{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T07:49:33Z","timestamp":1719733773521},"reference-count":7,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Comp. Intel. Appl."],"published-print":{"date-parts":[[2012,3]]},"abstract":"<jats:p> Anomaly detection prevents rotating machinery from unforeseeable faults. Using such detection methods, we consider the problem of identifying aerodynamic instabilities in centrifugal compressors by analyzing just the compressor's sound signal. Therefore, an artificial immune system (AIS)-based classification is applied. The deployed v-detectors work according to the negative selection principle and were optimized in position and shape by using a novel procedure of detector generation. This allows reducing the number of detectors while maintaining classification success. Ideas such as multiple layer AIS and fuzzy detector edges enhance the tuning of the classification response. Numerical results demonstrate the design, show the validity for the presented application and give an example for adopting soft computing methods for condition monitoring. <\/jats:p>","DOI":"10.1142\/s1469026812500022","type":"journal-article","created":{"date-parts":[[2012,4,10]],"date-time":"2012-04-10T11:35:19Z","timestamp":1334057719000},"page":"1250002","source":"Crossref","is-referenced-by-count":3,"title":["AN ARTIFICIAL IMMUNE SYSTEM FOR CLASSIFYING AERODYNAMIC INSTABILITIES OF CENTRIFUGAL COMPRESSORS"],"prefix":"10.1142","volume":"11","author":[{"given":"RICO","family":"SCHULZE","sequence":"first","affiliation":[{"name":"AviComp Controls GmbH, Department of Research and Development, Poetenweg 49, D\u201304155 Leipzig, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"FRANZ","family":"DIETEL","sequence":"additional","affiliation":[{"name":"HTWK Leipzig University of Applied Sciences, Faculty of Electrical Engineering and Information Technology, Postfach 30 11 66, D\u201304251 Leipzig, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"JENS","family":"J\u00c4KEL","sequence":"additional","affiliation":[{"name":"HTWK Leipzig University of Applied Sciences, Faculty of Electrical Engineering and Information Technology, Postfach 30 11 66, D\u201304251 Leipzig, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HENDRIK","family":"RICHTER","sequence":"additional","affiliation":[{"name":"HTWK Leipzig University of Applied Sciences, Faculty of Electrical Engineering and Information Technology, Postfach 30 11 66, D\u201304251 Leipzig, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2012,4,13]]},"reference":[{"key":"rf4","doi-asserted-by":"publisher","DOI":"10.1115\/1.2835644"},{"key":"rf9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-59901-9"},{"key":"rf10","volume-title":"Artificial Immune Systems: A New Computational Intelligence Approach","author":"De Castro L. N.","year":"2002"},{"key":"rf13","doi-asserted-by":"publisher","DOI":"10.1007\/s10556-006-0101-6"},{"key":"rf14","doi-asserted-by":"publisher","DOI":"10.1115\/1.2929105"},{"key":"rf15","doi-asserted-by":"publisher","DOI":"10.2514\/3.23782"},{"key":"rf20","doi-asserted-by":"publisher","DOI":"10.1162\/evco.2007.15.2.223"}],"container-title":["International Journal of Computational Intelligence and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1469026812500022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,6]],"date-time":"2019-08-06T19:13:33Z","timestamp":1565118813000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S1469026812500022"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,3]]},"references-count":7,"journal-issue":{"issue":"01","published-online":{"date-parts":[[2012,4,13]]},"published-print":{"date-parts":[[2012,3]]}},"alternative-id":["10.1142\/S1469026812500022"],"URL":"https:\/\/doi.org\/10.1142\/s1469026812500022","relation":{},"ISSN":["1469-0268","1757-5885"],"issn-type":[{"value":"1469-0268","type":"print"},{"value":"1757-5885","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,3]]}}}