Aggregate Flexibility of Thermostatically Controlled Loads
University of California, Berkeley · Colorado School of Mines
Abstract
It is widely accepted that thermostatically controlled loads (TCLs) can be used to provide regulation reserve to the grid. We first argue that the aggregate flexibility offered by a collection of TCLs can be succinctly modeled as a stochastic battery with dissipation. We next characterize the power limits and energy capacity of this battery model in terms of TCL parameters and random exogenous variables such as ambient temperature and user-specified set-points. We then describe a direct load control architecture for regulation service provision. Here, we use a priority-stack-based control framework to select which TCLs to control at any time. The control objective is for the aggregate power deviation from…
Citation impact
- FWCI
- 34.92
- Percentile
- 100%
- References
- 23
Authors
4Topics & keywords
- Flexibility (engineering)
- Aggregate (composite)
- Dissipation
- Computer science
- Operator (biology)
- Grid
- Smart grid
- Control (management)
- Affordable and clean energy