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Latest Developments in Condition Monitoring of Machining Operations

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Author(s): S. Madhava Reddy | A. Chennakesava Reddy | K. Sudhakar Reddy

Journal: Journal of Applied Sciences
ISSN 1812-5654

Volume: 12;
Issue: 10;
Start page: 938;
Date: 2012;
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Keywords: genetic algorithm | milling operation | fuzzy logic | Neural network

ABSTRACT
The study describes a novel approach for condition monitoring is one of the most important requirements for the automated and unattended manufacturing systems. In the absence of human operators, this monitoring and control has to be performed by sensors and associated decision making systems, able to interpret incoming sensor information for monitoring of machining operation including tool condition monitoring, process control and more recently, advanced topics in machining monitoring sensor related applications. Reviews on tool condition monitoring, sensor technologies, decision making strategies for process monitoring using ANN, FL and GA models are also out lined. Future challenges and trends in sensor based machining operation monitoring are presented.
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