Human performance reliability: on-line assessment using fuzzy logic

Autor:	Jeffrey C. Woldstad, Susan Lu, William J. Kolarik, Huitian Lu
Rok vydání:	2004
Předmět:	Engineering Operator performance business.industry Line (geometry) Performance monitoring Performance forecasting business Fuzzy logic Industrial and Manufacturing Engineering Reliability (statistics) Reliability engineering Task (project management) Human reliability
Zdroj:	IIE Transactions. 36:457-467
ISSN:	1545-8830 0740-817X
Popis:	This paper presents an on-line approach to monitoring human performance in terms of conditional reliability when one is performing a task. Unlike traditional human reliability analysis, this approach develops a dynamic model that is able to cope with constantly changing conditions that affect operator performance. A fuzzy knowledge-based assessment approach is developed in order to deal with uncertainty and subjectivity associated with human performance assessment. This technology includes three main parts/functions: (i) on-line performance monitoring; (ii) real-time performance forecasting; and (iii) performance reliability assessment. The technology is demonstrated in real-time and provides timely conditioned reliability information regarding task success/failure. In general, this technology offers human reliability assessment under highly dynamic circumstances.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::2c5930209795cdcaa9359701fba403a6 https://doi.org/10.1080/07408170490426161 Zobrazit plný text záznamu Plný text ve formátu PDF Plný text ve formátu HTML
Nepřihlášeným uživatelům se plný text nezobrazuje	K zobrazení výsledku je třeba se přihlásit.