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Development of a comprehensive decision support tool for strategic and tactical planning of a sustainable bioethanol supply chain: Real case study, discussions and policy implications.

Authors :
Akbarian-Saravi, Niloofar
Mobini, Mahdi
Rabbani, Masoud
Source :
Journal of Cleaner Production. Jan2020, Vol. 244, pN.PAG-N.PAG. 1p.
Publication Year :
2020

Abstract

The demand for bioethanol has increased owing to the growing environmental and social concerns. Designing an efficient Bioethanol Supply Chain (BSC) is a precondition for commercializing the bioethanol production. In this regard, this paper proposes a comprehensive Decision Support Tool (DST) integrating Artificial Neural Network (ANN), mathematical modeling, and solution approach to carefully design and optimize a sustainable second-generation BSC while considering economic, environmental, and social aspects. A multi-objective mixed-integer linear programming model is developed for the strategic and tactical design of BSC in which the bioethanol demand is predicted using an ANN model. To solve the proposed multi-objective model, a hybrid approach based on Best-Worst Method (BWM) and Torabi-Hassini (TH) approach is proposed to find the most preferred solution regarding the decision maker's preference towards the objective functions. The applicability of the proposed DST is demonstrated through assessing the impact of two alternative BSC expansion policies on a real case study in Iran. The results demonstrate that adapting an appropriate ethanol distribution policy over a planning horizon could result in a 33% reduction in total costs. Moreover, it is suggested that a 10% increase in the total costs can be beneficial from environmental and social perspectives. • Developed a comprehensive Decision Support Tool (DST) for the design of sustainable Bioethanol Supply Chain (BSC). • Integrated BWM and TH methods for optimizing the BSC considering the decision maker's preference and priorities. • Used the proposed DST to two alternative policies for the establishment of BSC in a national scale. • Provided managerial insights and discussed policy implications. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09596526
Volume :
244
Database :
Academic Search Index
Journal :
Journal of Cleaner Production
Publication Type :
Academic Journal
Accession number :
140423580
Full Text :
https://doi.org/10.1016/j.jclepro.2019.118871