Online Archive of University of Virginia Scholarship
Sustainable Re-Design of Hydropower Systems for Renewable Energy Transitions and Climate Change Adaptation32 views
Author
Singh, Samarth, Systems Engineering - School of Engineering and Applied Science, University of Virginia0000-0003-4564-9746
Advisors
Quinn, Julianne, EN-CEE, University of Virginia
Abstract
In the context of accelerating climate change and a rapidly evolving energy sector, managing hydropower systems requires balancing competing socioeconomic and ecological goals. This dissertation presents three studies that collectively illustrate a comprehensive approach to adapting hydropower operations in support of renewable energy transitions and increased climate resilience. At the heart of this work is the challenge of managing multi-purpose reservoirs that provide energy, water supply, and ecosystem support.
The first study addresses a gap in the literature with respect to integrating water-energy-economic models that can explore tradeoffs in operating hydropower systems for conflicting objectives across these sectors. Such a model is introduced and coupled with a multi-objective optimization algorithm to identify alternative reservoir operation strategies that dominate historical operations in the Columbia River Basin across all identified objectives. The second study investigates how robust these operations are to potential climate and energy futures in which the grid decarbonizes at different rates in concert
with the climate changing to varying degrees. Two forms of sensitivity analysis are then used to generate valuable insights about how to design robust operations. Finally, the third study uses these insights to re-optimize operating rules that condition reservoir release decisions on variables to which even robust operations are sensitive. This allows seasonal hydropower operations to adapt in response to changing resource availability, such as shifts in snowmelt timing and solar energy production.
Together, these studies offer both methodological and practical contributions to the literature on hydropower operations, enhancing our understanding of how large river systems like the Columbia should adapt to the dual pressures of climate non-stationarity and grid decarbonization.
Degree
PHD (Doctor of Philosophy)
Keywords
Hydropower Optimization; Climate Change Adaptation; Renewable Energy Integration; Robust Decision Making (RDM); Stochastic Reservoir Operations; Multi-Objective Optimization; Time-Varying Sensitivity Analysis (TVSA); Columbia River Basin (CRB); Energy-Water Nexus; Ensemble Streamflow Forecasting
Singh, Samarth. Sustainable Re-Design of Hydropower Systems for Renewable Energy Transitions and Climate Change Adaptation. University of Virginia, Systems Engineering - School of Engineering and Applied Science, PHD (Doctor of Philosophy), 2025-07-30, https://doi.org/10.18130/v1g1-ca53.
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