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Modelling production cost with the effects of learning and forgetting

Contributo in Atti di convegno
Data di Pubblicazione:
2016
Citazione:
Modelling production cost with the effects of learning and forgetting / Lolli, Francesco; Messori, Michael; Gamberini, Rita; Rimini, Bianca; Balugani, Elia. - 49:12(2016), pp. 503-508. ( 8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM) Troyes, France 28-30 June 2016) [10.1016/j.ifacol.2016.07.672].
Abstract:
Defining a dynamic model for calculating production cost is a challenging goal that requires a good fitting ability with real data over time. A novel cost curve is proposed here with the aim of incorporating both the learning and the forgetting phenomenon during both the production phases and the reworking operations. A single-product cost model is thus obtained, and a procedure for fitting the curve with real data is also introduced. Finally, this proposal is validated on a benchmark dataset in terms of mean square error.
Tipologia CRIS:
Relazione in Atti di Convegno
Keywords:
autonomous learning; curve fitting; induced learning; learning curves; production cost
Elenco autori:
Lolli, Francesco; Messori, Michael; Gamberini, Rita; Rimini, Bianca; Balugani, Elia
Autori di Ateneo:
BALUGANI ELIA
GAMBERINI Rita
LOLLI Francesco
RIMINI Bianca
Link alla scheda completa:
https://iris.unimore.it/handle/11380/1135563
Link al Full Text:
https://iris.unimore.it//retrieve/handle/11380/1135563/269743/1-s2.0-S240589631630948X-main.pdf
Titolo del libro:
8th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2016 Troyes, France, 28—30 June 2016
Pubblicato in:
IFAC-PAPERSONLINE
Journal
IFAC-PAPERSONLINE
Series
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URL

https://www.sciencedirect.com/science/article/pii/S240589631630948X
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