Skip to main content
Erschienen in: OR Spectrum 4/2015

01.10.2015 | Regular Article

Revenue management approach to due date quoting and scheduling in an assemble-to-order production system

verfasst von: Hendrik Guhlich, Moritz Fleischmann, Raik Stolletz

Erschienen in: OR Spectrum | Ausgabe 4/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In this paper, we consider demand management decisions for an assemble-to-order production system in which both the availability of intermediate material and assembly capacity are limited. For each incoming order, the manufacturer must decide whether to accept it and what due date to quote for an accepted order. The actual assembly dates are still subject to change after these decisions, and a production schedule must be maintained to guarantee that the quoted due dates are met. Therefore, the decisions on accepting orders and quoting due dates must be made with incomplete knowledge of the actual resources used to fulfill the orders. To address these factors, we model this situation and develop a novel revenue management approach using bid prices. An extensive numerical study demonstrates the good performance of the proposed approach in comparison with benchmark algorithms and an ex-post optimal solution applied over a wide range of different supply and demand scenarios. Our results suggest that the consideration of assembly capacity constraints is more vital than the consideration of intermediate material constraints in our test cases.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Fußnoten
1
In the present paper, the notation \(x^+\) is used as short for \(\max \{0,x\}\).
 
2
We follow the convention that undefined variables are equal to 0.
 
Literatur
Zurück zum Zitat Adelman D (2007) Dynamic bid prices in revenue management. Oper Res 55(4):647–661CrossRef Adelman D (2007) Dynamic bid prices in revenue management. Oper Res 55(4):647–661CrossRef
Zurück zum Zitat Agrawal N, Smith S (1996) Estimating negative binomial demand for retail inventory management with unobservable lost sales. Nav Res Logist 43:839–861CrossRef Agrawal N, Smith S (1996) Estimating negative binomial demand for retail inventory management with unobservable lost sales. Nav Res Logist 43:839–861CrossRef
Zurück zum Zitat Barut M, Sridharan V (2005) Revenue management in order-driven production systems. Decis Sci 36(2):287–317CrossRef Barut M, Sridharan V (2005) Revenue management in order-driven production systems. Decis Sci 36(2):287–317CrossRef
Zurück zum Zitat Benjaafar S, ElHafsi M (2006) Production and inventory control of a single product assemble-to-order system with multiple customer classes. Manag Sci 52(12):1896–1912CrossRef Benjaafar S, ElHafsi M (2006) Production and inventory control of a single product assemble-to-order system with multiple customer classes. Manag Sci 52(12):1896–1912CrossRef
Zurück zum Zitat Brown A, Lee H, Petrakian R (2000) Xilinx improves its semiconductor supply chain using product and process postponement. Interfaces 10(5):65–80CrossRef Brown A, Lee H, Petrakian R (2000) Xilinx improves its semiconductor supply chain using product and process postponement. Interfaces 10(5):65–80CrossRef
Zurück zum Zitat Charnsirisakskul K, Griffin PM, Keskinocak P (2006) Pricing and scheduling decisions with leadtime flexibility. Eur J Oper Res 171(1):153–169CrossRef Charnsirisakskul K, Griffin PM, Keskinocak P (2006) Pricing and scheduling decisions with leadtime flexibility. Eur J Oper Res 171(1):153–169CrossRef
Zurück zum Zitat Chen C, Zhao Z, Ball M (2001) Quantity and due date quoting available to promise. Inf Syst Front 3:477–488CrossRef Chen C, Zhao Z, Ball M (2001) Quantity and due date quoting available to promise. Inf Syst Front 3:477–488CrossRef
Zurück zum Zitat Chen CY, Zhao Z, Ball MO (2002) A model for batch advanced available-to-promise. Prod Oper Manag 11(4):424–440 Chen CY, Zhao Z, Ball MO (2002) A model for batch advanced available-to-promise. Prod Oper Manag 11(4):424–440
Zurück zum Zitat Cheng T, Gao C, Shen H (2011) Production planning and inventory allocation of a single-product assemble-to-order system with failure-prone machines. Int J Prod Econ 131(2):604–617CrossRef Cheng T, Gao C, Shen H (2011) Production planning and inventory allocation of a single-product assemble-to-order system with failure-prone machines. Int J Prod Econ 131(2):604–617CrossRef
Zurück zum Zitat Ehrenberg ASC (1959) The pattern of consumer purchases. Appl Stat 8(1):26–41CrossRef Ehrenberg ASC (1959) The pattern of consumer purchases. Appl Stat 8(1):26–41CrossRef
