Control of Discrete-Event Systems.- Temporal Logic and Extended State Machines in Discrete Event Control.- An Overview of Distributed System Construction Using Conic.- Structural Design of Decentralized Control Systems.- III. Algorithms for Advanced Architectures.- Matrix Computations on Shared-Memory Multiprocessors.- Hypercube Implementation of Some Parallel Algorithms in Control.- Load Balancing and Partitioning for Parallel Signal Processing and Control Algorithms.- Systolic Algorithms for Digital Signal Processing and Control.- IV. Contributed Papers.- Microcomputer Based Expert Control and Adaptive PID Control.- Supervisory Control of Discrete Event Processes with Arbitrary Controls.- High Speed RLS Parameter Estimation by Systolic-Like Arrays.- Intelligent Control Specification Language Compilers, the Q-Parameterization, and Convex Programming: Concepts for an Advanced Computer-Aided Control System Design Method.- A Design Environment for Computer-Aided Control System Design via Multi-Objective Optimisation.- Manana: a Real-time Language for Control.