Risk-based voltage collapse assessment using generalized regression neural network

• Main Authors: Marsadek M., Mohamed A., Nopiah Z.M.
• Other Authors: 26423183000
• Format: Conference paper
• Published: 2023
• Subjects: generalised regression neural network; probability; Risk; severity; voltage collapse; Electric lines; Electrical engineering; Information science; Outages; Power transmission; Probability; Rating; Regression analysis; Risk assessment; Transmission line theory; Assessment methods; Failure rate; Function models; Generalized regression neural networks; Intelligent techniques; Real power systems; Regression neural networks; Risk-based; Transmission line; Weather conditions; Neural networks

This paper describes the implementation of a fast and accurate intelligent technique using generalized regression neural network to assess the risk of voltage collapse in power systems. The risk of voltage collapse is defined as the product of the probability of transmission line outage and its seve...