重庆理工大学学报2024，Vol.38Issue(11)：212-219,8.DOI:10.3969/j.issn.1674-8425(z).2024.06.026
过渡季空调温湿度辨识模型与模糊控制研究
Research on temperature and humidity identification model and fuzzy control for air conditioning in transitional season
摘要
Abstract
To address the cold and hot energy dissipation of air conditioning units during the transitional season,this paper builds an identification model based on the energy valley optimization algorithm for surface coolers and humidifiers.To improve the optimization performance of the energy valley algorithm,the second-order oscillation method is adopted to integrate into the energy valley algorithm.The system identification accuracy of the optimization algorithm is improved.Then,a fuzzy controller is employed to adjust the valve opening of the surface cooler and humidifier.To improve the control performance of the fuzzy controller,the quantization coefficients are used to automatically generate better fuzzy rules.The performances of the control system,including control accuracy,tracking and anti-interference,are improved.Our simulation results show the output temperature and humidity of the control system quickly and accurately approximate the set values,meeting the requirements in the production process.关键词
过渡季工况/表冷器阀门开度/加湿器阀门开度/二阶振荡能量谷辨识/量化系数/自动模糊规则Key words
transitional season operating conditions/valve opening of surface cooler/valve opening of humidifier/identification of second-order oscillation energy valleys/quantification coefficient/automatic fuzzy rules分类
信息技术与安全科学引用本文复制引用
王兵,冉井旺,简勇,高远嵩,王华秋,向力..过渡季空调温湿度辨识模型与模糊控制研究[J].重庆理工大学学报,2024,38(11):212-219,8.基金项目
国家科技部重点研发计划项目(2018YFB1700803) （2018YFB1700803）
重庆中烟黔江卷烟厂科技项目(2023500114300009) （2023500114300009）
