IDEAS home Printed from https://ideas.repec.org/a/inm/orinte/v50y2020i5p313-324.html
   My bibliography  Save this article

Pricing Analytics for Rotable Spare Parts

Author

Listed:
  • Omar Besbes

    (Columbia Business School, New York, New York 10027)

  • Adam N. Elmachtoub

    (Department of Industrial Engineering and Operations Research, Columbia University, New York, New York 10027; Data Science Institute, Columbia University, New York, New York 10027)

  • Yunjie Sun

    (Department of Industrial Engineering and Operations Research, Columbia University, New York, New York 10027)

Abstract

In this paper, we describe a comprehensive approach to pricing analytics for reusable resources in the context of rotable spare parts, which are parts that can be repeatedly repaired and resold. Working in collaboration with a major aircraft manufacturer, we aim to instill a new pricing culture and develop a scalable new pricing methodology. Pricing rotable spare parts presents unique challenges ranging from complex inventory dynamics and minimal demand information to limited data availability. We develop a novel pricing analytics approach that tackles all of these challenges and that can be applied across all rotable spare parts. We then describe a large-scale implementation of our approach with our industrial partner, which led to an improvement in profits of over 3.9% over a 10-month period.

Suggested Citation

  • Omar Besbes & Adam N. Elmachtoub & Yunjie Sun, 2020. "Pricing Analytics for Rotable Spare Parts," Interfaces, INFORMS, vol. 50(5), pages 313-324, September.
  • Handle: RePEc:inm:orinte:v:50:y:2020:i:5:p:313-324
    DOI: 10.1287/inte.2020.1033
    as

