chemical engineering research and design 88 (2010) 304–319
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Chemical Engineering Research and Design
journal homepage: www.elsevier.com/locate/cherd
Safety aspects in modelling and operating of batch and
semibatch stirred tank chemical reactors
Aleksandra Milewska
a
, Eugeniusz Molga
b,∗
a
Institute of Power Engineering, Department of Thermal Processes, ul. Augustówka 36, 00-981 Warszawa, Poland
b
Warsaw University of Technology, Faculty of Chemical and Process Engineering, ul. Wary´ nskiego 1, 00-645 Warszawa, Poland
abstract
Safety aspects in modelling of batch and semibatch stirred tank reactors as well as a model based safety analysis
have been considered. Applicability of two basic types of models – i.e. the perfectly mixed reactor model and the CFD
model, both formulated for laboratory scale as well as pilot plant scale reactors – has been discussed. A formulation
of the appropriate reactor model, which is adequate to the considered case study has been demonstrated and tested
experimentally. Particular attention has been devoted to the formulation of robust CFD models employed to simulate
a performance of the stirred tank reactors. It has been found that models for perfectly mixed reactors may have quite
wide range of application, while the CFD models should be definitely used in case of fast reactions, high viscosity of
the reacting mixture as well as of failure leading to stopping of the impeller. The CFD models are able to predict a
dynamic behaviour of reactors at any circumstances, so they can play a significant role in safety analysis carried out
for industrial scale reactors, for which experimental safety tests are expensive and dangerous.
© 2009 The Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
Keywords: Thermal runaway; Reactor safety; Reactor modelling; CFD modelling
1. Introduction
In a chemical reactor carrying out exothermic reactions, a loss
of temperature control (thermal runaway) can be provoked
when, for some reasons, the rate of heat generation due to
reaction progress exceeds that of heat removal by cooling. In
such a case an acceleration effect of the heat generation rate
over the cooling rate can be observed, which results in a local
or/and global temperature increase, which in turn accelerates
the reaction rate, so increasing the heat generation rate and
in consequence also the reactor temperature.
In industrial as well as in laboratory practice, despite of
significant improvements in safety analysis observed during
last two decennia, still a lot of thermal runaway events have
occurred—e.g. see Westerterp and Molga (2006) and Stoessel
(2008). There are numerous papers and databases specifically
dealing with causes of runaway incidents. Several analyses of
thermal runaway reaction incidents are presented among oth-
ers by Khan and Abbasi (1999), Mclntosh and Nolan (2001) as
well as by Carpenter et al. (2004). It is interesting to note, that
a significant percentage of runaway events is caused by: mis-
∗
Corresponding author.
E-mail address: molga@ichip.pw.edu.pl (E. Molga).
Received 10 March 2009; Received in revised form 20 August 2009; Accepted 20 October 2009
charging of reactants, lack of knowledge on thermo-reaction
chemistry, improper temperature control as well as loss of
mixing and/or cooling. Mischarging of reactants is, most of
the time a human error outside of scope of this paper, how-
ever the other causes are part of the main subject of research
in chemical reactor safety. The lessons learned from previ-
ous incidents demonstrate that an elaboration of efficient and
robust reactor model and/or safety criteria is crucial for run-
away prevention. However, a prediction of safe and efficient
reactor operating conditions is not sufficient to avoid thermal
runaways. Also on-line runaway detection systems should be
employed, which could help to detect a dangerous tempera-
ture excursion caused by unexpected events—e.g. failures of
stirring or/and cooling systems.
In these studies an integrated approach to safety aspects of
modelling and operating of stirred tank batch and semibatch
chemical reactors is presented and illustrated with experi-
mental and simulation results. The proposed methodology
deals with a model based safety analysis, which is one of
three well-known stages of safety procedure. The first step of
this methodology helps to avoid thermal runaway by choice
0263-8762/$ – see front matter © 2009 The Institution of Chemical Engineers. Published by Elsevier B.V. All rights reserved.
doi:10.1016/j.cherd.2009.10.014