A data-driven probabilistic evaluation method of hydrogen fuel cell vehicles hosting capacity for integrated hydrogen-electricity network

W Xia, Z Ren, H Li, Z Pan - Applied Energy, 2024 - Elsevier
The growing demand for hydrogen in hydrogen fuel cell vehicles (HFCVs) will present
challenges for the safe operation of the integrated distributed hydrogen supply network …

[HTML][HTML] Arbitrary polynomial chaos-based power system dynamic analysis with correlated uncertainties

X Li, C Liu, C Wang, F Milano - International Journal of Electrical Power & …, 2024 - Elsevier
This paper proposes a novel method based on arbitrary Polynomial Chaos (aPC) to
evaluate how parameter and variable uncertainty impacts on the dynamic response of …

Fast transient stability assessment of power systems using optimized temporal convolutional networks

M Massaoudi, T Zamzam, ME Eddin… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
The transient power grid stability is greatly affected by the unpredictability of inverter-based
resources of today's interconnected power grids. This article introduces an efficient transient …

Probabilistic Frequency Stability Analysis Considering Dynamics of Wind Power Generation with Different Control Strategies

Z Wang, S Bu - IEEE Transactions on Power Systems, 2024 - ieeexplore.ieee.org
Most existing studies on probabilistic frequency stability analysis ignore the dynamics of
wind power generations (WPGs) and thus result in inaccurate analysis results especially …

Probabilistic Analysis of Small-Signal Stability of Power Systems Affected by Wind Power Generation Uncertainties Considering Wake Effects

Z Wang, S Bu - IEEE Transactions on Power Systems, 2024 - ieeexplore.ieee.org
Most existing studies on probabilistic analysis of small-signal stability (PASS) of power
systems affected by wind power generations ignore the intrinsic phenomenon in wind farms …

Probabilistic Analysis of Power System Frequency Stability Considering Wake Effects of Wind Farms

Z Wang, S Bu - IEEE Transactions on Power Systems, 2025 - ieeexplore.ieee.org
Most existing studies on probabilistic frequency stability (PFS) affected by the uncertainty of
wind power generation ignore the heterogeneity and interactions of wind turbines inside …

Advanced Probabilistic Transient Stability Assessment for Operational Planning: A Physics-Informed Graphical Learning Approach

G Lu, S Bu - IEEE Transactions on Power Systems, 2024 - ieeexplore.ieee.org
Existing probabilistic transient stability assessment (PTSA) methods mainly provide an
overall estimation of the probabilistic transient stability index (TSI) but ignore the temporal …

Debiased uncertainty quantification approach for probabilistic transient stability assessment

B Tan, J Zhao - IEEE Transactions on Power Systems, 2023 - ieeexplore.ieee.org
System instability does not occur often in practice and thus the historical data for training a
machine learning method has to address the imbalanced and multi-modal probabilistic …

Bayesian Post-Fault Power System Dynamic Trajectory Prediction

B Tan, J Zhao - IEEE Transactions on Power Systems, 2025 - ieeexplore.ieee.org
Predicting post-fault dynamic trajectories is important for corrective control to ensure stable
and secure power system operation. This paper proposes a new Bayesian post-fault power …

Coordinating and valuing the flexibility resources in a rural integrated energy system by considering correlated source-load uncertainty

S Li, Z Li - Renewable Energy, 2024 - Elsevier
This paper proposes a two-stage model for flexible resource coordination and value
analysis in rural areas, which considers the specific biomass energy conversion supply and …