DOE OSTI · 1876563
Grid-Interactive Electric Vehicle and Building Coordination Using Coupled Distributed Control: Preprint
Abstract
As an increasing number of controllable devices are introduced onto the grid, they can individually provide ancillary services in support of grid stability. However, the goals of each device differ due to their type and individual objectives, causing instances where they may conflict. To reduce the chances of these devices contributing to grid instability, these devices must effectively communicate in a cooperative manner to both meet their own needs while providing services to the grid. Previous work demonstrates that the NALD (Network Lasso-ADMM - Limited Communication - DMPC) algorithm allows coordination between two subsystems that use different control algorithms (building and charging stations) to provide services to the grid and individually optimize their performance in a specific scenario. The ideal NALD algorithm should be generalized to allow plug-and-play capabilities across devices of differing characteristics. This paper takes a step toward generalizability by updating the electric vehicle charging objective and re-defining the communication scheme compared to prior work to generalize the coordination and, as a result, improve the performance of the NALD algorithm.
Explore related subjects
Keep this discovery
Explore connections, maps & timelines
Wald, Dylan (ORCID:0000000297425288), Johnson, Kathryn (ORCID:0000000197717718), Bay, Christopher J. (ORCID:0000000226585559), King, Jennifer (ORCID:0000000162190098), Chintala, Rohit (ORCID:0000000191439788). 2022-07-12. Grid-Interactive Electric Vehicle and Building Coordination Using Coupled Distributed Control: Preprint. https://www.osti.gov/biblio/1876563
Cite the original work for its findings. Save a collection to share your selection of sources.