Towards greener petrochemical production: Two-stage network data envelopment analysis in a fully fuzzy environment in the presence of undesirable outputs

作者:

Highlights:

• We evaluate two-stage production networks in a number of petrochemical companies.

• We use a fuzzy linear programming model with the presence of undesirable outputs.

• Our model also includes a two-stage network data envelopment analysis model.

• We think this is the first study to develop and apply a model with the above features.

• Our contribution to practice: better evaluation of efficiency in petrochemical plants.

摘要

•We evaluate two-stage production networks in a number of petrochemical companies.•We use a fuzzy linear programming model with the presence of undesirable outputs.•Our model also includes a two-stage network data envelopment analysis model.•We think this is the first study to develop and apply a model with the above features.•Our contribution to practice: better evaluation of efficiency in petrochemical plants.

论文关键词:Data envelopment analysis,Fuzzy set,Linear programming,Undesirable output,Two stage

论文评审过程:Received 26 March 2020, Revised 13 August 2020, Accepted 17 August 2020, Available online 17 September 2020, Version of Record 25 September 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113903