Neural Networks in Mechanical System Simulation, Identification, and Assessment

Article type: Review Article

Authors: Paez, Thomas L.

Affiliations: Experimental Structural Dynamics Department, Sandia National Laboratories, Albuquerque, NM 87185

Abstract: Artificial neural networks (ANNs) have been used in the solution of a variety of mechanical system design, analysis, and control problems. This paper describes the ANNs that have been most frequently used in mechanical system applications. It also summarizes some of the applications that have been developed for ANNs, and briefly reviews the literature where descriptions of the developments and applications can be found. Some recommendations regarding ANN applications in mechanical system simulation, identification, and assessment are provided.

DOI: 10.3233/SAV-1993-1209

Journal: Shock and Vibration, vol. 1, no. 2, pp. 177-199, 1993