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.

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. ((Intervento presentato al convegno 8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM) tenutosi a Troyes, France nel 28-30 June 2016 [10.1016/j.ifacol.2016.07.672].

Modelling production cost with the effects of learning and forgetting

LOLLI, Francesco;GAMBERINI, Rita;RIMINI, Bianca;BALUGANI, ELIA
2016

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.
8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM)
Troyes, France
28-30 June 2016
49
503
508
Lolli, Francesco; Messori, Michael; Gamberini, Rita; Rimini, Bianca; Balugani, Elia
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. ((Intervento presentato al convegno 8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM) tenutosi a Troyes, France nel 28-30 June 2016 [10.1016/j.ifacol.2016.07.672].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1135563
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