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Rotor angle stability of a microgrid generator through polynomial approximation based on RFID data collection and deep learning
The article proposes a novel approach to assess rotor angle stability in microgrids by
enhancing the Modified Galerkin Method (MGM), which is based on the Polynomial …
enhancing the Modified Galerkin Method (MGM), which is based on the Polynomial …
Polynomial chaos expansion for parametric problems in engineering systems: A review
D Shen, H Wu, B **a, 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 …
Uncertainty evaluation algorithm in power system dynamic analysis with correlated renewable energy sources
The variation and uncertainty of renewable energy potentially impact power system stability.
This article proposes an efficient uncertainty evaluation algorithm to evaluate the influence …
This article proposes an efficient uncertainty evaluation algorithm to evaluate the influence …
[HTML][HTML] Research methods for transient stability analysis of power systems under large disturbances
H Wu, J Li, H Yang - Energies, 2024 - mdpi.com
Transient stability analysis is critical for maintaining the reliability and security of power
systems. This paper provides a comprehensive review of research methods for transient …
systems. This paper provides a comprehensive review of research methods for transient …
A transient analysis framework for hydropower generating systems under parameter uncertainty by integrating physics-based and data-driven models
W Ma, Z Zhao, J Yang, X Lai, C Liu, J Yang - Energy, 2024 - Elsevier
It is important to ensure the transient safety and stability of Hydropower generating system
(HGS) both in the design and operation stages. Many uncertainties in the Hydropower …
(HGS) both in the design and operation stages. Many uncertainties in the Hydropower …
Hyperelliptic Kalman filter-based aeroengine sensor fault FDIA system under multi-source uncertainty
RQ Sun, XB Han, YX Chen, LF Gou - Aerospace Science and Technology, 2023 - Elsevier
Aeroengine faces multi-source uncertainty while operating. To reduce the conservativeness
and improve the performance of the diagnosis system in complex environments, the multi …
and improve the performance of the diagnosis system in complex environments, the multi …
A physics-informed action network for transient stability preventive control
Y Liu, S Gao, G Qiu, T Liu, L Ding… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This letter proposes a physics-informed action network (PIAN) for power system transient
stability preventive control (TSPC). The network firstly renders deep learning to reduce the …
stability preventive control (TSPC). The network firstly renders deep learning to reduce the …
Energy flow optimization of integrated gas and power systems in continuous time and space
Due to the increasing penetration of gas-fired units and power to gas facilities, the electrical
power system and natural gas system are more and more bi-directionally coupled. To tackle …
power system and natural gas system are more and more bi-directionally coupled. To tackle …
Data-driven fast uncertainty assessment of distribution systems with correlated ev charging demand and renewable generation
When multiple uncertain resources (eg, renewable energy and EV charging stations) are
integrated into distribution systems, the uncertainties of correlated power supplies and …
integrated into distribution systems, the uncertainties of correlated power supplies and …
Data-driven low-rank tensor approximation for fast grid integration of commercial EV charging stations considering demand uncertainties
The high power demand and charging variation of commercial fast electric vehicle (EV)
charging stations has the potential to significantly impact the operation of electric power …
charging stations has the potential to significantly impact the operation of electric power …