A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system. (January 2021)
- Record Type:
- Journal Article
- Title:
- A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system. (January 2021)
- Main Title:
- A holistic MILP model for scheduling and inventory management of a multiproduct oil distribution system
- Authors:
- Mostafaei, Hossein
Castro, Pedro M.
Relvas, Susana
Harjunkoski, Iiro - Abstract:
- Highlights: MILP model for detailed scheduling and inventory management of multiproduct pipelines. It aims at straight systems with multiple intermediate (dual-purpose) nodes. It rigorously enforces forbidden product sequences and filler batch constraints. It easily handles simultaneous batch injections and deliveries with interacting runs. It uses fewer binaries than previous approaches and is very efficient computationally. Abstract: This paper addresses the optimal scheduling of an oil transportation system characterized by a straight multiproduct pipeline featuring multiple input and output nodes, where products are dispatched to local markets often by tanker trucks. We present a new continuous-time mixed integer linear programming (MILP) model that is designed based on real-world necessities and that requires significantly fewer binary variables than previous work. As main contributions, the model: i) can rigorously avoid forbidden product sequences in every pipeline segment; ii) considers filler batch constraints to avoid large contamination volumes; and iii) includes inventory management constraints in the different pipeline nodes. We first use an illustrative example before testing the approach with a new large-scale example problem and three real-world cases from the literature. Results show that the proposed model has a tight linear programming (LP) relaxation and is very efficient computationally. It is thus a significant contribution to the state-of-the-art.
- Is Part Of:
- Omega. Volume 98(2021)
- Journal:
- Omega
- Issue:
- Volume 98(2021)
- Issue Display:
- Volume 98, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 98
- Issue:
- 2021
- Issue Sort Value:
- 2021-0098-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-01
- Subjects:
- Mathematical modeling -- Scheduling -- MILP -- Continuous-time -- Multiproduct pipeline -- Inventory management
Management -- Periodicals
658.4005 - Journal URLs:
- http://www.sciencedirect.com/science/journal/latest/03050483 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.omega.2019.102110 ↗
- Languages:
- English
- ISSNs:
- 0305-0483
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6256.426000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 14587.xml