Abstract
P2TCP (Pollution Prevention
Tool for Continuous Processes) is a computer-based system, developed to
help designers systematically identify pollution prevention
opportunities.
The tool is applicable for continuous chemical processes and can be
used
during conceptual as well as retrofit design, thus facilitating the
development
of inherently cleaner processes. Unlike other systems, case studies are
used
to validate P2TCP and to identify further extensions, not as the
principal
knowledge source.
P2TCP is based on a
novel design
approach. Unlike hierarchical or step-wise design techniques,
heuristics (knowledge based rules) are used to analyze each system of a
chemical process (reaction and separation) independently for potential
alternatives.
Effects associated with the
interacting streams, i.e. streams leaving the reaction system and
potential
recycles, are then taken into consideration to further reduce the
number
of options requiring consideration.
The effectiveness of this heuristic based
approach has been demonstrated in a number of pollution prevention case
studies. Unlike hierarchical techniques, it is theoretically possible
to consider all alternatives. Furthermore, the case studies demonstrate
that the number of design alternatives requiring consideration is not
inhibitive.
Introduction
Throughout the life span of a chemical
manufacturing process, opportunities can be identified to reduce
environmental impacts
caused by the consumption of energy and the generation of wastes. In
terms
of intrinsic waste generation and energy consumption, modifications to
a
design are typically most effective during the conceptual stages.
However
conceptual design is often limited in terms of resource constraints and
driven
principally by economic considerations. The identification of pollution
prevention
opportunities is not typically practiced consistently or routinely
(From
1992, Hethcoat 1990). In this paper, the prototype of the Pollution
Prevention
Tool for Continuous Processes (P2TCP) is presented. P2TCP is a
computer-based
system, developed to help designers systematically identify and compare
design
alternatives in the context of pollution prevention (Pennington 1997,
Pennington
& Yue 1998a).
P2TCP incorporates an expert system that was
developed using chemical engineering principles to help designers
systematically identify process modifications that may reduce energy
consumption and waste generation. Unlike other tools, case studies are
used for validation and to identify further extensions of the expert
system, not as the principal knowledge source. The tool is applicable
for continuous chemical processes and can be used during
conceptual as well as retrofit design therefore facilitating the
development of inherently cleaner processes.
Hierarchical or step-wise approaches are often
used for the rapid synthesis of Process Flow Diagrams (PFDs). However
using these approaches may not result in the identification of all
feasible options.
Unlike these approaches, Pennington and Yue (1998b) performed the
analysis
independently for each of the component systems in a process (reaction
and
separation) followed by consideration of their potential interactions.
This
approach has been adopted in P2TCP.
Using the prototype of P2TCP presented in this
paper, pollution prevention opportunities have been identified and
alternatives
compared for a number of continuous chemical processes. Processes
considered
include the production of allyl chloride, the manufacture of
chlorobenzenes
and the separation of a mixed hydrocarbon stream generated in naphtha
reforming
units of oil refineries.
Conclusions
P2TCP (Pollution Prevention Tool for Continuous
Processes) incorporates a prototype expert system, developed to help
designers of chemical processes systematically identify design
alternatives that may result in reduced
waste generation and energy consumption. Advantages of the P2TCP expert
system
include:
- the analysis performed is
resource-limited and does not require the prior specification of a
process flow diagram; it will facilitate the identification of
pollution prevention opportunities during conceptual as well as
retrofit design without rigorous simulation calculations
- the heuristics were derived
systematically using fundamental chemical engineering principles; the
structure developed can provide a greater depth of analysis than
key-word approaches or using limited detail heuristics developed for
the rapid synthesis of process flow diagrams
- case studies are not used as the
principle knowledge source but for validation and for identification of
further extensions to the expert system
- each system (reaction and separation) of
a process is analyzed independently, not sequentially, and then
potential interactions considered
It should be noted that the scope of the
prototype was
restricted and a number of assumptions were made to develop a core
structure.
Further enhancements and research could transform P2TCP into a
computer-based
system for the identification of pollution prevention options with a
significant commercial potential.