Enhancing power system security using soft computing and machine learning

• Date: 2023
• Main Authors: Venkatesh, P., Visali, N.
• Format: Article
• Language: English
• Published: National Technical University "Kharkiv Polytechnic Institute" and Аnatolii Pidhornyi Institute of Power Machines and Systems of NAS of Ukraine 2023
• Subjects: machine learning; particle swarm optimization; power system security; interline power flow controller; unified power flow controller
• Online Access: http://eie.khpi.edu.ua/article/view/282307
• Journal Title: Electrical Engineering & Electromechanics

Purpose. To guarantee proper operation of the system, the suggested method infers the loss of a single transmission line in order to calculate a contingency rating. Methods. The proposed mathematical model with the machine learning with particle swarm optimization algorithm has been used to observe...