TY - GEN
T1 - Optimal Design-for-Control of Chlorine Booster Systems in Water Networks via Convex Optimization
AU - Pecci, Filippo
AU - Stoianov, Ivan
AU - Ostfeld, Avi
N1 - Publisher Copyright: © 2022 EUCA.
PY - 2022
Y1 - 2022
N2 - In this manuscript, we investigate the design-for-control problem to optimize locations and operational settings of chlorine boosters in water networks. The objective is to minimize deviations from target chlorine concentrations. The problem formulation includes discretized linear PDEs modeling advective transport of chlorine concentrations. Moreover, binary variables model the placement of chlorine boosters. The resulting optimization problem is a convex mixed integer program (MIP), which is difficult to solve, especially when large water networks are considered. We develop a new swapping heuristic to optimally place and control chlorine boosters in water networks. The proposed method relies on a continuous relaxation of the original MIP. We evaluate the heuristic using two case studies, including one large operational water network from the UK.
AB - In this manuscript, we investigate the design-for-control problem to optimize locations and operational settings of chlorine boosters in water networks. The objective is to minimize deviations from target chlorine concentrations. The problem formulation includes discretized linear PDEs modeling advective transport of chlorine concentrations. Moreover, binary variables model the placement of chlorine boosters. The resulting optimization problem is a convex mixed integer program (MIP), which is difficult to solve, especially when large water networks are considered. We develop a new swapping heuristic to optimally place and control chlorine boosters in water networks. The proposed method relies on a continuous relaxation of the original MIP. We evaluate the heuristic using two case studies, including one large operational water network from the UK.
UR - http://www.scopus.com/inward/record.url?scp=85136688807&partnerID=8YFLogxK
U2 - https://doi.org/10.23919/ECC55457.2022.9838063
DO - https://doi.org/10.23919/ECC55457.2022.9838063
M3 - منشور من مؤتمر
T3 - 2022 European Control Conference, ECC 2022
SP - 1988
EP - 1993
BT - 2022 European Control Conference, ECC 2022
T2 - 2022 European Control Conference, ECC 2022
Y2 - 12 July 2022 through 15 July 2022
ER -