L
Lanchao Liu
Researcher at University of Houston
Publications - 23
Citations - 1082
Lanchao Liu is an academic researcher from University of Houston. The author has contributed to research in topics: Optimization problem & Smart grid. The author has an hindex of 12, co-authored 23 publications receiving 843 citations. Previous affiliations of Lanchao Liu include Prairie View A&M University & Cisco Systems, Inc..
Papers
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Journal ArticleDOI
Detecting False Data Injection Attacks on Power Grid by Sparse Optimization
TL;DR: A novel false data detection mechanism is proposed based on the separation of nominal power grid states and anomalies, and two methods, the nuclear norm minimization and low rank matrix factorization, are presented to solve this problem.
Journal ArticleDOI
Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid
TL;DR: It is shown how normal operations of power networks can be statistically distinguished from the case under stealthy attacks, and two machine-learning-based techniques for stealthy attack detection are proposed.
Proceedings ArticleDOI
Efficient Data Collection with Sampling in WSNs: Making Use of Matrix Completion Techniques
TL;DR: EDCA is presented: an Efficient Data Collection Approach for data query in WSNs, which exploits recent matrix completion techniques and randomly selects a part of nodes from the sensor network to sample at each time instance and directly forward the data to the sink.
Posted Content
Multi-Block ADMM for Big Data Optimization in Smart Grid
Lanchao Liu,Zhu Han +1 more
TL;DR: Several applications in power system for distributed robust state estimation, network energy management and security constrained optimal power flow problem are numerate.
Proceedings ArticleDOI
Multi-block ADMM for big data optimization in smart grid
Lanchao Liu,Zhu Han +1 more
TL;DR: In this paper, the authors review the parallel and distributed optimization algorithms based on alternating direction method of multipliers (ADMM) for solving "big data" optimization problem in smart grid communication networks.