1 code implementation • 27 Jul 2023 • Jing Xiong, Tianqi Hong, Dongbo Zhao, Yu Zhang
Non-intrusive load monitoring (NILM) identifies the status and power consumption of various household appliances by disaggregating the total power usage signal of an entire house.
1 code implementation • 25 Feb 2021 • Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu, Shuo Yang, Yuanjun Xiong, Wei Xia, Yan Xu, Man Luo, Jian Liu, Jianshu Li, Zhijun Chen, Mingyu Guo, Hui Li, Junfu Liu, Pengfei Gao, Tianqi Hong, Hao Han, Shijie Liu, Xinhua Chen, Di Qiu, Cheng Zhen, Dashuang Liang, Yufeng Jin, Zhanlong Hao
It is the largest face anti-spoofing dataset in terms of the numbers of the data and the subjects.
no code implementations • 18 Feb 2021 • Yichen Zhang, Hantao Cui, Jianzhe Liu, Feng Qiu, Tianqi Hong, Rui Yao, Fangxing Li
Frequency-constrained unit commitment (FCUC) is proposed to address this challenge.
no code implementations • 29 Nov 2020 • Yichen Zhang, Feng Qiu, Tianqi Hong, Zhaoyu Wang, Fangxing Li
Self-healing capability is one of the most critical factors for a resilient distribution system, which requires intelligent agents to automatically perform restorative actions online, including network reconfiguration and reactive power dispatch.
no code implementations • 27 Jul 2020 • Yichen Zhang, Jianzhe Liu, Feng Qiu, Tianqi Hong, Rui Yao
Traditional methods for solvability region analysis can only have inner approximations with inconclusive conservatism.
no code implementations • 5 Mar 2020 • Yichen Zhang, Chen Chen, Tianqi Hong, Bai Cui, Bo Chen, Feng Qiu
The capability to switch between grid-connected and islanded modes has promoted adoption of microgrid technology for powering remote locations.
no code implementations • 16 Jan 2020 • Yichen Zhang, Chen Chen, Guodong Liu, Tianqi Hong, Feng Qiu
In this paper, we introduce a deep learning aided constraint encoding method to tackle the frequency-constraint microgrid scheduling problem.
no code implementations • 8 Oct 2019 • Zixiao Ma, Zhaoyu Wang, Yuxuan Yuan, Tianqi Hong
Higher-level controller design and stability analysis of such high-order systems are usually intractable and computation-costly.