Search Results for author: Xingyu Lei

Found 3 papers, 0 papers with code

On graphs with exactly one anti-adjacency eigenvalue and beyond

no code implementations18 Feb 2021 JianFeng Wang, Xingyu Lei, Mei Lu

This matrix can be interpreted as the opposite of the adjacency matrix, which is instead constructed from the distance matrix of a graph by keeping in each row and each column only the distances equal to 1.

Combinatorics 05C50

Data-Driven Assisted Chance-Constrained Energy and Reserve Scheduling with Wind Curtailment

no code implementations2 Nov 2020 Xingyu Lei, Student Member, Zhifang Yang, Member, Junbo Zhao, Juan Yu, Senior Member, IEEE

Case studies performed on the PJM 5-bus and IEEE 118-bus systems demonstrate that the proposed method is capable of accurately accounting the influence of wind curtailment dispatch in CCO.

Systems and Control Systems and Control

Data-driven Optimal Power Flow: A Physics-Informed Machine Learning Approach

no code implementations31 May 2020 Xingyu Lei, Zhifang Yang, Juan Yu, Junbo Zhao, Qian Gao, Hongxin Yu

This paper proposes a data-driven approach for optimal power flow (OPF) based on the stacked extreme learning machine (SELM) framework.

BIG-bench Machine Learning Physics-informed machine learning

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