Bibliography on adaptive control systems

Asher, Robert B.; Andrisani, Dominick; Dorato, P.

doi:10.1109/proc.1976.10293

Cited by 37 publications

(1 citation statement)

References 96 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Lyapunov's method was suggested in lieu of a gradient descent approach as in (1), and ended up as the foundation for stability of adaptive systems. Several seminal results were published during this period which witnessed several surveys by Lindorff and Carroll [38], Landau [39], Wittenmark [40], Unbehauen [41], and others [42,43,44]. These were followed by edited books such as [45,46,47], and subsequent textbooks in deterministic and continuous-time [48,49,50,51,52,53,54], stochastic systems in books and papers such as [55,56,57,58], and multiple-input, multiple-output systems in [52].…”

Section: -1985mentioning

confidence: 99%

A Historical Perspective of Adaptive Control and Learning

Annaswamy¹,

Fradkov²

2021

Preprint

View full text Add to dashboard Cite

This article provides a historical perspective of the field of adaptive control over the past seven decades and its intersection with learning. A chronology of key events over this large time-span, problem statements that the field has focused on, and key solutions are presented. Fundamental results related to stability, robustness, and learning are sketched. A brief description of various applications of adaptive control reported over this period is included.

show abstract

Section: -1985mentioning

confidence: 99%

A Historical Perspective of Adaptive Control and Learning

Annaswamy¹,

Fradkov²

2021

Preprint

View full text Add to dashboard Cite

show abstract

Adaptive control strategies for process control: A survey

1986

View full text Add to dashboard Cite

In recent years there has been extensive interest in feedback control systems that automatically adjust their controller settings to compensate for changes in the process or the enviornment. Such systems are referred to as adaptive controllers. This survey paper reviews the current state of the art in adaptive control from a process control perspective and describes leading design techniques. Potential operating problems associated with adaptive control schemes are considered. A survey of experimental applications of adaptive control systems to process control problems is also included. SCOPEProcess control systems inevitably include adjustable controller settings that facilitate process operation over a wide range of conditions. Typically, controller settings are tuned after the control system has been installed using time-consuming, trial-and-error procedures. If process conditions change significantly, then the controller must be retuned in order to obtain satisfactory control.In recent years, there has been extensive interest in adaptive control systems that automatically adjust the controller settings to compensate for unanticipated changes in the process or the environment. Adaptive control schemes provide systematic, flexible approaches for dealing with uncertainties, nonlinearities, and time-varying process parameters. Consequently, adaptive control systems offer significant potential benefits for difficult process control problems where the process is poorly understood andlor changes in unpredictable ways. The practical benefits of adaptive control have been documented in a wide variety of successful industrial applications.Although adaptive control has been a reputable research area for about thirty years, it is only in the last decade that it has achieved prominence as one of the

show abstract

Adaptive Control Systems (A Short Review)

Isermann

1991

Digital Control Systems

View full text Add to dashboard Cite

Bibliography on adaptive control systems

Cited by 37 publications

References 96 publications

A Historical Perspective of Adaptive Control and Learning

A Historical Perspective of Adaptive Control and Learning

Adaptive control strategies for process control: A survey

Adaptive Control Systems (A Short Review)

Contact Info

Product

Resources

About