Micromechanics as a Testbed for Artificial Intelligence Methods Evaluation
Abstract
Some of the artificial intelligence (AI) methods could be used to improve the performance of automation systems in manufacturing processes. However, the application of these methods in the industry is not widespread because of the high cost of the experiments with the AI systems applied to the conventional manufacturing systems. to reduce the cost of such experiments, we have developed a special micromechanical equipment, similar to conventional mechanical equipment, but of a lot smaller overall sizes and therefore of lower cost. This equipment can be used for evaluation of different AI methods in an easy and inexpensive way. the methods that show good results can be transferred to the industry through appropriate scaling. This paper contains brief description of low cost microequipment prototypes and some AI methods that can be evaluated with mentioned prototypes.
Recommended Citation
E. Kussul et al., "Micromechanics as a Testbed for Artificial Intelligence Methods Evaluation," IFIP Advances in Information and Communication Technology, vol. 218, pp. 275 - 284, Springer, Jan 2006.
The definitive version is available at https://doi.org/10.1007/978-0-387-34749-3_29
Department(s)
Electrical and Computer Engineering
Second Department
Computer Science
International Standard Book Number (ISBN)
978-038734655-7
International Standard Serial Number (ISSN)
1868-4238
Document Type
Article - Conference proceedings
Document Version
Citation
File Type
text
Language(s)
English
Rights
© 2024 Springer, All rights reserved.
Publication Date
01 Jan 2006
