18 citations · 40 across the 5 of their papers we have counts for
6 papers
Model Predictive Control for Joint Ramping and Regulation-Type Service from Distributed Energy Resource Aggregations
Joel Mathias, Rajasekhar Anguluri, Oliver Kosut +1
Distributed energy resources (DERs) such as grid-responsive loads and batteries can be harnessed to provide ramping and regulation services across the grid. This paper concerns the…
Model-Free Characterizations of the Hamilton-Jacobi-Bellman Equation and Convex Q-Learning in Continuous Time
Fan Lu, Joel Mathias, Sean Meyn +1
Convex Q-learning is a recent approach to reinforcement learning, motivated by the possibility of a firmer theory for convergence, and the possibility of making use of greater a pr…
Reliable Power Grid: Long Overdue Alternatives to Surge Pricing
Hala Ballouz, Joel Mathias, Sean Meyn +2
This paper takes a fresh look at the economic theory that is motivation for pricing models, such as critical peak pricing (CPP), or surge pricing, and the demand response models ad…
State Space Collapse in Resource Allocation for Demand Dispatch
Joel Mathias, Robert Moye, Sean Meyn +1
Demand dispatch is the science of extracting virtual energy storage through the automatic control of deferrable loads to provide balancing or regulation services to the grid, while…
Demand Dispatch with Heterogeneous Intelligent Loads
Joel Mathias, Ana Bušić, Sean Meyn
A distributed control architecture is presented that is intended to make a collection of heterogeneous loads appear to the grid operator as a nearly perfect battery. Local control…
Smart Fridge / Dumb Grid? Demand Dispatch for the Power Grid of 2020
Joel Mathias, Rim Kaddah, Ana Bušić +1
In discussions at the 2015 HICSS meeting, it was argued that loads can provide most of the ancillary services required today and in the future. Through load-level and grid-level co…