Systematic review on model predictive control strategies applied to active thermal energy storage systems

J Tarragona, AL Pisello, C Fernández… - … and Sustainable Energy …, 2021 - Elsevier
This paper presents a review of the application of model predictive control strategies to
active thermal energy storage systems. To date, model predictive control has been used to …

Risk-aware sizing and transactive control of building portfolios with thermal energy storage

MG Yu, GS Pavlak - Applied Energy, 2023 - Elsevier
With the increasing numbers of distributed energy resources are being installed at more
distributed locations, it is challenging to operate the electric grid systems efficiently against …

Uncertainty-aware optimal dispatch of building thermal storage portfolios via smoothed variance-reduced accelerated gradient methods

MG Yu, GS Pavlak, UV Shanbhag - Journal of Energy Storage, 2022 - Elsevier
The rapid penetration of uncertain renewable energy resources into the power grid has
made generation planning and real-time power balancing a challenge, prompting the need …

Quantifying the value of stochastic supervisory controller for building thermal energy storage aggregators in two-settlement grid markets

MG Yu, GS Pavlak - Journal of Engineering for …, 2022 - asmedigitalcollection.asme.org
Smart cities will need collections of buildings that are responsive to the variation in
renewable energy generation. However, an unprecedented level of renewable energy being …

[PDF][PDF] Decision making under uncertainty for building thermal energy storage aggregators participating in two-settlement grid markets

MG Yua, GS Pavlaka - gpavlak.github.io
Smart cities will need collections of buildings that are responsive to the variation in
renewable energy generation. However, an unprecedented level of renewable energy being …