Data-Driven Energy Modeling of Machining Centers Through Automata Learning

The paper addresses the problem of estimating the energy consumed by production resources in manufacturing so that alternative process designs can be compared in terms of energy expenditure. In particular, the proposed methodology focuses on Computer Numerical Controlled (CNC) machining centers. Cla...

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Vydané v:	IEEE transactions on automation science and engineering Ročník 22; s. 5769 - 5780
Hlavní autori:	Lestingi, Livia, Frigerio, Nicla, Bersani, Marcello M., Matta, Andrea, Rossi, Matteo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 2025
Predmet:	automata learning Biological system modeling data-driven modeling Energy consumption Energy modeling Machining Numerical models Predictive models Task analysis Training
ISSN:	1545-5955, 1558-3783
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