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. ( 8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM) Troyes, France 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.
2016
no
Inglese
8th IFAC Conference on Manufacturing Modelling, Management and Control (MIM)
Troyes, France
28-30 June 2016
https://www.sciencedirect.com/science/article/pii/S240589631630948X
8th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2016 Troyes, France, 28—30 June 2016
49
12
503
508
ELSEVIER SCIENCE BV
AMSTERDAM
Internazionale
Contributo
autonomous learning; curve fitting; induced learning; learning curves; production cost
Lolli, Francesco; Messori, Michael; Gamberini, Rita; Rimini, Bianca; Balugani, Elia
Atti di CONVEGNO::Relazione in Atti di Convegno
273
5
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].
open
info:eu-repo/semantics/conferenceObject
File in questo prodotto:
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

Licenza Creative Commons
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

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1135563
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 18
  • ???jsp.display-item.citation.isi??? 14
social impact