Abstract
Increasing energy demand and the fast depletion of fossil fuels have prompted the quest for sustainable energy sources. Biodiesel is a potential fossil fuel replacement that can be used in engines without modification. However, the commercial feasibility of biodiesel production is a major challenge. A resilient and cost-efficient biodiesel supply chain network is essential for commercialization. In addition, disruption risks arising from operational downtime, labor strikes, natural disasters, and uncertainty embedded in the data compromise the effectiveness of tactical and strategic level supply chain planning. In line with these requirements, an animal fat-based biodiesel supply chain model that reduces the total system cost and accounts for both disruption and operational risks is proposed. The proposed model determines the optimal production–distribution quantities and supports facility location and capacity decisions against multiple supply and demand interruption scenarios. A novel interactive solution technique, robust possibilistic flexible programming, which enables decision-makers to incorporate flexibility into model constraints, has been introduced. Furthermore, a pmeasure constraint that ensures the lowest cost under disruption scenarios is used to control network reliability. A real-world case study is used to assess the suggested model and solution technique's applicability. The findings demonstrate a tradeoff between system reliability and nominal cost, showing that with a marginal increase in overall cost, the decisions can be secured against an uncertain environment. Biodiesel producers and distributors, as well as investors and regulators, may potentially benefit from the proposed model.
Original language | English |
---|---|
Article number | 132752 |
Number of pages | 21 |
Journal | Journal of Cleaner Production |
Volume | 366 |
Early online date | 30 Jun 2022 |
DOIs | |
Publication status | Published - 6 Jul 2022 |
Bibliographical note
Muhammad Salman Habib: Conceptualization, Writing – original draft. Muhammad Omair: Methodology, Software. Muhammad Babar Ramzan: Writing – original draft. Tariq Nawaz Chaudhary: Project administration, Investigation. Muhammad Farooq: Resources, data collection. Biswajit Sarkar: Conceptualization, Review, Revision, Project administration, Funding, Supervision.Keywords
- Disruption risk
- robust optimization
- Supply chain management
- biodiesel production–distribution
- non-edible feedstock