Manuscript_Revised_Final_ANOR-D-16-00652.pdf (932.47 kB)
Cold chain configuration design: location-allocation decision-making using coordination, value deterioration, and big data approximation
journal contribution
posted on 2023-06-09, 03:28 authored by Adarsh Kumar Singh, Nachiappan SubramanianNachiappan Subramanian, Kulwant Singh Pawar, Ruibin BaiThe study proposes a cold chain location-allocation configuration decision model for shippers and customers by considering value deterioration and coordination by using big data approximation. Value deterioration is assessed in terms of limited shelf life, opportunity cost, and units of product transportation. In this study, a customer can be defined as a member of any cold chain, such as cold warehouse stores, retailers, and last mile service providers. Each customer only manages products that are in a certain stage of the product life cycle, which is referred to as the expected shelf life. Because of the geographical dispersion of customers and their unpredictable demands as well as the varying shelf life of products, complexity is another challenge in a cold chain. Improved coordination between shippers and customers is expected to reduce this complexity, and this is introduced in the model as a longitudinal factor for service distance requirement. We use big data information that reflects geospatial attributes of location to derive the real feasible distance between shippers and customers. We formulate the cold chain location-allocation decision problem as a mixed integer linear programming problem, which is solved using the CPLEX solver. The proposed decision model increases efficiency, adequately equates supply and demand, and reduces wastage. Our study encourages managers to ship full truck load consignments, to be aware of uneven allocation based on proximity, and to supervise heterogeneous product allocation according to storage requirements.
History
Publication status
- Published
File Version
- Accepted version
Journal
Annals of Operations ResearchISSN
0254-5330Publisher
Springer VerlagExternal DOI
Issue
1-2Volume
270Page range
433-457Department affiliated with
- Management Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2016-10-11First Open Access (FOA) Date
2017-11-20First Compliant Deposit (FCD) Date
2016-10-11Usage metrics
Categories
No categories selectedLicence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC