Evolution of Adaptive Control Algorithms and Products: A Critical Review and Evaluation

Abstract Adaptive control literature exceeds far beyond the respective product development activities except the recent years. The justified credit for product goes to distributed controls resulted from microprocessor developments In this work, the historical perspectives on adaptive algorithms and product developments including the current status of implementations by distributed controls are reviewed Recent product developments, the suitability and the need of distributed controls are des-cribed. The need of combining the theory, application knowledge, and physical in-sight for a successful product is presented. Adaptive control products marketed as a part of total system and as a single product are discussed and evaluated. As current challenges, the need of using artificial intelligence, pattern recognition, learning systems, and neural network structure for providing selective and intelligent algorithms is emphasized.

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