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Auto-tuning, Adaptation, and Expert Control

Åström, Karl Johan LU (1985) American Control Conference, 1984
Abstract
The paper addresses some key problems that arise in applications of adaptive control to industrial processes, prior knowledge, design based on simplified models, initialization and start up. Different ways of solving the problems are discussed. A new technique for automatic tuning of simple control loops is presented. The method has the advantage of automatically generating test signals whose properties are tuned to the process. A novel approach to the adaptive problem is proposed where an expert system orchestrates auto-tuning, conventional adaptive control, on-line diagnosis, and table based gain scheduling.
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author
organization
publishing date
type
Contribution to conference
publication status
published
subject
conference name
American Control Conference, 1984
external identifiers
  • Scopus:0022199492
language
English
LU publication?
yes
id
ed8b134e-4779-4dd6-b517-dbb6da9de760 (old id 8517904)
date added to LUP
2016-01-12 17:49:47
date last changed
2016-10-13 04:52:30
@misc{ed8b134e-4779-4dd6-b517-dbb6da9de760,
  abstract     = {The paper addresses some key problems that arise in applications of adaptive control to industrial processes, prior knowledge, design based on simplified models, initialization and start up. Different ways of solving the problems are discussed. A new technique for automatic tuning of simple control loops is presented. The method has the advantage of automatically generating test signals whose properties are tuned to the process. A novel approach to the adaptive problem is proposed where an expert system orchestrates auto-tuning, conventional adaptive control, on-line diagnosis, and table based gain scheduling.},
  author       = {Åström, Karl Johan},
  language     = {eng},
  title        = {Auto-tuning, Adaptation, and Expert Control},
  year         = {1985},
}