activity
20182024
most citedEnabling Retrain-free Deep Neural Network Pruning using Surrogate Lagrangian Relaxation

7 citations · 17 across the 13 of their papers we have counts for

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6 papers · 1 filter

eess.SY2023★ 1 cited

Optimizing Deep Decarbonization Pathways in California with Power System Planning Using Surrogate Level-based Lagrangian Relaxation

Osten Anderson, Nanpeng Yu, Mikhail Bragin

With California's ambitious goal to achieve decarbonization of the electrical grid by the year 2045, significant challenges arise in power system investment planning. Existing mode…

eess.SY2023

Novel Quality Measure and Efficient Resolution of Convex Hull Pricing for Unit Commitment

Mikhail A. Bragin, Farhan Hyder, Bing Yan +5

Electricity prices determined by economic dispatch that do not consider fixed costs may lead to significant uplift payments. However, when fixed costs are included, prices become n…

eess.SY2023★ 2 cited

Toward Efficient Transportation Electrification of Heavy-Duty Trucks: Joint Scheduling of Truck Routing and Charging

Mikhail A. Bragin, Zuzhao Ye, Nanpeng Yu

The timely transportation of goods to customers is an essential component of economic activities. However, heavy-duty diesel trucks used for goods delivery significantly contribute…

eess.SY2022★ 1 cited

An Optimization Method-Assisted Ensemble Deep Reinforcement Learning Algorithm to Solve Unit Commitment Problems

Jingtao Qin, Yuanqi Gao, Mikhail Bragin +1

Unit commitment (UC) is a fundamental problem in the day-ahead electricity market, and it is critical to solve UC problems efficiently. Mathematical optimization techniques like dy…

eess.SY2021

Distributed and Asynchronous Operational Optimization of Networked Microgrids

Nima Nikmehr, Mikhail A. Bragin, Peter B. Luh +1

Smart programmable microgrids (SPM) is an emerging technology for making microgrids more software-defined and less hardware-independent such that converting distributed energy reso…

eess.SY2021

TSO-DSO Operational Planning Coordination through "-Proximal" Surrogate Lagrangian Relaxation

Mikhail Bragin, Yury Dvorkin

The proliferation of distributed energy resources (DERs), located at the Distribution System Operator (DSO) level, bring new opportunities as well as new challenges to the operatio…