Polynomial chaos expansion for parametric problems in engineering systems: A review
D Shen, H Wu, B Xia, D Gan - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
In engineering systems with uncertain parameters, it is crucial for system analysis and
control to analyze the relationship between these uncertain parameters and system outputs …
control to analyze the relationship between these uncertain parameters and system outputs …
Barrier-Function Adaptive Finite-Time Trajectory Tracking Controls for Cyber Resilience in Smart Grids Under an Electricity Market Environment
The advancement and proliferation of digitalization and communication infrastructure have
facilitated the rise of real-time bidding markets in smart grids. In these dynamic markets …
facilitated the rise of real-time bidding markets in smart grids. In these dynamic markets …
Performance assessment of multiple-types co-located storage for uncertainty mitigation in integrated electric-gas system using generalized polynomial chaos
Prudent and sensible deployment of local storage may unlock the potential of mitigating the
adverse impact, especially addressing the challenge of uncertainty from independent …
adverse impact, especially addressing the challenge of uncertainty from independent …
Mode-decomposition memory reinforcement network strategy for smart generation control in multi-area power systems containing renewable energy
L Yin, Y Wu - Applied Energy, 2022 - Elsevier
The large-scale application of renewable energy can promote the global goal of carbon
neutrality. However, the stochastic nature of wind and solar energy aggravates the active …
neutrality. However, the stochastic nature of wind and solar energy aggravates the active …
Numerical simulation acceleration of flat-chip solid oxide cell stacks by data-driven surrogate cell submodels
Abstract Three-dimensional (3D) multiphysics models are powerful tools for investigating the
distributions of physical quantities such as temperature inside solid oxide cell (SOC) stacks …
distributions of physical quantities such as temperature inside solid oxide cell (SOC) stacks …
Parametric problems in power system analysis: Recent applications of polynomial approximation based on Galerkin method
In power systems, there are many uncertainty factors such as power outputs of distributed
generations and fluctuations of loads. It is very beneficial to power system analysis to …
generations and fluctuations of loads. It is very beneficial to power system analysis to …
Integrating learning and explicit model predictive control for unit commitment in microgrids
Y Huo, F Bouffard, G Joós - Applied Energy, 2022 - Elsevier
In this paper, we apply flexibility-based operational planning method to microgrid (MG) unit
commitment (UC). The problem is formulated based on model predictive control (MPC) …
commitment (UC). The problem is formulated based on model predictive control (MPC) …
Stochastic optimal power flow for power systems considering wind farms based on the stochastic collocation method
B Xia, Y Chen, W Yang, Q Chen, X Wang, K Min - IEEE Access, 2022 - ieeexplore.ieee.org
The investigation of stochastic optimal power flow (SOPF) is to seek the optimal solution of
static stability constrained optimal power flow considering the uncertainty of parameters in …
static stability constrained optimal power flow considering the uncertainty of parameters in …
Long-horizon direct model predictive control based on neural networks for electrical drives
I Hammoud, S Hentzelt… - IECON 2020 The 46th …, 2020 - ieeexplore.ieee.org
In this work, the use of a multilayer perceptron feedforward neural network is proposed to
capture the solution of the long-horizon finite control set model predictive control (FCS-MPC) …
capture the solution of the long-horizon finite control set model predictive control (FCS-MPC) …
Automatic generation control considering uncertainties of the key parameters in the frequency response model
The highly fluctuated renewable generations and electric vehicles have undergone
tremendous growth in recent years. Most of them are connected to the grid via power …
tremendous growth in recent years. Most of them are connected to the grid via power …