A Case-Based Reasoning (CBR) approach for Engineer-To-Order systems performance evaluation

被引：1

作者：

Sylla, Abdourahim ^{[1
]}

Coudert, Thierry ^{[2
]}

Geneste, Laurent ^{[2
]}

机构：

[1] Univ Grenoble Alpes, G SCOP, CNRS, F-38000 Grenoble, France

[2] Univ Toulouse, LGP, INP ENI Tarbes, F-65000 Tarbes, France

来源：

IFAC PAPERSONLINE | 2021年 / 54卷 / 01期

关键词：

Complex systems design; Performance evaluation; Decision making; Engineer-To-Order; Case-based Reasoning;

D O I：

10.1016/j.ifacol.2021.08.182

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In Engineer-To-Order (ETO) industrial contexts, decision-making about which systems to offer for sales or which subsystems to integrate into the systems for sales is based on various performance indicators. However, the lack of relevant information to evaluate these indicators challenges the decision-making process. In this article, to face this issue, a CBR approach is proposed for the evaluation of the performances of ETO systems. The main contributions are : (i) an object-oriented case representation model which allows to store previous evaluated systems for an effective and time efficient similar systems retrieval, and (ii) a method that allows to compute similarity between two systems that can have different structures. Copyright (C) 2021 The Authors.

引用

页码：717 / 722

页数：6

共 50 条

[1] Case-Based Reasoning (CBR) and Robotics
Demigha, Souad
[J]. PROCEEDINGS OF THE EUROPEAN CONFERENCE ON THE IMPACT OF ARTIFICIAL INTELLIGENCE AND ROBOTICS (ECIAIR 2019), 2019, : 106 - 112
[2] A new model of case-based reasoning (CBR)
Kang, K
Wang, XJ
[J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, : 331 - 336
[3] A Case-Based Reasoning (CBR) approach for representing and indexing aviation accidents
Oztekin, Ahmet E.
Luxhoj, James T.
[J]. WMSCI 2005: 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Vol 7, 2005, : 340 - 345
[4] CBR for CBR:: A case-based template recommender system for building case-based systems
Recio-Garcia, Juan A.
Bridge, Derek
Diaz-Agudo, Belen
Gonzalez-Calero, Pedro A.
[J]. ADVANCES IN CASE-BASED REASONING, PROCEEDINGS, 2008, 5239 : 459 - +
[5] Designing an Engineer-To-Order Performance Measurement System: A Case Study
Sjobakk, Borge
Bakas, Ottar
[J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: INNOVATIVE AND KNOWLEDGE-BASED PRODUCTION MANAGEMENT IN A GLOBAL-LOCAL WORLD, APMS 2014, PT III, 2014, 440 : 473 - 480
[6] Detection of performance bottlenecks: A case-based reasoning approach
Shihab, K
Ramadhan, HA
[J]. IC-AI'2001: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS I-III, 2001, : 946 - 952
[7] Performance evaluation of fuzzy clustered case-based reasoning
Khan, Malik Jahan
Khan, Cynthia
[J]. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2021, 33 (02) : 313 - 330
[8] A New Value Stream Mapping Approach for Engineer-to-Order Production Systems
Thomassen, Maria Kollberg
Alfnes, Erlend
Gran, Erik
[J]. ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: INNOVATIVE PRODUCTION MANAGEMENT TOWARDS SUSTAINABLE GROWTH (AMPS 2015), PT II, 2015, 460 : 207 - 214
[9] Case-based CBR: Capturing and reusing reasoning about case adaptation
Leake, DB
Kinley, A
Wilson, D
[J]. INTERNATIONAL JOURNAL OF EXPERT SYSTEMS, 1997, 10 (02): : 197 - 213
[10] Case-based reasoning (CBR) model for hard machining process
Xavior, Anthony M.
Anouncia, Margret S.
[J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2012, 61 (9-12): : 1269 - 1275

← 1 2 3 4 5 →