The Intelligent Recommendation Algorithm and Module for Assisting Architectural Lighting Design in Virtual Reality
WU Yaqi
HAN Zhen
KANG Yuzhuo
Abstract：In recent years,with the continuous development of expert systems,their advantages in building performance optimization and scheme recommendation have gradually emerged.Therefore,in view of the characteristics of lighting design,this paper proposes a dimension adaptive particle swarm algorithm,and based on this,an intelligent recommendation module is developed.This module can recommend schemes for the array arrangement of lamps and the fine control of single lamps.It is embedded in the virtual reality architectural lighting interactive design assistance system to assist designers in the early stage of lighting design.In this paper,an office is selected as the experimental scene,and the scheme recommendations are made for 20 working conditions.Compared with the standard PSO algorithm,under the condition of meeting the illumination requirements,the schemes recommended by the lamp array recommendation module achieve an average energy saving of 57.9%,and the schemes recommended by the single-lamp fine recommendation module achieve an average energy saving of 45.2%.Users can also roam in the virtual scene among the recommended schemes and make decisions based on the combination of subjective and objective factors,improving the design efficiency.
Keywords：architectural lighting designdimensional adaptiveintelligent recommendationsubjective-objective combination
Publication Date：2024-08-28
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：11( 58-68 )