Journal
CIRP ANNALS-MANUFACTURING TECHNOLOGY
Volume 59, Issue 1, Pages 21-24Publisher
ELSEVIER
DOI: 10.1016/j.cirp.2010.03.042
Keywords
Energy; Monitoring; Event stream processing
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Reducing the energy consumption of machine tools can significantly improve the environmental performance of manufacturing systems. To achieve this, monitoring of energy consumption patterns in the systems is required. It is vital in these studies to correlate energy usage with the operations being performed in the manufacturing system. However, this can be challenging due to complexity of manufacturing systems and the vast number of data sources. Event stream processing techniques are applied to automate the monitoring and analysis of energy consumption in manufacturing systems. Methods to reduce usage based on the specific patterns discerned are discussed. (C) 2010 CIRP.
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