Improved Support Vector Machine Short-term Power Load Forecast Model Based on Particle Swarm Optimization Parameters

摘要

An improved short-term power load forecast model that uses Support Vector Machine (SVM) was developed. The new model, called the PSO-SVM forecast model, is based on Particle Swarm Optimization (PSO) parameters. In traditional SVM models, penalty factor C