科研成果:
[1]Zhou Yong*, Liu Yanfeng, Wang Dengjia, De Gejirifu, Li Yong, Liu Xiaojun, Wang Yingying. A novel combined multi-task learning and Gaussian process regression model for the prediction of multi-timescale and multi-component of solar radiation.Journal of Cleaner Production. 2021, 284:124710.(SCI一区,IF=11.1)
[2]ZhouYong*, Liu Yanfeng, Wang Dengjia, Liu Xiaojun, Wang Yingying. Areview on global solar radiation prediction with machine learning models in a comprehensive perspective.Energy Conversion and Management.2021,235: 113960.(SCI一区,IF=10.4)
[3]ZhouYong*, Wang Dengjia, Liu Yanfeng, Liu Jiaping.Diffuse solar radiation models for different climate zones in China: Model evaluation and general model development.Energy Conversion and Management.2020,185:518-536.(SCI一区,IF=10.4)
[4]ZhouYong*, Liu Yanfeng, Wang Dengjia, Liu Xiaojun.Comparison of machine-learning models for predicting short-term building heating load using operational parameters.Energy and Buildings.2021,586:111505.(SCI二区,IF=6.7)
[5]ZhouYong*, Li Yizhuo, Wang Dengjia, Liu Yanfeng.A multi-step ahead global solar radiation prediction method using an attention-based transformer model with an interpretable mechanism.International Journal of Hydrogen Energy.2023,48(40):15317-15330.(SCI二区,IF=7.2)
[6]ZhouYong*, Li Xiang, Liu Yanfeng, Wei Renshu.Transfer learning-based adaptive recursive neural network for short-term non-stationary building heating load prediction.Journal of Building Engineering.2023,76:107271.(SCI二区,IF=6.4)
[7]Jing Jiaxuan,ZhouYong*, Wang Lingyu, Liu Yanfeng, Wang Dengjia.The spatial distribution of China’s solar energy resources and the optimum tilt angle and power generation potential of PV systems.Energy Conversion and Management.2023,283:116912.(SCI一区,IF=10.4)
[8]Zhihao Zhang,Yong Zhou*, Xin Xin, Junhao Qian, Yanfeng Liu. A day-ahead operation regulation method for solar water heating based on model predictive control.Energy and Buildings, 2023, 301:113715.(SCI二区,IF=6.7)
[9]Wang Dengjia, Chen Ran,ZhouYong*, Wang Yingying, Liu Yanfeng.Optimization and techno-economic analysis of combined gas-fired boiler and solar heating system for capacity-increase cities.Solar Energy.2022,243:225-235.(SCI二区,IF=6.7)
[10]发明专利:周勇,张平,钱俊豪,王凌钰,刘艳峰.一种适用于帐篷的便携式被动除湿系统. ZL 202111535852.7.
[11]软件著作权:周勇,荆嘉璇,王凌钰,刘艳峰,王登甲.太阳能光热光伏用太阳辐射设计参数数据库及软件V1.0. 2023SR0403941.
[12]陕西高等学校科学技术研究优秀成果奖特等奖,极端环境下太阳能高效供热安全保障关键技术与应用.2023.04.
[13]西藏自治区科学技术奖一等奖,西藏高原可再生能源供暖关键技术创新与应用.2020.03.
[14]华夏建设科学技术奖二等奖,西北村镇建筑热环境提升与能源高效利用关键技术及应用,2020.02.
[15]陕西省公共机构能耗定额标准,DB 61/T 1399—2020.