@inproceedings{37e7d9739c924d138e24471f7d346b7c,
title = "Model reference control using CMAC neural networks",
abstract = "This paper demonstrates the use of CMAC neural networks in real world applications for the system identification and control of nonlinear systems. As a testbed application, the problem of regulating fluid height in a column is considered. A dynamic nonlinear model of the process is obtained using fundamental physical laws and by training a CMAC neural network using experimental input-output data. The CMAC model is used to implement a model reference control system. Successful experimental results are obtained in the presence of disturbances.",
author = "Alpaslan Duysak and Abdurrahman Unsal and Schiano, {Jeffrey L.}",
year = "2007",
doi = "10.1007/978-3-540-74695-9_69",
language = "English (US)",
isbn = "9783540746935",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
number = "PART 2",
pages = "670--679",
booktitle = "Artificial Neural Networks - ICANN 2007 - 17th International Conference, Proceedings",
address = "Germany",
edition = "PART 2",
note = "17th International Conference on Artificial Neural Networks, ICANN 2007 ; Conference date: 09-09-2007 Through 13-09-2007",
}