Computer-aided identification of mechanical system's technical state with the aid of case-based reasoning

被引：13

作者：

Nikolaychuk, Olga A. ^{[1
]}

Yurin, Alexander Y. ^{[1
]}

机构：

[1] RAS, Inst Syst Dynam & Control Theory SB, Irkutsk 664033, Russia

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2008年 / 34卷 / 01期

关键词：

case-based reasoning (CBR); identification of technical states for mechanical systems;

D O I：

10.1016/j.eswa.2006.10.001

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The paper considers application of the case-based reasoning paradigm for solving of the problem related to computer-aided identification of technical states for mechanical systems employed in petrochemistry. The results of investigation are case models corresponding to the concept of "incident" (known from the practice of reaching reliability) and reflecting the properties and states of mechanical systems; an algorithm of case retrieval; the architecture and software for computer-aided identification of technical states for mechanical systems. (c) 2006 Elsevier Ltd. All rights reserved.

引用

页码：635 / 642

页数：8

共 11 条

[1]

AAMODT A, 1994, AI COMMUN, V7, P39

[2] Conversational case-based reasoning [J].

Aha, DW ;

Breslow, LA ;

Muñoz-Avila, H .

APPLIED INTELLIGENCE, 2001, 14 (01) :9-32

[3]

BERMAN AF, 2000, P 2 INT C PROBL CONT, P366

[4]

BERMAN AF, 1998, DEGRADATION MECH SYS

[5] Combining case-based and model-based reasoning for the diagnosis of complex devices [J].

Feret, MP ;

Glasgow, JI .

APPLIED INTELLIGENCE, 1997, 7 (01) :57-78

[6]

OHSUGA S, 1989, KNOWLEDGE PROCESSING

[7] Automating the diagnosis and rectification of deflection yoke production using hybrid knowledge acquisition and case-based reasoning [J].

Park, MK ;

Lee, KK ;

Shon, KM ;

Yoon, WC .

APPLIED INTELLIGENCE, 2001, 15 (01) :25-40

[8]

Plaza E, 2002, LECT NOTES ARTIF INT, V2416, P306

[9] Multi-modal diagnosis combining case-based and model-based reasoning: a formal and experimental analysis [J].

Portinale, L ;

Magro, D ;

Torasso, P .

ARTIFICIAL INTELLIGENCE, 2004, 158 (02) :109-153

[10]

SAN OM, 2004, APPL MATH COMPUTER S, V14, P241

← 1 2 →