submitted
@misc{dvorkin2024regression, title = {Regression Equilibrium in Electricity Markets}, author = {Dvorkin, Vladimir}, journal = {arXiv preprint arXiv:2405.17753}, year = {2024}, }
@misc{dvorkin2022privacy, title = {Privacy-preserving convex optimization: When differential privacy meets stochastic programming}, author = {Dvorkin, Vladimir and Fioretto, Ferdinando and Van Hentenryck, Pascal and Pinson, Pierre and Kazempour, Jalal}, journal = {arXiv preprint arXiv:2209.14152}, year = {2023}, talk = {privacy_talk_caltech.mp4} }
journal articles
@article{dvorkin2023agent, title = {Agent coordination via contextual regression ({AgentCONCUR}) for data center flexibility}, author = {Dvorkin, Vladimir}, journal = {IEEE Transactions on Power Systems}, year = {2024}, }
@article{kenis2024evaluating, title = {Evaluating Offshore Electricity Market Design Considering Endogenous Infrastructure Investments: Zonal or Nodal?}, author = {Kenis, Michiel and Dvorkin, Vladimir and Schittekatte, Tim and Bruninx, Kenneth and Delarue, Erik and Botterud, Audun}, journal = {IEEE Transactions on Energy Markets, Policy and Regulation}, year = {2024}, publisher = {IEEE}, }
@article{zhao2023uncertainty, title = {Uncertainty-informed renewable energy scheduling: A scalable bilevel framework}, author = {Zhao, Dongwei and Dvorkin, Vladimir and Delikaraoglou, Stefanos and Botterud, Audun and others}, journal = {IEEE Transactions on Energy Markets, Policy and Regulation}, year = {2023}, publisher = {IEEE}, }
@article{dvorkin2023differentially, title = {Differentially private algorithms for synthetic power system datasets}, author = {Dvorkin, Vladimir and Botterud, Audun}, journal = {IEEE Control Systems Letters}, year = {2023}, publisher = {IEEE}, talk = {privacy_talk_ferc.mp4}, }
@article{10068745, author = {Dvorkin, Vladimir and Mallapragada, Dharik and Botterud, Audun}, journal = {IEEE Transactions on Power Systems}, title = {Multi-stage decision rules for power generation & storage investments with performance guarantees}, year = {2023}, volume = {}, number = {}, pages = {1-14}, doi = {10.1109/TPWRS.2023.3257129}, }
@article{dvorkin2022multi, title = {Multi-stage linear decision rules for stochastic control of natural gas networks with linepack}, author = {Dvorkin, Vladimir and Mallapragada, Dharik and Botterud, Audun and Kazempour, Jalal and Pinson, Pierre}, journal = {Electric Power Systems Research}, volume = {212}, pages = {108388}, year = {2022}, publisher = {Elsevier}, }
@article{dvorkin2021stochastic, title = {Stochastic control and pricing for natural gas networks}, author = {Dvorkin, Vladimir and Ratha, Anubhav and Pinson, Pierre and Kazempour, Jalal}, journal = {IEEE Transactions on Control of Network Systems}, volume = {9}, number = {1}, pages = {450--462}, year = {2021}, publisher = {IEEE}, talk = {gas_talk_anubhav.mp4}, }
@article{dvorkin2020differentially, title = {Differentially private optimal power flow for distribution grids}, author = {Dvorkin, Vladimir and Fioretto, Ferdinando and Van Hentenryck, Pascal and Pinson, Pierre and Kazempour, Jalal}, journal = {IEEE Transactions on Power Systems}, volume = {36}, number = {3}, pages = {2186--2196}, year = {2021}, publisher = {IEEE}, talk = {privacy_talk_tpwrs.mp4}, special_note = {Best 2019-2021 TPWRS Paper Award} }
@article{dvorkin2019electricity, title = {Electricity market equilibrium under information asymmetry}, author = {Dvorkin, Vladimir and Kazempour, Jalal and Pinson, Pierre}, journal = {Operations Research Letters}, volume = {47}, number = {6}, pages = {521--526}, year = {2019}, publisher = {Elsevier}, }
@article{dvorkin2018setting, title = {Setting reserve requirements to approximate the efficiency of the stochastic dispatch}, author = {Dvorkin, Vladimir and Delikaraoglou, Stefanos and Morales, Juan M}, journal = {IEEE Transactions on Power Systems}, volume = {34}, number = {2}, pages = {1524--1536}, year = {2018}, publisher = {IEEE}, }
conference and workshop papers
@inproceedings{dvorkin2023price, title = {Price-aware deep learning for electricity markets}, author = {Dvorkin, Vladimir and Fioretto, Ferdinando}, booktitle = {NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning}, year = {2023}, }
@inproceedings{dvorkin2023emission, title = {Emission-aware optimization of gas networks: Input-convex neural network approach}, author = {Dvorkin, Vladimir and Chevalier, Samuel and Chatzivasileiadis, Spyros}, booktitle = {62th IEEE Conference on Decision and Control (CDC)}, year = {2023}, organization = {IEEE}, talk = {2023_ICLR_CCAI_Gas.mov}, special_note = {Spotlight presentation at the ICLR CCAI Workshop} }
@inproceedings{zhao2023ascalable, author = {Zhao, Dongwei and Dvorkin, Vladimir and Delikaraoglou, Stefanos and Lamadrid L., Alberto J. and Botterud, Audun}, title = {A scalable bilevel framework for renewable energy scheduling}, year = {2023}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3575813.3595199}, doi = {10.1145/3575813.3595199}, booktitle = {Proceedings of the 14th ACM International Conference on Future Energy Systems}, pages = {226–230}, numpages = {5}, }
@inproceedings{dvorkin2020differentiallz, title = {Differentially private distributed optimal power flow}, author = {Dvorkin, Vladimir and Van Hentenryck, Pascal and Kazempour, Jalal and Pinson, Pierre}, booktitle = {2020 59th IEEE Conference on Decision and Control (CDC)}, pages = {2092--2097}, year = {2020}, organization = {IEEE}, talk = {privacy_talk_cdc_2020.mp4}, }
@inproceedings{dvorkin2020chance, title = {Chance-constrained equilibrium in electricity markets with asymmetric forecasts}, author = {Dvorkin, Vladimir and Kazempour, Jalal and Pinson, Pierre}, booktitle = {2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS)}, pages = {1--6}, year = {2020}, organization = {IEEE}, special_note = {Best paper award nomination} }
@inproceedings{radoszynski2019accommodating, title = {Accommodating bounded rationality in pricing demand response}, author = {Radoszynski, Andrea Marin and Dvorkin, Vladimir and Pinson, Pierre}, booktitle = {2019 IEEE Milan PowerTech}, pages = {1--6}, year = {2019}, organization = {IEEE}, }
@inproceedings{dvorkin2018consensus, title = {A consensus-{ADMM} approach for strategic generation investment in electricity markets}, author = {Dvorkin, Vladimir and Kazempour, Jalal and Baringo, Luis and Pinson, Pierre}, booktitle = {2018 IEEE Conference on Decision and Control (CDC)}, pages = {780--785}, year = {2018}, organization = {IEEE}, }
thesis
@mastersthesis{dvorkin2020stochastic, title = {Stochastic and private energy system optimization}, author = {Dvorkin, Vladimir}, year = {2021}, school = {Technical University of Denmark}, talk = {phdthesisdefense.mp4}, }
@mastersthesis{dvorkin2020stochastid, title = {Multi-stage strategic investment in CCGTs and wind power units via progressive hedging}, author = {Dvorkin, Vladimir}, year = {2017}, school = {Technical University of Denmark}, }