Artikel

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
Artikel, Bibliographie

Pfeufer, Thomas ; Ayoubi, Mihiar (1997)
Application of a hybrid neuro-fuzzy system to the fault diagnosis of an automotive electromechanical actuator.
In: Fuzzy Sets and Systems, 89 (351)
doi: 10.1016/S0165-0114(97)00022-5
Artikel, Bibliographie

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

Leonhardt, Steffen ; Ayoubi, Mihiar (1997)
Methods of fault diagnosis.
In: Control Engineering Practice, 5
doi: 10.1016/S0967-0661(97)00050-6
Artikel, Bibliographie

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

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
Artikel, Bibliographie

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)
doi: 10.1016/S1474-6670(17)58952-1
Artikel, Bibliographie

Konferenzveröffentlichung

Isermann, Rolf ; Ayoubi, Mihiar
Hrsg.: Zimmermann, Hans-Jürgen (1996)
Fault detection and diagnosis with neuro-fuzzy-systems.
Konferenzveröffentlichung, Bibliographie

Ohl, Jochen ; Ayoubi, Mihiar ; Kurth, Matthias (1996)
Identification of a high efficiency boiler based on neural networks with locally distributed dynamics.
IEEE International Symposium on Intelligent Control. Dearborn, MI (September 15-18, 1996)
Konferenzveröffentlichung, Bibliographie

Ayoubi, Mihiar (1996)
Identification of nonlinear dynamic processes based on dynamic radial basis function networks.
Konferenzveröffentlichung, Bibliographie

Ayoubi, Mihiar (1996)
Identification of nonlinear dynamic processes based on dynamic radial basis function networks.
Konferenzveröffentlichung, Bibliographie

Halfmann, Christoph ; Holzmann, H. ; Ayoubi, Mihiar ; Isermann, Rolf
Hrsg.: Gertler, Janos (1996)
Supervision of vehicles' tire pressure by measurement of body accelerations.
13th World Congress. International Federation of Automatic Control (IFAC). San Francisco, USA (30th June - 5th July 1996)
Konferenzveröffentlichung, Bibliographie

Ohl, Jochen ; Ayoubi, Mihiar (1995)
Application of a neuro-fuzzy-structure to building energy management.
5th International symposium on automation of district heating systems. Otaniemi Espoo, Finland
Konferenzveröffentlichung, Bibliographie

Pfeufer, Thomas ; Ayoubi, Mihiar (1995)
Fault diagnosis of electromechanical actuators using a neuro-fuzzy network.
3. GI Workshop Fuzzy-Neuro-Systeme '95. Darmstadt (15. bis 17. November 1995)
Konferenzveröffentlichung, Bibliographie

Ayoubi, Mihiar ; Isermann, Rolf ; Huber, (1995)
Identification and supervision of a thermal plant based on multi-layer percetron networks with locally disturbed dynamics.
Konferenzveröffentlichung, Bibliographie

Ayoubi, Mihiar (1995)
On the identification capability of the dynamic perceptron model.
Konferenzveröffentlichung, Bibliographie

Dissertation

Ayoubi, Mihiar (1996)
Nonlinear system identification based on neural networks with locally distributed dynamics and application to technical process.
Technische Universität Darmstadt
Dissertation, Bibliographie