27 citations · 37 across the 17 of their papers we have counts for
4 papers · 1 filter
A Scalable Bilevel Framework for Renewable Energy Scheduling
Dongwei Zhao, Vladimir Dvorkin, Stefanos Delikaraoglou +2
Accommodating the uncertain and variable renewable energy sources (VRES) in electricity markets requires sophisticated and scalable tools to achieve market efficiency. To account f…
Emission-Aware Optimization of Gas Networks: Input-Convex Neural Network Approach
Vladimir Dvorkin, Samuel Chevalier, Spyros Chatzivasileiadis
Gas network planning optimization under emission constraints prioritizes gas supply with the least CO intensity. As this problem includes complex physical laws of gas flow, sta…
Privacy-Preserving Convex Optimization: When Differential Privacy Meets Stochastic Programming
Vladimir Dvorkin, Ferdinando Fioretto, Pascal Van Hentenryck +2
Convex optimization finds many real-life applications, where--optimized on real data--optimization results may expose private data attributes (e.g., individual health records, comm…
Multi-Stage Decision Rules for Power Generation & Storage Investments with Performance Guarantees
Vladimir Dvorkin, Dharik Mallapragada, Audun Botterud
We develop multi-stage linear decision rules (LDRs) for dynamic power system generation and energy storage investment planning under uncertainty and propose their chance-constraine…