A Bayesian learning based scheme for online dynamic security assessment and preventive control
T Liu, Y Liu, J Liu, L Wang, L Xu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this paper, a two-stage Bayesian learning-based approach is proposed to enable online
dynamic security assessment (DSA) and preventive control in power systems. To develop a …
dynamic security assessment (DSA) and preventive control in power systems. To develop a …
Strong and ductile steel via high dislocation density and heterogeneous nano/ultrafine grains
High strength and high ductility are critical to metallic materials and have always been
pursued. A novel strategy to produce a medium Mn stainless steel with high dislocation density …
pursued. A novel strategy to produce a medium Mn stainless steel with high dislocation density …
Online TTC estimation using nonparametric analytics considering wind power integration
Y Liu, J Zhao, L Xu, T Liu, G Qiu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Total transfer capability (TTC) is an effective indicator to evaluate the transmission limit of the
interconnected systems. However, due to the large-scale wind power integration, operation …
interconnected systems. However, due to the large-scale wind power integration, operation …
The parallelization of back propagation neural network in mapreduce and spark
Y Liu, L Xu, M Li - International Journal of Parallel Programming, 2017 - Springer
Artificial neural network is proved to be an effective algorithm for dealing with recognition,
regression and classification tasks. At present a number of neural network implementations …
regression and classification tasks. At present a number of neural network implementations …
MapReduce based parallel neural networks in enabling large scale machine learning
Y Liu, J Yang, Y Huang, L Xu, S Li… - Computational …, 2015 - Wiley Online Library
Artificial neural networks (ANNs) have been widely used in pattern recognition and classification
applications. However, ANNs are notably slow in computation especially when the size …
applications. However, ANNs are notably slow in computation especially when the size …
Multi-timescale collaborative operation of renewable energy-based power system and Agri-product supply chain considering dynamic energy consumption-based …
The rapid expansion of modern agriculture has spurred leading companies to establish smart
industrial parks in rural areas, facilitating integrated agri-product supply chains leveraging …
industrial parks in rural areas, facilitating integrated agri-product supply chains leveraging …
Human-safe and economic operation of renewable hydrogen-based microgrids under plateau conditions
The cold and hypoxic environment threatens the health and quality of people's lives in
plateau areas. Appropriate air pressure, oxygen, and temperature are crucial for human-safe …
plateau areas. Appropriate air pressure, oxygen, and temperature are crucial for human-safe …
Stochastic reserve scheduling of energy storage system in energy and reserve markets
Z Tang, J Liu, Y Liu, L Xu - International Journal of Electrical Power & …, 2020 - Elsevier
Energy storage systems (ESSs) can be used to participate in both the energy and reserve
markets to maximize their reserve benefits. In contrast to traditional thermal units, ESSs have …
markets to maximize their reserve benefits. In contrast to traditional thermal units, ESSs have …
Robust PCA-deep belief network surrogate model for distribution system topology identification with DERs
With the expansion of distribution networks and increased penetration of distributed energy
resources (DERs), it is becoming increasingly important to obtain accurate distribution …
resources (DERs), it is becoming increasingly important to obtain accurate distribution …
Electron‐rich SnO2 promote CO2 activation for stable electrocatalytic CO2 reduction
C Li, F Liu, S Geng, R Ning, Y Yang, L Xu, J Ma… - Journal of Colloid and …, 2025 - Elsevier
Electrocatalytic CO 2 reduction reaction (CO 2 RR) to formate offers a promising route for
carbon neutralization, but its reactivity is largely compromised due to the competitive hydrogen …
carbon neutralization, but its reactivity is largely compromised due to the competitive hydrogen …