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Just-In-Time Learning for Operational Risk Assessment in Power Grids
In a grid with a significant share of renewable generation, operators will need additional tools to evaluate the operational risk due …
Oliver Stover, Pranav Karve, Sankaran Mahadevan, Wenbo Chen, Haoruo Zhao, Mathieu Tanneau, Pascal Van Hentenryck
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Active Bucketized Learning for ACOPF Optimization Proxies
This paper considers optimization proxies for Optimal Power Flow (OPF), i.e., machine-learning models that approximate the input/output …
Michael Klamkin, Mathieu Tanneau, Terrence W. Mak, Pascal Van Hentenryck
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