Zurück zum Zitat ElHafsi M (2009) Optimal integrated production and inventory control of an assemble-to-order system with multiple non-unitary demand classes. Eur J Oper Res 194(1):127–142CrossRef ElHafsi M (2009) Optimal integrated production and inventory control of an assemble-to-order system with multiple non-unitary demand classes. Eur J Oper Res 194(1):127–142CrossRef
Zurück zum Zitat Gallego G, Phillips R (2004) Revenue management of flexible products. Manuf Serv Oper Manag 6(4):321–337 Gallego G, Phillips R (2004) Revenue management of flexible products. Manuf Serv Oper Manag 6(4):321–337
Zurück zum Zitat Gallego G, Iyengar G, Phillips R, Dubey A (2004) Managing flexible products on a network. Tech. Rep. TR-2004-01, Columbia University Gallego G, Iyengar G, Phillips R, Dubey A (2004) Managing flexible products on a network. Tech. Rep. TR-2004-01, Columbia University
Zurück zum Zitat Gallien J, Tallec YL, Schoenmeyr T (2004) A model for make-to-order revenue management. Working paper, MIT, Cambridge Gallien J, Tallec YL, Schoenmeyr T (2004) A model for make-to-order revenue management. Working paper, MIT, Cambridge
Zurück zum Zitat Gao L, Xu SH, Ball MO (2012) Managing an available-to-promise assembly system with dynamic short-term pseudo-order forecast. Manag Sci 58(4):770–790CrossRef Gao L, Xu SH, Ball MO (2012) Managing an available-to-promise assembly system with dynamic short-term pseudo-order forecast. Manag Sci 58(4):770–790CrossRef
Zurück zum Zitat Gönsch J, Koch S, Steinhardt C (2014) Revenue management with flexible products: the value of flexibility and its incorporation into DLP-based approaches. Int J Prod Econ 153:280–294CrossRef Gönsch J, Koch S, Steinhardt C (2014) Revenue management with flexible products: the value of flexibility and its incorporation into DLP-based approaches. Int J Prod Econ 153:280–294CrossRef
Zurück zum Zitat Harris Fd, Pinder J (1995) A revenue management approach to demand management and order booking in assemble-to-order manufacturing. J Oper Manag 13(4):299–309CrossRef Harris Fd, Pinder J (1995) A revenue management approach to demand management and order booking in assemble-to-order manufacturing. J Oper Manag 13(4):299–309CrossRef
Zurück zum Zitat Hintsches A, Spengler T, Volling T (2010) Revenue management in make-to-order manufacturing: case study of capacity control at ThyssenKrupp VDM. Bus Res 3(2):173–190CrossRef Hintsches A, Spengler T, Volling T (2010) Revenue management in make-to-order manufacturing: case study of capacity control at ThyssenKrupp VDM. Bus Res 3(2):173–190CrossRef
Zurück zum Zitat Klein R (2007) Network capacity control using self-adjusting bid-prices. OR Spectr 29(1):39–60CrossRef Klein R (2007) Network capacity control using self-adjusting bid-prices. OR Spectr 29(1):39–60CrossRef
Zurück zum Zitat Kniker T, Burman M (2001) Applications of revenue management to manufacturing. In: Third International Conference on Design and Analysis of Manufacturing Systems, pp 299–308 Kniker T, Burman M (2001) Applications of revenue management to manufacturing. In: Third International Conference on Design and Analysis of Manufacturing Systems, pp 299–308
Zurück zum Zitat Kolisch R (2001) Make-to-order assembly management. Springer, Berlin Kolisch R (2001) Make-to-order assembly management. Springer, Berlin
Zurück zum Zitat Kuhn H, Defregger F (2005) Revenue management for a make-to-order company with limited inventory capacity. OR Spectr 29(1):137–156 Kuhn H, Defregger F (2005) Revenue management for a make-to-order company with limited inventory capacity. OR Spectr 29(1):137–156
Zurück zum Zitat Lin JT, Hong IH, Wu CH, Wang KS (2010) A model for batch available-to-promise in order fulfillment processes for TFT-LCD production chains. Comput Ind Eng 59(4):720–729CrossRef Lin JT, Hong IH, Wu CH, Wang KS (2010) A model for batch available-to-promise in order fulfillment processes for TFT-LCD production chains. Comput Ind Eng 59(4):720–729CrossRef
Zurück zum Zitat Liu T (2005) Revenue management models in the manufacturing industry. Ph.D. thesis, MIT Liu T (2005) Revenue management models in the manufacturing industry. Ph.D. thesis, MIT
Zurück zum Zitat Meyr H (2009) Customer segmentation, allocation planning and order promising in make-to-stock production. OR Spectr 31(1):229–256CrossRef Meyr H (2009) Customer segmentation, allocation planning and order promising in make-to-stock production. OR Spectr 31(1):229–256CrossRef
Zurück zum Zitat Petrick A, Gönsch J, Steinhardt C, Klein R (2010) Dynamic control mechanisms for revenue management with flexible products. Comput Oper Res 37(11):2027–2039CrossRef Petrick A, Gönsch J, Steinhardt C, Klein R (2010) Dynamic control mechanisms for revenue management with flexible products. Comput Oper Res 37(11):2027–2039CrossRef
