A Transient Stability Prediction Method based on Multi-Channel Convolutional Neural Networks Using Time Series of PMU Measurements

• Published in: 2019 11th International Conference on Electrical and Electronics Engineering (ELECO) pp. 151 - 155
• Main Authors: Moarref, Nazanin, Jafarzadeh, Sevda, Yaslan, Yusuf, Istemihan Genc, V. M.
• Format: Conference Proceeding
• Language: English
• Published: Chamber of Turkish Electrical Engineers 01.11.2019
• Subjects: Feature extraction; Power system stability; Power system transients; Real-time systems; Stability analysis; Time series analysis; Voltage measurement

Real-time transient stability assessment (TSA) is an important task which ensures the stability, and therefore, enhances the reliability of power systems. Various types of learning-based methodologies in which machine learning and deep learning algorithms are adopted for real-time TSA exist in liter...