TY - CHAP
T1 - Robust optimization for petroleum supply chain collaborative design and planning
AU - Fernandes, Leao J.
AU - Relvas, Susana
AU - Alem, Douglas
AU - Barbosa-Póvoa, Ana P.
PY - 2016/6/25
Y1 - 2016/6/25
N2 - Network design and planning is instrumental to improve the Petroleum Supply Chains (PSC) competitiveness, affected nowadays by the economic crisis, alternative energy competition and price related uncertainties. This poses the need of developing stochastic models for simultaneous profit maximization and risk minimization, however these stance difficult to solve due to problem complexity and representation issues. We propose a tractable robust optimization (RO) downstream PSC planning model to determine the depot and the transportation capacities to install, operate and close between the refineries and retail filling stations; the fair price costs and tariffs per product, company, location and route; and the multi-stage product transfer and inventory volumes per period while considering uncertainties in crude oil costs and refined product prices. Results are presented for the real case Portuguese PSC, identifying insights and opportunities for further research.
AB - Network design and planning is instrumental to improve the Petroleum Supply Chains (PSC) competitiveness, affected nowadays by the economic crisis, alternative energy competition and price related uncertainties. This poses the need of developing stochastic models for simultaneous profit maximization and risk minimization, however these stance difficult to solve due to problem complexity and representation issues. We propose a tractable robust optimization (RO) downstream PSC planning model to determine the depot and the transportation capacities to install, operate and close between the refineries and retail filling stations; the fair price costs and tariffs per product, company, location and route; and the multi-stage product transfer and inventory volumes per period while considering uncertainties in crude oil costs and refined product prices. Results are presented for the real case Portuguese PSC, identifying insights and opportunities for further research.
KW - collaborative planning
KW - downstream petroleum supply chain
KW - network design
KW - robust optimization
KW - uncertainty management
U2 - 10.1016/B978-0-444-63428-3.50266-6
DO - 10.1016/B978-0-444-63428-3.50266-6
M3 - Chapter
AN - SCOPUS:84994316203
SN - 9780444634283
VL - 38
T3 - Computer Aided Chemical Engineering
SP - 1569
EP - 1574
BT - 26 European Symposium on Computer Aided Process Engineering, 2016
PB - Elsevier
ER -