TY - JOUR
T1 - Reprint of
T2 - Heuristics with performance guarantees for the minimum number of matches problem in heat recovery network design
AU - Letsios, Dimitrios
AU - Kouyialis, Georgia
AU - Misener, Ruth
PY - 2018
Y1 - 2018
N2 - Heat exchanger network synthesis exploits excess heat by integrating process hot and cold streams and improves energy efficiency by reducing utility usage. Determining provably good solutions to the minimum number of matches is a bottleneck of designing a heat recovery network using the sequential method. This subproblem is an NP-hard mixed-integer linear program exhibiting combinatorial explosion in the possible hot and cold stream configurations. We explore this challenging optimization problem from a graph theoretic perspective and correlate it with other special optimization problems such as cost flow network and packing problems. In the case of a single temperature interval, we develop a new optimization formulation without problematic big-M parameters. We develop heuristic methods with performance guarantees using three approaches: (i) relaxation rounding, (ii) water filling, and (iii) greedy packing. Numerical results from a collection of 51 instances substantiate the strength of the methods.
AB - Heat exchanger network synthesis exploits excess heat by integrating process hot and cold streams and improves energy efficiency by reducing utility usage. Determining provably good solutions to the minimum number of matches is a bottleneck of designing a heat recovery network using the sequential method. This subproblem is an NP-hard mixed-integer linear program exhibiting combinatorial explosion in the possible hot and cold stream configurations. We explore this challenging optimization problem from a graph theoretic perspective and correlate it with other special optimization problems such as cost flow network and packing problems. In the case of a single temperature interval, we develop a new optimization formulation without problematic big-M parameters. We develop heuristic methods with performance guarantees using three approaches: (i) relaxation rounding, (ii) water filling, and (iii) greedy packing. Numerical results from a collection of 51 instances substantiate the strength of the methods.
KW - Approximation algorithms
KW - Heat exchanger network design
KW - Heuristics
KW - Minimum number of matches
KW - Mixed-integer linear optimization
UR - http://www.scopus.com/inward/record.url?scp=85055037908&partnerID=8YFLogxK
U2 - 10.1016/j.compchemeng.2018.10.015
DO - 10.1016/j.compchemeng.2018.10.015
M3 - Article
AN - SCOPUS:85055037908
SN - 0098-1354
VL - 116
SP - 422
EP - 450
JO - COMPUTERS AND CHEMICAL ENGINEERING
JF - COMPUTERS AND CHEMICAL ENGINEERING
ER -