@inproceedings{7a68548ce03241f787ee3ff3b316c26f,
title = "Application of selected classification schemes for fault diagnosis of actuator systems",
abstract = "The paper presents the application of various classification schemes for actuator fault diagnosis in industrial systems. The main objective of this study is to compare either single or meta-classification strategies that can be successfully used as reasoning means in off-line as well as on-line diagnostic expert systems. The applied research was conducted on the assumption that only classic and well-practised classification methods would be adopted. The comparison study was carried out within the DAMADICS benchmark problem which provides a popular framework for confronting different approaches in the development of fault diagnosis systems.",
author = "Mateusz Kalisch and Piotr Przysta{\l}ka and Anna Timofiejczuk",
note = "Publisher Copyright: {\textcopyright} 2014 Polish Information Processing Society.; 2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014 ; Conference date: 07-09-2014 Through 10-09-2014",
year = "2014",
month = oct,
day = "21",
doi = "10.15439/2014F158",
language = "English",
series = "2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1381--1390",
booktitle = "2014 Federated Conference on Computer Science and Information Systems, FedCSIS 2014",
address = "United States",
}