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20172020
most citedApproximating Trajectory Constraints with Machine Learning -- Microgrid Islanding with Frequency Constraints

74 citations · 75 across the 5 of their papers we have counts for

collaborators

5 papers

eess.SY2020★ 74 cited

Approximating Trajectory Constraints with Machine Learning -- Microgrid Islanding with Frequency Constraints

Yichen Zhang, Chen Chen, Guodong Liu +2

In this paper, we introduce a deep learning aided constraint encoding method to tackle the frequency-constraint microgrid scheduling problem. The nonlinear function between system…

math.OC2019

Community Microgrid Planning Considering Building Thermal Dynamics

Xiaohu Zhang, Desong Bian, Di Shi +2

In this paper, the building thermal dynamic characteristics are introduced in the community microgrid (MG) planning model. The proposed planning model is formulated as a mixed inte…

math.OC2018

Networked Microgrids for Improving Economics and Resiliency

Guodong Liu, Tomas B. Ollis, Bailu Xiao +2

In this paper, we propose networked microgrids to facilitate the integration of variable renewable generation and improve the economics and resiliency of electricity supply in micr…

math.OC2017

The Allocation of a Variable Series Reactor Considering AC Constraints and Contingencies

Xiaohu Zhang, Chunlei Xu, Di Shi +5

The Variable Series Reactors (VSRs) can efficiently control the power flow through the adjustment of the line reactance. When they are appropriately allocated in the power network,…

math.OC2017★ 1 cited

Optimal Allocation of Static Var Compensator via Mixed Integer Conic Programming

Xiaohu Zhang, Di Shi, Zhiwei Wang +4

Shunt FACTS devices, such as, a Static Var Compensator (SVC), are capable of providing local reactive power compensation. They are widely used in the network to reduce the real pow…