This paper illustrates how the Case Based Reasoning (CBR) paradigm has been applied to the definition of the requirements and the specifications of a Knowledge Management technology supporting the handling of tuning and anomalies in production processes. In particular, the production of truck tyres will be illustrated as the application domain of the proposed approach. This domain is a paradigmatic example where the valorization of the experiential knowledge is a company requirement, so the representation of knowledge concerning production process issues is mandatory. It requires extending CBR techniques to an emerging area of application involving knowledge about the interplay of static objects (i.e. products) with dynamic objects (i.e. processes). The content of production cases, their organization into a Case Base and a first proposal for the Case Base retrieval of similar cases will be presented

Bandini, S., Manzoni, S., Simone, C. (2002). Tuning production processes through a case based reasoning approach. Intervento presentato a: European Conference on Case-Based Reasoning, ECCBR 2002 4 September through 7 September, Aberdeen; United Kingdom [10.1007/3-540-46119-1_35].

Tuning production processes through a case based reasoning approach

BANDINI, STEFANIA;MANZONI, SARA LUCIA;SIMONE, CARLA
2002

Abstract

This paper illustrates how the Case Based Reasoning (CBR) paradigm has been applied to the definition of the requirements and the specifications of a Knowledge Management technology supporting the handling of tuning and anomalies in production processes. In particular, the production of truck tyres will be illustrated as the application domain of the proposed approach. This domain is a paradigmatic example where the valorization of the experiential knowledge is a company requirement, so the representation of knowledge concerning production process issues is mandatory. It requires extending CBR techniques to an emerging area of application involving knowledge about the interplay of static objects (i.e. products) with dynamic objects (i.e. processes). The content of production cases, their organization into a Case Base and a first proposal for the Case Base retrieval of similar cases will be presented
paper
Case Based Reasoning, Knowledge Management
English
European Conference on Case-Based Reasoning, ECCBR 2002 4 September through 7 September
2002
9783540441090
2002
2416
475
489
none
Bandini, S., Manzoni, S., Simone, C. (2002). Tuning production processes through a case based reasoning approach. Intervento presentato a: European Conference on Case-Based Reasoning, ECCBR 2002 4 September through 7 September, Aberdeen; United Kingdom [10.1007/3-540-46119-1_35].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/16478
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