1998

Nelles, Oliver ; Ernst, S. ; Ayoubi, Mihiar ; Schumann, A. ; Lachmann, K.-H. (1998):
Identifikation mit einem Hammersteinmodell und neuronalen Netzen am Beispiel eines Abgasturboladers.
In: at: Automatisierungstechnik. 46 (1998), H. 9, S. 411-419, [Article]

1997

Ayoubi, Mihiar (1997):
Das dynamische Perzeptronmodell zur experimentellen Modellbildung nichtlinearer Prozesse.
In: Informatik Forschung und Entwicklung. 12 (1997), S. 14-22, [Article]

Ayoubi, Mihiar ; Isermann, Rolf (1997):
Neuro-fuzzy systems for diagnosis.
In: Fuzzy sets and systems. 89 (1997), S. 289-307, [Article]

1996

Ayoubi, Mihiar (1996):
Fuzzy systems design based on a hybrid neural structure and application to the fault diagnosis of technical processes.
In: Control engineering practice. 4 (1996), No. 1, S. 35-42, [Article]

Ayoubi, Mihiar (1996):
Identification of nonlinear dynamic processes based on dynamic radial basis function networks.
In: AeroSense <1996, Orlando, Florida, USA>: Proceedings, [Conference or Workshop Item]

Ayoubi, Mihiar (1996):
Identification of nonlinear dynamic processes based on dynamic radial basis function networks.
In: AeroSense <1996, Orlando, Florida, USA>: Proceedings, [Conference or Workshop Item]

Schüler, Matthias ; Leonhardt, Steffen ; Ludwig, Christof ; Ayoubi, Mihiar ; Isermann, Rolf (1996):
Model-based and signal-based fault detection of diesel engines with turbocharger.
In: IFAC Proceedings Volumes, 29 (1), pp. 7832-7837. Elsevier, ISSN 1474-6670,
DOI: 10.1016/S1474-6670(17)58952-1,
[Article]

Ayoubi, Mihiar (1996):
Nonlinear system identification based on neural networks with locally distributed dynamics and application to technical process.
591, Düsseldorf: VDI-Verl., 1996. X, 158 S., Düsseldorf, VDI-Verl, TU Darmstadt,
[Ph.D. Thesis]

1995

Ayoubi, Mihiar ; Isermann, Rolf ; Huber, (1995):
Identification and supervision of a thermal plant based on multi-layer percetron networks with locally disturbed dynamics.
In: IEEE Conference on Decision and Control <34, 1995, New Orleans, USA>: Proceedings, [Conference or Workshop Item]

Ayoubi, Mihiar (1995):
On the identification capability of the dynamic perceptron model.
In: GI Workshop Fuzzy-Neuro--Systeme '95: Theorie und Anwendungen <3, 1995, Darmstadt>: Tagungsbd., Berlin, Heidelberg (u.a.): Springer, 1995, Berlin, Heidelberg (u.a.), Springer, [Conference or Workshop Item]