Tianzhixi Yin

发表

Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning pdf

Renke Huang, Xinya Li, Wenhao Yu, 2021, ArXiv.

Local Feature Sufficiency Exploration for Predicting Security-Constrained Generation Dispatch in Multi-area Power Systems

Renke Huang, Xiaoyuan Fan, Guang Lin, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Parameters Calibration for Power Grid Stability Models using Deep Learning Methods

Shaobu Wang, Renke Huang, Rui Fan, 2019 .

Machine learning for automated detection of migrating adult eels from ARIS sonar images

Zhangshuan Hou, Robert P. Mueller, Paul T. Jacobson, 2019, Journal of the Acoustical Society of America.

Convolutional Neural Network and Transfer Learning for High Impedance Fault Detection.

Rui Fan, Tianzhixi Yin, 2019 .

Big Data Analytic for Cascading Failure Analysis

Renke Huang, Xiaoyuan Fan, Yousu Chen, 2019, 2019 IEEE International Conference on Big Data (Big Data).

Initial investigation of data mining applications in event classification and location identification using simulated data from MinniWECC

Daniel J. Trudnowski, Dongliang Duan, Shaun S. Wulff, 2016, 2016 North American Power Symposium (NAPS).

A case study on the use of data mining for detecting and classifying abnormal power system modal behaviors

Shaun S. Wulff, John W. Pierre, Timothy J. Robinson, 2019 .

Transmission Line Fault Location Using Deep Learning Techniques

Renke Huang, Rui Fan, Shaobu Wang, 2019, 2019 North American Power Symposium (NAPS).

Bridging the Gap between Laboratory and Field Experiments in American Eel Detection Using Transfer Learning and Convolutional Neural Network

Zhiqun Deng, Robert P. Mueller, Paul T. Jacobson, 2020, HICSS.

Accelerated Deep Reinforcement Learning Based Load Shedding for Emergency Voltage Control pdf

Renke Huang, Xinya Li, Ang Li, 2020, ArXiv.

A New Spectral Estimator for Identifying Dominant Modes and Detecting Events in Power Systems

Brett Amidan, Tianzhixi Yin, Jim Follum, 2018, 2018 IEEE International Conference on Probabilistic Methods Applied to Power Systems (PMAPS).

Deep Learning for Automated Detection and Identification of Migrating American Eel Anguilla rostrata from Imaging Sonar Data

Robert P. Mueller, Paul T. Jacobson, Tianzhixi Yin, 2021, Remote. Sens..

Accelerated Derivative-Free Deep Reinforcement Learning for Large-Scale Grid Emergency Voltage Control

Renke Huang, Wenhao Yu, Qiuhua Huang, 2021, IEEE Transactions on Power Systems.

Bridging Power System Protection Gaps with Data-driven Approaches

Jianming Lian, Tianzhixi Yin, John Buckheit, 2021 .

Physics-Informed Evolutionary Strategy Based Control for Mitigating Delayed Voltage Recovery

Renke Huang, Wenhao Yu, Qiuhua Huang, 2021, IEEE Transactions on Power Systems.