TY - GEN
T1 - Integrated Optimal Operation of Water and Power Distribution Systems under Uncertainty
T2 - 2024 World Environmental and Water Resources Congress: Climate Change Impacts on the World We Live In
AU - Perelman, Gal
AU - Ostfeld, Avi
N1 - Publisher Copyright: © 2024 ASCE.
PY - 2024
Y1 - 2024
N2 - This paper presents a new approach to the integrated optimal operation of water distribution systems (WDS) and power distribution systems (PDS) under uncertain conditions. Recognizing the intricate interdependencies between these systems, the paper proposes an optimization model grounded in adjustable robust optimization (ARO). The model concurrently addresses optimal power dispatch and pump scheduling under various uncertainties, including fluctuating power loads and water demands, and renewable power availability. The ARO framework stands out for its real-time adaptability to uncertainty realizations, providing a tractable and effective solution for complex system management. It is validated through a comprehensive case study, demonstrating its applicability and effectiveness. The results provide compelling evidence of the benefits of integrated system operation. While uncertainties in PDS have a pronounced impact on operational cost, the WDS demand uncertainty can be effectively managed through strategic adjustments in pumping schedules. Notably, the cost implications of these adjustments in the face of WDS uncertainties are moderated and only affect the objective minorly.
AB - This paper presents a new approach to the integrated optimal operation of water distribution systems (WDS) and power distribution systems (PDS) under uncertain conditions. Recognizing the intricate interdependencies between these systems, the paper proposes an optimization model grounded in adjustable robust optimization (ARO). The model concurrently addresses optimal power dispatch and pump scheduling under various uncertainties, including fluctuating power loads and water demands, and renewable power availability. The ARO framework stands out for its real-time adaptability to uncertainty realizations, providing a tractable and effective solution for complex system management. It is validated through a comprehensive case study, demonstrating its applicability and effectiveness. The results provide compelling evidence of the benefits of integrated system operation. While uncertainties in PDS have a pronounced impact on operational cost, the WDS demand uncertainty can be effectively managed through strategic adjustments in pumping schedules. Notably, the cost implications of these adjustments in the face of WDS uncertainties are moderated and only affect the objective minorly.
UR - http://www.scopus.com/inward/record.url?scp=85194400808&partnerID=8YFLogxK
U2 - https://doi.org/10.1061/9780784485477.120
DO - https://doi.org/10.1061/9780784485477.120
M3 - منشور من مؤتمر
T3 - World Environmental and Water Resources Congress 2024: Climate Change Impacts on the World We Live In - Proceedings of the World Environmental and Water Resources Congress 2024
SP - 1339
EP - 1352
BT - World Environmental and Water Resources Congress 2024
A2 - Handa, Saki
A2 - Montgomery, Rob
A2 - Sutter, Carl
Y2 - 19 May 2024 through 22 May 2024
ER -