Abstract
At least one-third of the food produced for human consumption is lost and wasted due to inefficient perishable product distribution plans. Currently used distribution plans are static and centralised as a single entity decides on a distribution plan where products may move along a predefined path. In this paper, we developed a dynamic distribution plan generation algorithm where distribution paths are dynamic. We used blockchain offline channels to develop decentralised, secure, and privacy-preserving dynamic distribution plans in a multi-party supply chain. Our algorithm generates distribution plans using real-time quality information about perishable goods so that products may be sold before their shelf life expires. Our algorithm ensures the privacy of all actors in a supply chain as inventory and order information of all actors remains privacy-preserved.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Chen, W., Liu, H., Xu, D.: Dynamic pricing strategies for perishable product in a competitive multi-agent retailers market. J. Artif. Soc. Soc. Simul. 21(2), 1–12 (2018). https://ideas.repec.org/a/jas/jasssj/2017-4-3.html
de Keizer, M., Akkerman, R., Grunow, M., Bloemhof, J.M., Haijema, R., van der Vorst, J.G.: Logistics network design for perishable products with heterogeneous quality decay. Eur. J. Oper. Res. 262(2), 535–549 (2017). https://doi.org/10.1016/j.ejor.2017.03.049
Eom, K.H., Hyun, K.H., Lin, S., Kim, J.W.: The meat freshness monitoring system using the smart RFID tag. Int. J. Distrib. Sens. Netw. 10(7), 591812 (2014). https://doi.org/10.1155/2014/591812
Eskandarpour, M., Dejax, P., Miemczyk, J., Péton, O.: Sustainable supply chain network design: an optimization-oriented review. Omega 54, 11–32 (2015). https://doi.org/10.1016/j.omega.2015.01.006
Gaggero, M., Tonelli, F.: Optimal control of distribution chains for perishable goods. IFAC-PapersOnLine 48(3), 1049–1054 (2015). https://doi.org/10.1016/j.ifacol.2015.06.222. 15th IFAC Symposium on Information Control Problems in Manufacturing
Hayes, B., Thakur, S., Breslin, J.: Co-simulation of electricity distribution networks and peer to peer energy trading platforms. Int. J. Electr. Power Energy Syst. 115, 105419 (2020). https://doi.org/10.1016/j.ijepes.2019.105419
Reiner, J., Mike, N., Uysal, I., Lang, W.: Reducing food losses by intelligent food logistics. Philos. Trans. R. Soc. A (2014). https://doi.org/10.1098/rsta.2013.0302
La Scalia, G., Micale, R., Miglietta, P.P., Toma, P.: Reducing waste and ecological impacts through a sustainable and efficient management of perishable food based on the Monte Carlo simulation. Ecol. Indic. 97, 363–371 (2019). https://doi.org/10.1016/j.ecolind.2018.10.041
Nakamoto, S.: Bitcoin: a peer-to-peer electronic cash system. https://www.bitcoin.org (2008)
Poon, J., Dryja, T.: The Bitcoin Lightning Network: Scalable Off-Chain Instant Payments. https://lightning.network/lightning-network-paper.pdf
Thakur, S., Breslin, J.G.: Scalable and secure product serialization for multi-party perishable good supply chains using blockchain. Internet Things 11, 100253 (2020). https://doi.org/10.1016/j.iot.2020.100253
Tsao, Y.C.: Designing a fresh food supply chain network: an application of nonlinear programming. J. Appl. Math. 2013 (2013). https://doi.org/10.1155/2013/506531
Tykhonov, D., Jonker, C., Meijer, S., Verwaart, T.: Agent-based simulation of the trust and tracing game for supply chains and networks. J. Artif. Soc. Soc. Simul. 11(3), 1 (2008). https://jasss.soc.surrey.ac.uk/11/3/1.html
Yan, B., Lee, D.: Application of RFID in cold chain temperature monitoring system. In: 2009 ISECS International Colloquium on Computing, Communication, Control, and Management, vol. 2, pp. 258–261 (2009). https://doi.org/10.1109/CCCM.2009.5270408
Acknowledgement
This publication has emanated from research conducted with the financial support of Science Foundation Ireland (SFI) under Grant Number SFI/12/RC/2289, co-funded by the European Regional Development Fund.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Thakur, S., Breslin, J. (2023). A Model of Decentralised Distribution Line Using Layer 2 Blockchains. In: Prieto, J., Benítez Martínez, F.L., Ferretti, S., Arroyo Guardeño, D., Tomás Nevado-Batalla, P. (eds) Blockchain and Applications, 4th International Congress . BLOCKCHAIN 2022. Lecture Notes in Networks and Systems, vol 595. Springer, Cham. https://doi.org/10.1007/978-3-031-21229-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-031-21229-1_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-21228-4
Online ISBN: 978-3-031-21229-1
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)