Computers and Chemical Engineering 37 (2012) 104–118
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Computers and Chemical Engineering
j ourna l ho me pag e: w ww.elsevier.com/locate/compchemeng
Energy integration of industrial sites with heat exchange restrictions
Helen Becker
∗
, Franc ¸ ois Maréchal
Industrial Energy Systems Laboratory, Ecole Polytechnique Fédérale de Lausanne, CH-1015, Switzerland
a r t i c l e i n f o
Article history:
Received 14 June 2011
Received in revised form 25 August 2011
Accepted 20 September 2011
Available online 6 October 2011
Keywords:
Pinch analysis
Utility integration
Restricted matches
Process sub-system
Envelope composite curves
Heat load distribution
a b s t r a c t
Process integration methods aim at identifying options for heat recovery and optimal energy conver-
sion in industrial processes. This paper introduces a targeting method, which includes heat exchange
restrictions between process sub-systems. The problem is formulated as a MILP (mixed integer linear
programming) problem, which considers not only restricted matches but also the optimal integration
of intermediate heat transfer units and the energy conversion system, like heat pumping and combined
heat and power production. Moreover a new mathematical formulation is presented to chose optimal
heat transfer technologies. For solutions avoiding the energy penalty, the composite curves of optimal
heat transfer units have to be embedded between the new generated hot and cold envelope composite
curves. The application of the method is illustrated through an industrial example from the pulp and
paper industry.
© 2011 Elsevier Ltd. All rights reserved.
1. Introduction
Pinch analysis is a promising tool to optimize the energy
efficiency of industrial processes. To realize the maximum heat
recovery and the optimal integration of utilities to supply process
heating and cooling requirements, first the heat load distribution
based on process and optimal utility streams has to be calculated.
One major difficulty is the assumption that any hot stream can
exchange heat with any cold stream. In reality, heat exchanges
become difficult or even impossible, due to constraints such as the
distance between streams or product quality and/or safety reasons,
or due to system dynamics such as non-simultaneous operations.
Forbidden matches between certain pairs of process streams
are considered by Papoulias and Grossmann (1983). They propose
a mathematical formulation to identify the heat load distribution
that minimizes the energy penalty of restricted matches without
proposing any solutions for adding heat transfer fluids or integrat-
ing utility systems. Also Cerda and Westerberg (1983) studied heat
exchanger networks with restricted matches and propose an algo-
rithm which imposes constraints disallowing in part or in total the
matching of stream pairs.
The total site approach, presented by Dhole and Linnhoff (1992)
and later by Klemeˇ s, Dhole, Raissi, Perry, and Puigjaner (1997),
implicitly accounts for restricted matches before designing the
heat exchanger network. The hot and cold streams, resulting
from sub-systems without considering self-sufficient pockets, are
∗
Corresponding author. Tel.: +41 21 693 3550; fax: +41 21 693 3502.
E-mail address: helen.becker@epfl.ch (H. Becker).
separated graphically. The sub-systems can only exchange heat
via the steam system. Also Hui and Ahmad (1994) studied total
site integration with indirect heat transfer between process plants
through steam utilization from the steam network. In this work
exergy analysis is used and the self-sufficient zones were not
always suppressed. More directly, Rodera and Bagajewicz (1999)
pointed out that skipping the self sufficient pocket can reduce
significantly the opportunities for heat recovery and they present
a transship model which calculates the heat to be transferred
between two process plants. An extension to several plants is
proposed later by the same authors (Bagajewicz & Rodera, 2000,
2002). Bagajewicz and Rodera (2001) propose a single heat belt,
which exchanges heat between process plants by an intermediate
fluid. Only for special cases (3 process plants) this problem can be
solved with a MILP formulation. Combining the total site proposed
by Dhole and Linnhoff (1992) and the approach of Bagajewicz
and Rodera (2000), Bandyopadhyay, Varghese, and Bansal (2010)
introduces site level grand composite curves for indirect heat
transfer. Indirect heat transfer between plants and an extension to
industrial zones containing several process plants is presented by
Stijepovic and Linke (2011). Mainly the utility system is optimized
and only waste heat can be transferred between process plants.
Maréchal and Kalitventzeff (1999) propose a MILP strategy,
which integrates forbidden heat exchange connections as con-
straints in the targeting phase, and allows the integration of heat
transfer fluids. The penalty in terms of utility and operating costs
can be considered.
This paper proposes an extension of the MILP strategy and,
depending on a given process or system, a systematic approach
to define the members of sub-systems. Heat exchange between
0098-1354/$ – see front matter © 2011 Elsevier Ltd. All rights reserved.
doi:10.1016/j.compchemeng.2011.09.014