Technology analysis of integrated biorefineries through process
simulation and hybrid optimization
A. Geraili, P. Sharma, J.A. Romagnoli
*
Chemical Engineering Department, Louisiana State University, Baton Rouge, LA 70803, United States
article info
Article history:
Received 6 January 2014
Received in revised form
29 May 2014
Accepted 31 May 2014
Available online 4 July 2014
Keywords:
Process synthesis
Hybrid optimization
Process integration
Renewable energy
Lignocellulosic biorefinery
abstract
This work investigates the design and modeling of fully integrated processes which utilize renewable
feedstocks as raw materials by evaluating alternative technology options and possible process in-
tegrations to select the optimal configuration according to calculated process yields and economic profit
criteria. The analysis is carried out by exploiting the advantages of process simulation and a novel hybrid
optimization framework which includes a two layer optimization strategy composed of strategic and
operational level decisions. Additionally, an integrated software platform is developed to incorporate
experimentally-derived kinetics of complex biological reactions in process simulation. To demonstrate
the effectiveness of the proposed approach, an advanced biofuel production facility which has alternative
technology choices for each section of the plant is utilized. The results prove the efficiency of the pro-
posed approach, and an optimal configuration for a lignocellulosic biorefinery is obtained.
© 2014 Elsevier Ltd. All rights reserved.
1. Introduction
As the world has recognized the importance of diversifying its
energy resource portfolio away from fossil resources and more
towards renewable resources such as biomass, there arises a need
for developing strategies which can design renewable sustainable
value chains that can be scaled up efficiently and provide tangible
net environmental benefits from energy utilization [11,13,23,24,37].
Biobased fuels and chemicals can be derived from any form of
biomass such as plants or organic wastes. After a boom in the U.S.
corn-based ethanol (first-generation biofuel) in the early part of the
21st century [48], the interest has gradually shifted towards more
viable renewable resources such as lignocellulosic feedstocks since
the viability and sustainability of first generation biofuels are un-
certain and questionable [33,43]. Negative impacts of first genera-
tion biofuels might lead to the risk of deforestation by overuse of
lands, environmental risks by the widespread use of fertilizers and
pesticides, and decreasing food security by the risk of creating a
competition between food and fuel production.
Cellulosic ethanol is an example of such alternative fuel which is
considered as a second-generation biofuel and is derived from
cellulose instead of starch. The fuels and chemicals produced from
lignocellulosic feedstocks are extremely attractive owing to the fact
that the raw materials can be composed of “left-over” wastes of
food crops and forest harvests that do not interfere with the human
food chain. It also can provide new income and employment op-
portunities in rural areas. Further, due to the large variety of
lignocellulosic materials and their abundance, these types of pro-
duced fuels and chemicals (second-generation) can overcome the
challenge of limited feedstock availability that first generation
biorefineries have to contend with.
There are two main conversion platforms in a biorefinery pro-
cess: (1) the biological conversion pathways based on fermenta-
tion, and (2) thermo-chemical conversion pathways based on heat-
based technologies such as gasification and pyrolysis. The main
difference between these two conversion mechanisms is the pri-
mary catalysis system [9]. In biological conversion pathways, bio-
catalysts such as enzymes and microorganisms are utilized.
However, in thermochemical production routes, heat and physical
catalysts are utilized to convert biomass to biofuels and chemicals.
By considering the fact that conversion technologies in second
generation biorefineries are relatively immature and recalcitrance of
lignocellulosic materials can cause major barriers to the economical
production of biofuels [6,18], process synthesis by analyzing alter-
native technology options, considering possible process integrations,
and developing mathematical optimization methodologies can be
useful for designing more cost-effective configurations with
improved techno-economic and environmental characteristics.
Many frameworks have been proposed for designing technological
flowsheets with improved performance. Some research studies
* Corresponding author. Louisiana State University, Chemical Engineering
Department, 220 ChE Building, Baton Rouge, LA 70803, United States.
Tel.: þ1 225 5781377.
E-mail address: jose@lsu.edu (J.A. Romagnoli).
Contents lists available at ScienceDirect
Energy
journal homepage: www.elsevier.com/locate/energy
http://dx.doi.org/10.1016/j.energy.2014.05.114
0360-5442/© 2014 Elsevier Ltd. All rights reserved.
Energy 73 (2014) 145e159