Modeling Green Logistics
Agostino G. Bruzzone
MISS DIPTEM University of Genoa
Email agostino@itim.unige.it
URL http://st.itim.unige.it
Alberto Tremori
MAST srl
Email alberto.tremori@mastsrl.eu
URL www.mastsrl.eu
Marina Massei, Federico Tarone
Simulation Team
Email {marina.massei, federico.tarone}@simulationteam.com
URL www.simulationteam.com
Abstract
This paper propose an innovative simulation model
based on web technologies devoted to analyze
environmental impact of the whole supply chain. The
authors developed a whole framework for collecting data
from different users including good producers, logistics
operators and retailers by a web questionnaire; this
service is automatically integrated with a simulator that
evaluate the green aspects of each case by self
generating a model for this specific case and providing
synthetic results; in addition the green log model
developed allows to create interactively very complex
supply chain. The paper propose the general
architecture of the green log model and an example for
supporting its validation and verification.
1. Introduction
Logistics represents a complex framework involving
many different activities and many interaction with all
the internal processes and external supply chain
operations [6]. Often logistics is restricted just to
transport problems, but in fact this subject is much
extended. In reality Logistics includes all the actions
needed to support the goods/products delivery and it is
very strongly connected to issues such as packaging, re-
packaging, network definition, supply chain concepts
etc.[9]
Obviously the logistics framework and the related
operations have several environmental impacts that
affect sustainability and represent indirect costs and
consumption of resources[22].
It is very important from this point of view to outline
that the environmental impacts are not limited only to
emissions due to product transportation, but also to waste
disposal, resource use (i.e. water and energy) and
infrastructure effects (i.e. warehouses, logistics
platforms, etc. ) [20].
From several years it was introduced the term “green
logistics”, however this subject originally was very
strongly related to qualitative considerations devoted to
improve the sustainability of logistics, vice versa this
project is devoted to the development of new models to
support quantitative analysis and to measure the real
impact of the whole supply chain [1][24]. In fact to
measure environmental impacts it is necessary to
consider a wide set of different elements that sometime
are not easy to be recombined; in fact the conceptual
model need to include direct and indirect emissions of
different types as well as estimation of other waste
disposals (i.e. rubber due to tire consumption) and
infrastructure effects (i.e. highway or rail
occupancy)[17][25]. A simulator devoted to estimate the
environmental impact of the supply chain needs to
represent the different processes as well as the different
phenomena affecting these issues, in addition the
sustainability analysis needs to be combined with costs,
efficiency and quality evaluations in order to be
comparable from industrial point of view[8][12].
The authors developed a model, titled Green Log
(Green Logistics Simulator); in fact Green Log is based
on new models developed in order to study these aspects;
this research was motivated by the “Italian Green
Logistics Initiative”: a project born as a join venture
between Industry, Academy and Governmental
Institutions. Main goal of “Italian Green Logistics
Initiative Project” is to guarantee “greening”
improvements for the logistics [18][19]; this goal for
being achieved requires the development of
environmental impact quantitative estimation all over the
supply chain based on simulation models and solution
2009 Third Asia International Conference on Modelling & Simulation
978-0-7695-3648-4/09 $25.00 © 2009 IEEE
DOI 10.1109/AMS.2009.97
543