Zurück zum Zitat Petrick A, Steinhardt C, Gönsch J, Klein R (2012) Using flexible products to cope with demand uncertainty in revenue management. OR Spectr 34(1):215–242CrossRef Petrick A, Steinhardt C, Gönsch J, Klein R (2012) Using flexible products to cope with demand uncertainty in revenue management. OR Spectr 34(1):215–242CrossRef
Zurück zum Zitat Pibernik R (2005) Advanced available-to-promise: classification, selected methods and requirements for operations and inventory management. Int J Prod Econ 93–94:239–252CrossRef Pibernik R (2005) Advanced available-to-promise: classification, selected methods and requirements for operations and inventory management. Int J Prod Econ 93–94:239–252CrossRef
Zurück zum Zitat Quante R, Fleischmann M, Meyr H (2009) A stochastic dynamic programming approach to revenue management in a make-to-stock production system. Erasmus University, Erasmus Research Institute of Management Quante R, Fleischmann M, Meyr H (2009) A stochastic dynamic programming approach to revenue management in a make-to-stock production system. Erasmus University, Erasmus Research Institute of Management
Zurück zum Zitat Simpson RW (1989) Using network flow techniques to find shadow prices for market and seat inventory control. Tech. rep Simpson RW (1989) Using network flow techniques to find shadow prices for market and seat inventory control. Tech. rep
Zurück zum Zitat Song J, Zipkin P (2003) Supply chain operations: assemble-to-order systems. Handb Oper Res Manag Sci 11:561–596CrossRef Song J, Zipkin P (2003) Supply chain operations: assemble-to-order systems. Handb Oper Res Manag Sci 11:561–596CrossRef
Zurück zum Zitat Spengler T, Rehkopf S, Volling T (2007) Revenue management in make-to-order manufacturing—an application to the iron and steel industry. OR Spectr 29(1):157–171CrossRef Spengler T, Rehkopf S, Volling T (2007) Revenue management in make-to-order manufacturing—an application to the iron and steel industry. OR Spectr 29(1):157–171CrossRef
Zurück zum Zitat Spengler TS, Volling T, Hintsches A (2008) Integration von Revenue Management Konzepten in die Auftragsannahme—konkretisiert für Unternehmen der eisen- und stahlerzeugenden Industrie. ZFB Special Issue 4:125–151 Spengler TS, Volling T, Hintsches A (2008) Integration von Revenue Management Konzepten in die Auftragsannahme—konkretisiert für Unternehmen der eisen- und stahlerzeugenden Industrie. ZFB Special Issue 4:125–151
Zurück zum Zitat Talluri K, van Ryzin G (1999) A randomized linear programming method for computing network bid prices. Transp Sci 33(2):207–216 Talluri K, van Ryzin G (1999) A randomized linear programming method for computing network bid prices. Transp Sci 33(2):207–216
Zurück zum Zitat Talluri K, van Ryzin G (2004) The theory and practice of revenue management. Springer, New York Talluri K, van Ryzin G (2004) The theory and practice of revenue management. Springer, New York
Zurück zum Zitat Km Tsai, Sc Wang (2009) Multi-site available-to-promise modeling for assemble-to-order manufacturing: an illustration on TFT-LCD manufacturing. Int J Prod Econ 117(1):174–184CrossRef Km Tsai, Sc Wang (2009) Multi-site available-to-promise modeling for assemble-to-order manufacturing: an illustration on TFT-LCD manufacturing. Int J Prod Econ 117(1):174–184CrossRef
Zurück zum Zitat Volling T, Eren Akyol D, Wittek K, Spengler TS (2012) A two-stage bid-price control for make-to-order revenue management. Comput Oper Res 39(5):1021–1032CrossRef Volling T, Eren Akyol D, Wittek K, Spengler TS (2012) A two-stage bid-price control for make-to-order revenue management. Comput Oper Res 39(5):1021–1032CrossRef
Zurück zum Zitat Williamson EL (1992) Airline network seat inventory control: Methodologies and revenue impacts. Ph.D. thesis, MIT, Cambridge Williamson EL (1992) Airline network seat inventory control: Methodologies and revenue impacts. Ph.D. thesis, MIT, Cambridge
Zurück zum Zitat Zhao Z, Ball M, Kotake M (2005) Optimization-based available-to-promise with multi-stage resource availability. Ann Oper Res 135:65–85CrossRef Zhao Z, Ball M, Kotake M (2005) Optimization-based available-to-promise with multi-stage resource availability. Ann Oper Res 135:65–85CrossRef
Metadaten
Titel
Revenue management approach to due date quoting and scheduling in an assemble-to-order production system
verfasst von
Hendrik Guhlich
Moritz Fleischmann
Raik Stolletz
Publikationsdatum
01.10.2015
Verlag
Springer Berlin Heidelberg
Erschienen in
OR Spectrum / Ausgabe 4/2015
Print ISSN: 0171-6468
Elektronische ISSN: 1436-6304
DOI
https://doi.org/10.1007/s00291-015-0401-3

Weitere Artikel der Ausgabe 4/2015

OR Spectrum 4/2015 Zur Ausgabe