91 citations · 124 across the 8 of their papers we have counts for
8 papers
A Stochastic Second-Order Proximal Method for Distributed Optimization
Chenyang Qiu, Shanying Zhu, Zichong Ou +1
In this paper, we propose a distributed stochastic second-order proximal method that enables agents in a network to cooperatively minimize the sum of their local loss functions wit…
Opportunistic Wireless Control Over State-Dependent Fading Channels
Shuling Wang, Peizhe Li, Shanying Zhu +1
The heterogeneous system consisting of the wireless control system (WCS) and mobile agent system (MAS) is ubiquitous in Industrial Internet of Things (IIoT) systems. Within this sy…
Stochastic Gradient-based Fast Distributed Multi-Energy Management for an Industrial Park with Temporally-Coupled Constraints
Dafeng Zhu, Bo Yang, Chengbin Ma +4
Contemporary industrial parks are challenged by the growing concerns about high cost and low efficiency of energy supply. Moreover, in the case of uncertain supply/demand, how to m…
Multi-level Coordinated Energy Management for Energy Hub in Hybrid Markets with Distributionally Robust Scheduling
Jiaxin Cao, Bo Yang, Shanying Zhu +2
Maintaining energy balance and economical operation is significant for multi-energy systems such as the energy hub. However, it is usually challenged by the frequently changing and…
Bidirectional Pricing and Demand Response for Nanogrids with HVAC Systems
Jiaxin Cao, Bo Yang, Shanying Zhu +2
Owing to the fluctuant renewable generation and power demand, the energy surplus or deficit in each nanogrid is embodied differently across time. To stimulate local renewable energ…
Disturbance-resilient Distributed Resource Allocation over Stochastic Networks using Uncoordinated Stepsizes
Tie Ding, Shanying Zhu, Cailian Chen +1
This paper studies distributed resource allocation problem in multi-agent systems, where all the agents cooperatively minimize the sum of their cost functions with global resource…