TY - GEN
T1 - A Lagrangian-Informed Long-Term Dispatch Policy for Coupled Hydropower and Photovoltaic Systems
AU - Cohn, Eliza
AU - Qi, Ning
AU - Lall, Upmanu
AU - Xu, Bolun
N1 - Publisher Copyright: © 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - This paper presents a long-term dispatch framework for coupled hydropower and floating photovoltaic systems. We introduce a temporal decomposition algorithm based on partial Lagrangian relaxation to address long-term water contract constraints. We derive a real-time, non-anticipatory dispatch policy based on water contract pricing. Our framework is evaluated with a case study using real-world hydrology and power system data from Lake Mead and Lake Powell, on the Colorado River, demonstrating competitive performance against commercial solvers for both linearized and nonlinear reservoir models. We conduct a sensitivity analysis on transmission capacity, electricity price and uncertainty scenarios, showing that the operational performance is significantly impacted by the transmission capacity and electricity prices while remaining relatively robust under uncertainty scenarios.
AB - This paper presents a long-term dispatch framework for coupled hydropower and floating photovoltaic systems. We introduce a temporal decomposition algorithm based on partial Lagrangian relaxation to address long-term water contract constraints. We derive a real-time, non-anticipatory dispatch policy based on water contract pricing. Our framework is evaluated with a case study using real-world hydrology and power system data from Lake Mead and Lake Powell, on the Colorado River, demonstrating competitive performance against commercial solvers for both linearized and nonlinear reservoir models. We conduct a sensitivity analysis on transmission capacity, electricity price and uncertainty scenarios, showing that the operational performance is significantly impacted by the transmission capacity and electricity prices while remaining relatively robust under uncertainty scenarios.
KW - Hydropower
KW - Lagrangian relaxation
KW - floating photovoltaics
KW - long-term dispatch
KW - water contract
UR - https://www.scopus.com/pages/publications/105025193143
UR - https://www.scopus.com/pages/publications/105025193143#tab=citedBy
U2 - 10.1109/PESGM52009.2025.11225550
DO - 10.1109/PESGM52009.2025.11225550
M3 - Conference contribution
T3 - IEEE Power and Energy Society General Meeting
BT - 2025 IEEE Power and Energy Society General Meeting, PESGM 2025
PB - IEEE Computer Society
T2 - 2025 IEEE Power and Energy Society General Meeting, PESGM 2025
Y2 - 27 July 2025 through 31 July 2025
ER -