照明工程学报2024，Vol.35Issue(4)：58-68,11.DOI:10.3969/j.issn.1004-440X.2024.04.009
虚拟现实下辅助建筑照明设计的智能推荐算法及模块
The Intelligent Recommendation Algorithm and Module for Assisting Architectural Lighting Design in Virtual Reality
摘要
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.关键词
建筑照明设计/维度自适应/智能推荐/主客观结合Key words
architectural lighting design/dimensional adaptive/intelligent recommendation/subjective-objective combination分类
建筑与水利引用本文复制引用
吴亚琦,韩臻,康钰卓..虚拟现实下辅助建筑照明设计的智能推荐算法及模块[J].照明工程学报,2024,35(4):58-68,11.基金项目
"十四五"国家重点研发计划项目"城市高强度片区优化设计关键技术"(2023YFC3807402) （2023YFC3807402）
