Robust optimization on sustainable biodiesel supply chain produced from waste cooking oil under price uncertainty
•Robust mixed integer linear programming model is proposed under price uncertainty.•Robust optimization has influence on supply chain decisions.•Environmental objective has a positive impact on bio-refinery.•Social objective helps to collect more kitchen waste. Waste cooking oil (WCO)-for-biodiesel...
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Published in | Waste management (Elmsford) Vol. 60; pp. 329 - 339 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Ltd
01.02.2017
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Subjects | |
Online Access | Get full text |
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Summary: | •Robust mixed integer linear programming model is proposed under price uncertainty.•Robust optimization has influence on supply chain decisions.•Environmental objective has a positive impact on bio-refinery.•Social objective helps to collect more kitchen waste.
Waste cooking oil (WCO)-for-biodiesel conversion is regarded as the “waste-to-wealthy” industry. This paper addresses the design of a WCO-for-biodiesel supply chain at both strategic and tactical levels. The supply chain of this problem is studied, which is based on a typical mode of the waste collection (from restaurants’ kitchen) and conversion in the cities. The supply chain comprises three stakeholders: WCO supplier, integrated bio-refinery and demand zone. Three key problems should be addressed for the optimal design of the supply chain: (1) the number, sizes and locations of bio-refinery; (2) the sites and amount of WCO collected; (3) the transportation plans of WCO and biodiesel. A robust mixed integer linear model with muti-objective (economic, environmental and social objectives) is proposed for these problems. Finally, a large-scale practical case study is adopted based on Suzhou, a city in the east of China, to verify the proposed models. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0956-053X 1879-2456 |
DOI: | 10.1016/j.wasman.2016.11.004 |