Transient Stability Assessment Based on Two-Step Improved One-Dimensional Convolutional Neural Networks with Long and Short Time-Series Input

Author:

Lu Zhiyuan1,Shi Xiaohan1,He Cunzhe1,Wang Xiaolei2,Zhou Boxi3

Affiliation:

1. School of Electrical Engineering, Shandong University,Jinan,China

2. Huaneng Shandong Power Generation Co. Ltd,Jinan,China

3. State grid of China Technology College,Jinan,China,2500001

Funder

National Key R&D Program of China

State Grid Corporation of China

Publisher

IEEE

Reference13 articles.

1. Characteristic Analysis and Operational Control of Large-Scale Hybrid UHV AC/DC Power Grids;Li;Power System Technology,2016

2. Cluster-based Parallel Simulation for Power System Transient Stability Analysis;Xue,2003

3. A Decomposition-Based Practical Approach to Transient Stability-Constrained Unit Commitment

4. An Identification Method for Power System Transient Angle Stability Based on the Trend of Rotor Speed Difference-rotor Angle Difference;Gu,2013

5. Power System Transient Stability Assessment Based on Multi-Support Vector Machines;Dai,2016

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