    Download full text from publisher

    File URL: https://doi.org/10.1287/inte.2020.1033
    Download Restriction: no

    File URL: https://libkey.io/10.1287/inte.2020.1033?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Stephen C. Graves, 1985. "A Multi-Echelon Inventory Model for a Repairable Item with One-for-One Replenishment," Management Science, INFORMS, vol. 31(10), pages 1247-1256, October.
    2. Moritz Fleischmann & Jo A. E. E. van Nunen & Ben Gräve, 2003. "Integrating Closed-Loop Supply Chains and Spare-Parts Management at IBM," Interfaces, INFORMS, vol. 33(6), pages 44-56, December.
    3. Maxime C. Cohen & Georgia Perakis & Robert S. Pindyck, 2015. "Pricing with Limited Knowledge of Demand," NBER Working Papers 21679, National Bureau of Economic Research, Inc.
    4. Noah Gans & Sergei Savin, 2007. "Pricing and Capacity Rationing for Rentals with Uncertain Durations," Management Science, INFORMS, vol. 53(3), pages 390-407, March.
    5. Azizah Aisyati & Wakhid Ahmad Jauhari & Cucuk Nur Rosyidi, 2013. "Determination Inventory Level for Aircraft Spare Parts Using Continuous Review Model," International Journal of Business Research and Management (IJBRM), Computer Science Journals (CSC Journals), vol. 4(1), pages 1-12, February.
    6. Felipe Caro & Jérémie Gallien, 2012. "Clearance Pricing Optimization for a Fast-Fashion Retailer," Operations Research, INFORMS, vol. 60(6), pages 1404-1422, December.
    7. Andre P. Calmon & Stephen C. Graves, 2017. "Inventory Management in a Consumer Electronics Closed-Loop Supply Chain," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 568-585, October.
    8. Joachim Arts & Simme Flapper, 2015. "Aggregate overhaul and supply chain planning for rotables," Annals of Operations Research, Springer, vol. 224(1), pages 77-100, January.
    9. Mark J. Tedone, 1989. "Repairable Part Management," Interfaces, INFORMS, vol. 19(4), pages 61-68, August.
    10. Joseph Jiaqi Xu & Peter S. Fader & Senthil Veeraraghavan, 2019. "Designing and Evaluating Dynamic Pricing Policies for Major League Baseball Tickets," Service Science, INFORMS, vol. 21(1), pages 121-138, January.
    11. R. Canan Savaskan & Shantanu Bhattacharya & Luk N. Van Wassenhove, 2004. "Closed-Loop Supply Chain Models with Product Remanufacturing," Management Science, INFORMS, vol. 50(2), pages 239-252, February.
    12. Morris A. Cohen & Paul R. Kleindorfer & Hau L. Lee, 1989. "Near-Optimal Service Constrained Stocking Policies for Spare Parts," Operations Research, INFORMS, vol. 37(1), pages 104-117, February.
    13. David Simchi-Levi & Michelle Xiao Wu, 2018. "Powering retailers’ digitization through analytics and automation," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 809-816, January.
    14. V. Daniel R. Guide & Luk N. Van Wassenhove, 2009. "OR FORUM---The Evolution of Closed-Loop Supply Chain Research," Operations Research, INFORMS, vol. 57(1), pages 10-18, February.
    15. Stephen A. Smith & Dale D. Achabal, 1998. "Clearance Pricing and Inventory Policies for Retail Chains," Management Science, INFORMS, vol. 44(3), pages 285-300, March.
    16. Guide, V. Daniel R. & Srivastava, Rajesh, 1997. "Repairable inventory theory: Models and applications," European Journal of Operational Research, Elsevier, vol. 102(1), pages 1-20, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wu, Xiaole & Zhou, Yu, 2019. "Buyer-specific versus uniform pricing in a closed-loop supply chain with third-party remanufacturing," European Journal of Operational Research, Elsevier, vol. 273(2), pages 548-560.
    2. Pietro Giovanni & Georges Zaccour, 2019. "A selective survey of game-theoretic models of closed-loop supply chains," 4OR, Springer, vol. 17(1), pages 1-44, March.
    3. Genc, Talat S. & Giovanni, Pietro De, 2017. "Trade-in and save: A two-period closed-loop supply chain game with price and technology dependent returns," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 514-527.
    4. Fu, Lingxian & Meng, Fanyong, 2020. "A human disease transmission inspired dynamic model for closed-loop supply chain management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 134(C).
    5. Andre P. Calmon & Stephen C. Graves, 2017. "Inventory Management in a Consumer Electronics Closed-Loop Supply Chain," Manufacturing & Service Operations Management, INFORMS, vol. 19(4), pages 568-585, October.
    6. Liu, Wenjie & Liu, Wei & Shen, Ningning & Xu, Zhitao & Xie, Naiming & Chen, Jian & Zhou, Huiyu, 2022. "Pricing and collection decisions of a closed-loop supply chain with fuzzy demand," International Journal of Production Economics, Elsevier, vol. 245(C).
    7. Namin, Aidin & Soysal, Gonca P. & Ratchford, Brian T., 2022. "Alleviating demand uncertainty for seasonal goods: An analysis of attribute-based markdown policy for fashion retailers," Journal of Business Research, Elsevier, vol. 145(C), pages 671-681.
    8. Choi, Tsan-Ming & Chow, Pui-Sze & Lee, Chang Hwan & Shen, Bin, 2018. "Used intimate apparel collection programs: A game-theoretic analytical study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 109(C), pages 44-62.
    9. De Giovanni, Pietro & Zaccour, Georges, 2014. "A two-period game of a closed-loop supply chain," European Journal of Operational Research, Elsevier, vol. 232(1), pages 22-40.
    10. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    11. Yanting Huang & Zongjun Wang, 2017. "Dual-Recycling Channel Decision in a Closed-Loop Supply Chain with Cost Disruptions," Sustainability, MDPI, vol. 9(11), pages 1-28, November.
    12. Nathan C. Craig & Ananth Raman, 2016. "Improving Store Liquidation," Manufacturing & Service Operations Management, INFORMS, vol. 18(1), pages 89-103, February.
    13. Liao, Haolan & Zhang, Qingyu & Li, Lu, 2023. "Optimal procurement strategy for multi-echelon remanufacturing systems under quality uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    14. Maiti, T. & Giri, B.C., 2017. "Two-way product recovery in a closed-loop supply chain with variable markup under price and quality dependent demand," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 259-272.
    15. Xiong, Yu & Zhou, Yu & Li, Gendao & Chan, Hing-Kai & Xiong, Zhongkai, 2013. "Don’t forget your supplier when remanufacturing," European Journal of Operational Research, Elsevier, vol. 230(1), pages 15-25.
    16. Frota Neto, João Quariguasi & Bloemhof, Jacqueline & Corbett, Charles, 2016. "Market prices of remanufactured, used and new items: Evidence from eBay," International Journal of Production Economics, Elsevier, vol. 171(P3), pages 371-380.
    17. Kyung Sung Jung & Milind Dawande & H. Neil Geismar & V. Daniel R. Guide & Chelliah Sriskandarajah, 2016. "Supply planning models for a remanufacturer under just-in-time manufacturing environment with reverse logistics," Annals of Operations Research, Springer, vol. 240(2), pages 533-581, May.
    18. Ye, Yu-Sen & Ma, Zu-Jun & Dai, Ying, 2016. "The price of anarchy in competitive reverse supply chains with quality-dependent price-only contracts," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 86-107.
    19. Tianqin Shi & Dilip Chhajed & Zhixi Wan & Yunchuan Liu, 2020. "Distribution Channel Choice and Divisional Conflict in Remanufacturing Operations," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1702-1719, July.
    20. Pol Boada-Collado & Victor Martínez-de-Albéniz, 2020. "Estimating and Optimizing the Impact of Inventory on Consumer Choices in a Fashion Retail Setting," Manufacturing & Service Operations Management, INFORMS, vol. 22(3), pages 582-597, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:orinte:v:50:y:2020:i:5:p:313-324. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.