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.File | Dimensione | Formato | |
---|---|---|---|
1-s2.0-S240589631630948X-main.pdf
Open access
Descrizione: Versione dell'editore
Tipologia:
VOR - Versione pubblicata dall'editore
Dimensione
558.64 kB
Formato
Adobe PDF
|
558.64 kB | Adobe PDF | Visualizza/Apri |
Pubblicazioni consigliate
I metadati presenti in IRIS UNIMORE sono rilasciati con licenza Creative Commons CC0 1.0 Universal, mentre i file delle pubblicazioni sono rilasciati con licenza Attribuzione 4.0 Internazionale (CC BY 4.0), salvo diversa indicazione.
In caso di violazione di copyright, contattare Supporto Iris