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CUTTING TOOL CONDITION MONITORING USING ARTIFICIAL INTELLIGENCE | TURNING PROCESS | Rui Silva | Taschenbuch | Paperback | 208 S. | Englisch | 2010 | LAP LAMBERT Academic Publishing | EAN 9783838372341 - Silva, Rui
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CUTTING TOOL CONDITION MONITORING USING ARTIFICIAL INTELLIGENCE | TURNING PROCESS | Rui Silva | Taschenbuch | Paperback | 208 S. | Englisch | 2010 | LAP LAMBERT Academic Publishing | EAN 9783838372341 - Livres de poche

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CUTTING TOOL CONDITION MONITORING USING ARTIFICIAL INTELLIGENCE: TURNING PROCESS - Livres de poche

2010, ISBN: 3838372344

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Cutting Tool Condition Monitoring Using Artificial Intelligence Rui Silva Author

This work relates to the application of Artificial Intelligence to tool wear monitoring. The main objective is to develop an intelligent condition monitoring system able to detect when a cutting tool is worn out. It is used a combined Expert System and Neural Network able to process data coming from external sensors and combine this with information from the knowledge base and thereafter estimate the wear state of the tool. The novelty of this work is mainly associated with the configuration of the proposed system. With the combination of sensor-based information and inference rules, the result is an on-line system that can learn from experience and can update the knowledge base pertaining to information associated with different cutting conditions. Two neural networks resolve the problem of interpreting the complex sensor inputs while the Expert System, keeping track of previous success, estimates which of the two neural networks is more reliable. In this study an on-line tool wear monitoring system for turning processes has been developed which can reliably estimate the tool wear under common workshop conditions.

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EAN (ISBN-13): 9783838372341
ISBN (ISBN-10): 3838372344
Version reliée
Livre de poche
Date de parution: 2010
Editeur: LAP Lambert Academic Publishing Core >1 >T

Livre dans la base de données depuis 2009-10-31T20:33:01+01:00 (Paris)
Page de détail modifiée en dernier sur 2024-01-28T10:44:01+01:00 (Paris)
ISBN/EAN: 9783838372341

ISBN - Autres types d'écriture:
3-8383-7234-4, 978-3-8383-7234-1
Autres types d'écriture et termes associés:
Auteur du livre: silva, rui
Titre du livre: condition monitoring, artificial intelligence


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