Computers and Chemical Engineering 23 (1999) 623 – 634
Pollution prevention with chemical process simulators: the
generalized waste reduction (WAR) algorithm — full version
Heriberto Cabezas *, Jane C. Bare, Subir K. Mallick
1
U.S. Enironmental Protection Agency, National Risk Management Research Laboratory, Sustainable Technology Diision,
Systems Analysis Branch, 26 West Martin Luther King Drie, Cincinnati, OH 45268, USA
Received 11 February 1998; received in revised form 3 July 1998
Abstract
A general theory for the flow and the generation of potential environmental impact through a chemical process has been
developed. The theory defines six potential environmental impact indexes that characterize the generation of potential impact
within a process, and the output of potential impact from a process. The indexes are used to quantify pollution reduction and to
develop pollution reducing changes to process flow sheets using process simulators. The potential environmental impacts are
calculated from stream mass flow rates, stream composition, and a relative potential environmental impact score for each chemical
present. The chemical impact scores include a comprehensive set of nine effects ranging from ozone depletion potential to human
toxicity and ecotoxicity. The resulting waste reduction methodology or WAR algorithm is illustrated with two case studies using
the chemical process simulator Chemcad III (Use does not imply USEPA endorsement or approval of Chemcad III). © 1999
Elsevier Science Ltd. All rights reserved.
1. Introduction
There is currently a great deal of interest in the
development of methods that can be used to prevent or
at least minimize the generation of pollution; and there
are numerous efforts underway in this area (Lederman
& Weaver, 1991; El-Halwagi, El-Halwagi & Manou-
siouthakis, 1992; Fonyo, Kurum & Rippen, 1994;
Mallick, Cabezas, Bare and Sikdar, 1996; Manou-
siouthakis and Allen, 1995; Rossiter, 1995). This inter-
est stems from the belief that pollution prevention is
likely to lead to the creation of technologies that have
a much more benign impact on human health and the
environment. Because this technology is inherently less
polluting, it is likely to be more robust and economical
than simply adding pollution control devices to conven-
tional designs. In chemical manufacturing, these pollu-
tion prevention methods take the form of an effort to
design process plants that generate as little pollution as
possible. Since chemical process simulators are widely
used in the design and operation of chemical manufac-
turing plants, the development of a pollution preven-
tion methodology for chemical process simulators is
likely to have a significant impact on the pollution
generated by the chemical industry. At the National
Risk Management Research Laboratory, research ef-
forts are underway to develop a methodology for com-
mercial chemical process simulators. The research effort
is called the waste reduction or WAR algorithm after
Hilaly and Sikdar (1994) who performed some of the
early work in this area.
This paper presents a generalization of the WAR
algorithm, discusses the methodology for evaluating
potential environmental impacts, and illustrates the use
of the method in the design or modification of chemical
processes with two case studies.
2. Potential environmental impact theory
Potential environmental impact is the unrealized ef-
fect or impact that the emission of mass and energy
would have on the environment on average. It is,
* Corresponding author. Fax: +1-513-5697111.
E-mail address: cabezas.herberto@epamail.epa.gov (H. Cabezas)
1
Post Doctoral Research Fellow, Oak Ridge Institute for Science
and Education. Present address: Simulation Sciences Inc., 601 South
Valencia Avenue, Brea, CA 92621, USA.
0098-0354/99/$ - see front matter © 1999 Elsevier Science Ltd. All rights reserved.
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