2 citations · 2 across the 4 of their papers we have counts for
6 papers · 1 filter
On Privacy Preservation of Electric Vehicle Charging Control via State Obfuscation
Xiang Huo, Mingxi Liu
The electric vehicle (EV) industry is rapidly evolving owing to advancements in smart grid technologies and charging control strategies. While EVs are promising in decarbonizing th…
Privacy-Preserving Distributed Energy Resource Control with Decentralized Cloud Computing
Xiang Huo, Mingxi Liu
The rapidly growing penetration of renewable energy resources brings unprecedented challenges to power distribution networks - management of a large population of grid-tied control…
Privacy-Preserving Decentralized Multi-Agent Cooperative Optimization -- Paradigm Design and Privacy Analysis
Xiang Huo, Mingxi Liu
Large-scale multi-agent cooperative control problems have materially enjoyed the scalability, adaptivity, and flexibility of decentralized optimization. However, due to the mandato…
A Novel Cryptography-Based Privacy-Preserving Decentralized Optimization Paradigm
Xiang Huo, Mingxi Liu
Existing large-scale optimization schemes are challenged by both scalability and cyber-security. With the favorable scalability, adaptability, and flexibility, decentralized and di…
Two-Facet Scalable Cooperative Optimization of Multi-Agent Systems in The Networked Environment
Xiang Huo, Mingxi Liu
Cooperatively optimizing a vast number of agents that are connected over a large-scale network brings unprecedented scalability challenges. This paper revolves around problems opti…
Decentralized Electric Vehicle Charging Control via a Novel Shrunken Primal Multi-Dual Subgradient (SPMDS) Algorithm
Xiang Huo, Mingxi Liu
The charging processes of a large number of electric vehicles (EVs) require coordination and control for the alleviation of their impacts on the distribution network and for the pr…