Affiliation of Author(s):
信息与控制工程学院
Journal:
Advanced Materials Reseach
Key Words:
中文关键字：PMV, 热舒适, PSO, SVM. PSO–SVR，英文关键字：PMV, Thermal Comfort, PSO, SVM. PSO–SVR
Abstract:
In this context, the paper is forecasting PMV index by four environmental variables and
two personal variables. The first set of strategies is Using SVR to predict PMV and the second one
is PSO-SVR that particle swarm optimization (PSO) is chosen as an optimization technique to
optimize the SVR parameters setting. Simulation results are presented for two case studies to
validate the proposed methodology in terms of both SVR and PSO-SVR.
Paper Publications
