A survey on electric power demand forecasting: future trends in smart grids, microgrids and smart buildings
Recently there has been a significant proliferation in the use of forecasting techniques,
mainly due to the increased availability and power of computation systems and, in particular …
mainly due to the increased availability and power of computation systems and, in particular …
Computational optimization techniques applied to microgrids planning: A review
Microgrids are expected to become part of the next electric power system evolution, not only
in rural and remote areas but also in urban communities. Since microgrids are expected to …
in rural and remote areas but also in urban communities. Since microgrids are expected to …
Distributed energy management for networked microgrids using online ADMM with regret
We propose a distributed algorithm for online energy management in networked microgrids
with a high penetration of distributed energy resources (DERs). A high penetration of DERs …
with a high penetration of distributed energy resources (DERs). A high penetration of DERs …
Opportunities and challenges for data center demand response
This paper surveys the opportunities and challenges in an emerging area of research that
has the potential to significantly ease the incorporation of renewable energy into the grid as …
has the potential to significantly ease the incorporation of renewable energy into the grid as …
Toward optimal energy management of microgrids via robust two-stage optimization
This paper considers energy management in a grid-connected microgrid which has multiple
conventional generators (CGs), renewable generators and energy storage systems (ESSs) …
conventional generators (CGs), renewable generators and energy storage systems (ESSs) …
Online optimal control with linear dynamics and predictions: Algorithms and regret analysis
This paper studies the online optimal control problem with time-varying convex stage costs
for a time-invariant linear dynamical system, where a finite lookahead window of accurate …
for a time-invariant linear dynamical system, where a finite lookahead window of accurate …
Islanding-aware robust energy management for microgrids
With the current trend of transforming a centralized power system into a decentralized one
for efficiency, reliability, and environmental reasons, the concept of a microgrid that …
for efficiency, reliability, and environmental reasons, the concept of a microgrid that …
Online scheduling of a residential microgrid via Monte-Carlo tree search and a learned model
The uncertainty of distributed renewable energy brings significant challenges to economic
operation of microgrids. Conventional online optimization approaches require a forecast …
operation of microgrids. Conventional online optimization approaches require a forecast …
Power grid vulnerability to geographically correlated failures—Analysis and control implications
We consider line outages in the transmission network of the power grid, and specifically
those caused by natural disasters or large-scale physical attacks. In such networks, an …
those caused by natural disasters or large-scale physical attacks. In such networks, an …
Online convex optimization with time-varying constraints and bandit feedback
In this paper, online convex optimization problem with time-varying constraints is studied
from the perspective of an agent taking sequential actions. Both the objective function and …
from the perspective of an agent taking sequential actions. Both the objective function and …