794 citations · 2.6k across the 45 of their papers we have counts for
5 papers · 2 filters
Uncertainty Sets For Wind Power Generation
Yury Dvorkin, Miles Lubin, Scott Backhaus +1
As penetration of wind power generation increases, system operators must account for its stochastic nature in a reliable and cost-efficient manner. These conflicting objectives can…
A Robust Approach to Chance Constrained Optimal Power Flow with Renewable Generation
Miles Lubin, Yury Dvorkin, Scott Backhaus
Optimal Power Flow (OPF) dispatches controllable generation at minimum cost subject to operational constraints on generation and transmission assets. The uncertainty and variabilit…
Optimal Control of Transient Flow in Natural Gas Networks
Anatoly Zlotnik, Michael Chertkov, Scott Backhaus
We outline a new control system model for the distributed dynamics of compressible gas flow through large-scale pipeline networks with time-varying injections, withdrawals, and con…
Structure Learning and Statistical Estimation in Distribution Networks - Part II
Deepjyoti Deka, Scott Backhaus, Michael Chertkov
Part I of this paper discusses the problem of learning the operational structure of the grid from nodal voltage measurements. In this work (Part II), the learning of the operationa…
Structure Learning and Statistical Estimation in Distribution Networks - Part I
Deepjyoti Deka, Scott Backhaus, Michael Chertkov
Traditionally power distribution networks are either not observable or only partially observable. This complicates development and implementation of new smart grid technologies, su…