Power systems optimization under uncertainty: A review of methods and applications
Electric power systems and the companies and customers that interact with them are
experiencing increasing levels of uncertainty due to factors such as renewable energy …
experiencing increasing levels of uncertainty due to factors such as renewable energy …
Data-driven decision making in power systems with probabilistic guarantees: Theory and applications of chance-constrained optimization
Uncertainties from deepening penetration of renewable energy resources have posed
critical challenges to the secure and reliable operations of future electric grids. Among …
critical challenges to the secure and reliable operations of future electric grids. Among …
A survey of relaxations and approximations of the power flow equations
DK Molzahn, IA Hiskens - Foundations and Trends® in …, 2019 - nowpublishers.com
The power flow equations relate the power injections and voltages in an electric power
system and are therefore key to many power system optimization and control problems …
system and are therefore key to many power system optimization and control problems …
Co-optimizing virtual power plant services under uncertainty: A robust scheduling and receding horizon dispatch approach
J Naughton, H Wang, M Cantoni… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Market and network integration of distributed energy resources can be facilitated by their
coordination within a virtual power plant (VPP). However, VPP operation subject to network …
coordination within a virtual power plant (VPP). However, VPP operation subject to network …
Data-based distributionally robust stochastic optimal power flow—Part I: Methodologies
We propose a data-based method to solve a multi-stage stochastic optimal power flow (OPF)
problem based on limited information about forecast error distributions. The framework …
problem based on limited information about forecast error distributions. The framework …
Estimating the robust PQ capability of a technical virtual power plant under uncertainties
The technical virtual power plant (TVPP) is a promising paradigm to facilitate the integration
of distributed energy resources (DERs) while incorporating operational constraints of both …
of distributed energy resources (DERs) while incorporating operational constraints of both …
Introducing uncertainty components in locational marginal prices for pricing wind power and load uncertainties
With substantially increasing penetration levels of wind power, electric power system
flexibility is needed to address the variability and uncertainty of wind power output. Thus, it …
flexibility is needed to address the variability and uncertainty of wind power output. Thus, it …
Aggregate modeling of thermostatically controlled loads for microgrid energy management systems
Second-to-second renewable power fluctuations can severely hinder the frequency
regulation performance of modern isolated microgrids, as these typically have a low inertia …
regulation performance of modern isolated microgrids, as these typically have a low inertia …
Probabilistic optimization techniques in smart power system
Uncertainties are the most significant challenges in the smart power system, necessitating
the use of precise techniques to deal with them properly. Such problems could be effectively …
the use of precise techniques to deal with them properly. Such problems could be effectively …
MPC-based local voltage control strategy of DGs in active distribution networks
The increasing penetration of distributed generators (DGs) exacerbates the voltage
violations in active distribution networks (ADNs). The commonly used centralized voltage …
violations in active distribution networks (ADNs). The commonly used centralized voltage …