Isoconversional kinetic analysis of olive pomace decomposition under
torrefaction operating conditions
Paola Brachi
a,
⁎, Francesco Miccio
b
, Michele Miccio
a
, Giovanna Ruoppolo
c
a
Department of Industrial Engineering, University of Salerno, via Giovanni Paolo II 132, 84084 Fisciano, SA, Italy
b
Institute of Science and Technology for Ceramics (ISTEC-CNR), via Granarolo 64, 48018 Faenza, RA, Italy
c
Institute for Research on Combustion, National Research Council, P.le Tecchio 80, 80125 Napoli, Italy
abstract article info
Article history:
Received 25 July 2014
Received in revised form 13 September 2014
Accepted 29 September 2014
Available online xxxx
Keywords:
Kinetic analysis
Bio-waste
Torrefaction
Thermogravimetric analysis
Isoconversional method
Kinetic analysis of the olive pomace thermal degradation in the temperature range of interest for torrefaction
was performed by using non-isothermal thermogravimetric measurements at different heating rates, ranging
from 2 to 40 °C/min. A comparison is presented between two selected integral isoconversional methods,
i.e., the nonlinear Vyazovkin incremental approach, which is more accurate but time-consuming, and the linear
Ozawa–Flynn–Wall (OFW) method, which is less accurate but computationally simpler. Results show that the
values of the activation energy by the OFW method are consistent with the ones provided by the Vyazovkin ap-
proach. This implies that the OFW method, more user-friendly compared to the Vyazovkin procedure, is suitable
for studying the torrefaction kinetics of residual biomass, such as olive pomace. The reliability of the OFW method
was further confirmed by the successful application of the derived kinetic data to reproduce (i.e., predict) exper-
imental TG curves not included in the kinetic computations.
© 2014 Elsevier B.V. All rights reserved.
1. Introduction
In the view of shortage of fossil fuels and with the increasing concerns
regarding human impacts on the environmental, renewable energy
sources and waste materials play an important role as a viable alternative
to fossil fuels for both energy generation and production of chemicals [1].
Now on the brink of commercialization, torrefaction – a relatively
new thermochemical treatment of biomass carried out at quite low tem-
peratures (200–300 °C), atmospheric pressure and in an inert environ-
ment – is currently considered as a key process in facilitating raw
biomass (i.e., grass, woody, crop or processing industry residues) market
growing for energy applications, due to its potential to convert any organic
material into a high-energy-density solid fuel with superior properties in
view of transport, handling, storage and in many major thermochemical
end-use applications (e.g., co-firing in coal-fired power stations and
gasification-based production of gaseous biofuels or bio-chemicals) [2].
Olive pomace is the solid and wet by-product generated by olive-oil
extraction industries. Among other possibilities of utilization (e.g. ani-
mal feed, production of fertilizer, composting, etc.), the thermal treat-
ment is appealing because it is an intensive and effective method for
converting the olive pomace into energy [3], avoiding release of pollut-
ants and odors as well as uncontrolled fermentation [4]. Several studies
[3,4] have been conducted on energy generation from the olive pomace;
however, no one includes torrefaction as pretreatment, which is able to
produce an intermediate and stable material and does not suffer high
moisture content, low energy density, hygroscopic behavior and limited
storage life.
With this background, the primary aim of the present study was to
propose a set of kinetic parameters to be used as an input to future
computer-based simulations of the olive pomace torrefaction, which
can be used to guide laboratory experiments as well as to generate
and evaluate alternative designs [5–7] for renewable energy projects.
Non-isothermal thermogravimetric analysis (TGA) was selected as
the experimental technique to obtain kinetic data due to its ability to
overcome one of the major problems associated with standard isother-
mal experiments, i.e. the warm-up time. Actually, during the initial non-
isothermal time of an isothermal TGA test the sample typically un-
dergoes some transformations that are likely to affect the results of
the subsequent kinetic analysis [8]. In addition, when a too slow heating
rate is applied, the weight loss taking places during the warm-up phase
is not negligible, which complicates the interpretation and deduction of
kinetic data [9].
Even though traditional model fitting approaches, including single
or multi-step reaction mechanisms and/or single or multiple pseudo-
component models [9–13], have found to date the almost exclusive ap-
plication in biomass thermochemical conversion kinetic analysis [14],a
“model-free” approach based on integral isoconversional methods was
adopted in this paper. This choice was motivated by the fact that the
model fitting procedures, when applied to non-isothermal data, pro-
duce Arrhenius parameters strongly depending on the adopted reaction
Fuel Processing Technology 130 (2015) 147–154
⁎ Corresponding author. Tel.: +39 089 964067.
E-mail addresses: pbrachi@unisa.it (P. Brachi), miccio@irc.cnr.it (F. Miccio),
mmiccio@unisa.it (M. Miccio), ruoppolo@irc.cnr.it (G. Ruoppolo).
http://dx.doi.org/10.1016/j.fuproc.2014.09.043
0378-3820/© 2014 Elsevier B.V. All rights reserved.
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