Analysis of greenhouse gas emissions in the road freight transportation using simulation

Abstract The objective of this paper was to analyze the behavior of environmental and performance variables in the Lean Manufacturing versus Green Manufacturing context in a road freight transportation system. Thus, a survey analysis was carried out by applying a satisfaction questionnaire to evaluate the customers, workers and managers perception concerning some environmental issues. It was verified the possibility for managers to develop different sustainable strategies considering the type of commercial vehicle available in the company, the vehicle age and the eco-driving behavior among drivers. Discrete Event Simulation was also applied to investigate the behavior of typical scenarios of transport operations in the Supply Chain encompassing greenhouse gas emissions and transport time of operation routes. In order to verify which factors most influenced the emissions, an experimental project using simulation models was employed. Investigating the results, it could be seen that the behavior of the transport structures cannot be generalized, as different scenarios had different results on the performance of the Supply Chain when analyzing factors such as Types of delivery fleet, Age of the fleet and Driving style. It was also identified that some simulations that present low emission have greater transport time. Thus, the green consumer behavior will carry greater weight on manager’s decisions; this way, actions that meet the lean and green can be established in a way that both practices can add value to eco-efficiency or greater sustainability to the Supply Chain.

[1]  Glenn Johansson,et al.  Lean and green product development: two sides of the same coin? , 2014 .

[2]  Barbara C. Richardson,et al.  SUSTAINABLE TRANSPORT: ANALYSIS FRAMEWORKS , 2005 .

[3]  João José de Assis Rangel,et al.  Ururau: a free and open-source discrete event simulation software , 2017, J. Simulation.

[4]  Rosario Domingo,et al.  Overall Environmental Equipment Effectiveness as a Metric of a Lean and Green Manufacturing System , 2015 .

[5]  Joseph Sarkis,et al.  A tradeoff model for green supply chain planning:A leanness-versus-greenness analysis , 2015 .

[6]  Richard W. Eglese,et al.  Fuel emissions optimization in vehicle routing problems with time-varying speeds , 2016, Eur. J. Oper. Res..

[7]  Charles R. Standridge,et al.  A case study of lean, sustainable manufacturing , 2010 .

[8]  Manuel D. Rossetti,et al.  Java Simulation Library (JSL): an open-source object-oriented library for discrete-event simulation in Java , 2008, Int. J. Simul. Process. Model..

[9]  Ronald H. Ballou,et al.  Business Logistics/Supply Chain Management -5/E , 2004 .

[10]  J. Banks,et al.  Discrete-Event System Simulation , 1995 .

[11]  João José de Assis Rangel,et al.  Free and Open-Source Software for sustainable analysis in logistics systems design , 2015, J. Simulation.

[12]  Mirian Buss Gonçalves,et al.  An approach to assess logistics and ecological supply chain performance using postponement strategies , 2016 .

[13]  Ioannis Mallidis,et al.  Operations Research for green logistics - An overview of aspects, issues, contributions and challenges , 2011, Eur. J. Oper. Res..

[14]  Chialin Chen,et al.  TPS's process design in American automotive plants and its effects on the triple bottom line and sustainability , 2012 .

[15]  Robert G. Sargent,et al.  Verification and validation of simulation models , 2013, Proceedings of Winter Simulation Conference.

[16]  Ma Ga Yang,et al.  Impact of lean manufacturing and environmental management on business performance: An empirical study of manufacturing firms , 2011 .

[17]  Ahmed Saif,et al.  Cold supply chain design with environmental considerations: A simulation-optimization approach , 2016, Eur. J. Oper. Res..

[18]  P. Eng CO2 emissions from fuel combustion: highlights , 2009 .

[19]  R. Likert “Technique for the Measurement of Attitudes, A” , 2022, The SAGE Encyclopedia of Research Design.

[20]  Kim Hua Tan,et al.  Green as the new Lean: how to use Lean practices as a catalyst to greening your supply chain , 2013 .

[21]  H. Carvalho,et al.  Impact of supply chain management practices on sustainability , 2014 .

[22]  Cathal Heavey,et al.  Sustainable supply chain design: capturing dynamic input factors , 2010, J. Simulation.

[23]  Bertrand Rose,et al.  Combining organizational performance with sustainable development issues: the Lean and Green project benchmarking repository , 2014 .

[24]  Gustavo M. Ugarte,et al.  Lean versus green: The impact of lean logistics on greenhouse gas emissions in consumer goods supply chains , 2016 .