Models for optimization and performance evaluation of biomass
supply chains: An Operations Research perspective
Birome Holo Ba, Christian Prins
*
, Caroline Prodhon
ICD-LOSI, Universit e de Technologie de Troyes (UTT), CS 42060, 10004 Troyes, France
article info
Article history:
Received 26 March 2015
Accepted 16 July 2015
Available online xxx
Keywords:
Biomass
Logistics
Supply chain
Modeling
Optimization
Bioenergy
abstract
The production of biofuels, bioenergy and chemical intermediates from biomass is a promising solution
to reduce the consumption of fossil fuels and greenhouse gas emissions. While a significant research
effort has been devoted to biomass production and conversion processes, the importance of logistics was
detected more recently. Indeed, efficient supply chains are essential to provide conversion facilities with
sufficient quantities of quality biomass at reasonable prices. As large territories and hundreds of biomass
producers are involved, quantitative models are very useful to evaluate and optimize the resources
required, the associated costs, the energy consumptions and the environmental impacts. This article
surveys the recent research on models for biomass supply chains, from an Operations Research
perspective. 124 references, including 72 published since 2010, have been analyzed to present the
structures and the activities of these chains, a typology of decisions in three levels (strategic, tactical and
operational), and a review of models based either on performance evaluation techniques (e.g., simula-
tion) or mathematical optimization. A conclusion underlines the contributions and shortcomings of
current research and suggests possible directions.
© 2015 Elsevier Ltd. All rights reserved.
1. Introduction
Simply speaking [114], biomass is any material of biological
origin, biofuels are fuels produced directly or indirectly from
biomass, and bioenergy refers to the energy produced from biofuels.
For instance, forest wood can be chipped and incinerated to pro-
duce heat and power, while sugar cane can be fermented to pro-
duce bioethanol. The last two decades have seen a growing interest
in biomass as a means of reducing dependence on fossil fuels and
developing a clean and renewable energy. For instance, the Ref. [40]
issued a directive to achieve, by 2020, 20% of renewable energy,
including from biofuels, with a target of 10% in transport.
While research on crop production and conversion processes is
well developed, the actors concerned realized only recently that the
Achilles' heel of the planned bioenergy production systems could
be logistics. For instance, each crop is harvested during a short
period in the year while conversion plants have to work continu-
ously. Hence, an efficient supply chain must be implemented, to act
as intermediate buffer and supply conversion units without
shortage. Moreover, as the biomass itself is relatively cheap, the
economic equilibrium of the whole system critically depends on
logistic costs. Operations Research (OR) is an adequate approach to
bring quantitative models for these biomass supply chains, evaluate
their performance and optimize criteria such as their total cost,
their energy consumption and their GHG (greenhouse gas)
emissions.
The goal of this contribution is to depict the OR models pro-
posed for biomass supply chains and to provide good entry points
for readers having a general OR culture without being specialists in
biomass. We have read more than 170 research articles, published
from 1989 to 2014, to select 124 significant references in terms of
modeling. This review demarcates from the few existing surveys by
adopting an OR perspective, insisting on the types of models and
solution methods employed, and gathering very recent references,
with 72 papers published from 2010 onwards. It also highlights the
gaps in the existing research and proposes a few possible directions
for improvement.
The paper is organized in four sections. Section 2 is a general
presentation of biomass supply chains (structures, activities, deci-
sion levels) and comments the few existing surveys. Section 3 de-
scribes performance evaluation models based on spreadsheets,
geographical information systems, or simulation. Section 4
* Corresponding author.
E-mail addresses: birome_holo.ba@utt.fr (B.H. Ba), christian.prins@utt.fr
(C. Prins), caroline.prodhon@utt.fr (C. Prodhon).
Contents lists available at ScienceDirect
Renewable Energy
journal homepage: www.elsevier.com/locate/renene
http://dx.doi.org/10.1016/j.renene.2015.07.045
0960-1481/© 2015 Elsevier Ltd. All rights reserved.
Renewable Energy xxx (2015) 1e13
Please cite this article in press as: B.H. Ba, et al., Models for optimization and performance evaluation of biomass supply chains: An Operations
Research perspective, Renewable Energy (2015), http://dx.doi.org/10.1016/j.renene.2015.07.045