475 citations · 1.1k across the 41 of their papers we have counts for
41 papers
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features
Yu Yang, Xiaohong Guan, Qing-Shan Jia +3
By coordinating terminal smart devices or microprocessors to engage in cooperative computation to achieve systemlevel targets, distributed optimization is incrementally favored by…
Multi-stage Moving Target Defense: A Security-enhanced D-FACTS Implementation Approach
Jiazhou Wang, Jue Tian, Yang Liu +3
In recent studies, moving target defense (MTD) has been applied to detect false data injection (FDI) attacks using distributed flexible AC transmission system (D-FACTS) devices. Ho…
Proximal ADMM for Nonconvex and Nonsmooth Optimization
Yu Yang, Qing-Shan Jia, Zhanbo Xu +2
By enabling the nodes or agents to solve small-sized subproblems to achieve coordination, distributed algorithms are favored by many networked systems for efficient and scalable co…
A General Formulation for Evaluating the Performance of Linear Power Flow Models
Zhentong Shao, Qiaozhu Zhai, Xiaohong Guan
Linear power flow (LPF) models are essential in power system analysis. Various LPF models are proposed, but some crucial questions are still remained: what is the performance bound…
Uncertainty Set Prediction of Aggregated Wind Power Generation based on Bayesian LSTM and Spatio-Temporal Analysis
Xiaopeng Li, Jiang Wu, Zhanbo Xu +3
Aggregated stochastic characteristics of geographically distributed wind generation will provide valuable information for secured and economical system operation in electricity mar…
Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning
Liang Yu, Shuqi Qin, Zhanbo Xu +3
Since hydrogen has many advantages (e.g., free pollution, extensive sources, convenient storage and transportation), hydrogen-based multi-energy systems (HMESs) have received wide…