基本信息

出生年月：1991年01月     籍贯：河南省汝州市

职称：副教授（直聘）    硕士生导师

最高学位：工学博士        专业：制冷及低温工程

联系方式：guoyb_h@163.com；guoyb_h@zzu.edu.cn

工作及学习经历：

2019.07至今，郑州大学, 土木工程学院，教师

2014.09至2019.06，华中科技大学，制冷及低温工程，博士（硕博连读）

2010.09至2014.06，郑州大学，热能与动力工程，本科

讲授课程

《智能建筑》，《专业英语》，《高等传热学》，指导认识实习和生产实习，指导毕业设计、毕业论文

研究领域

1.基于人工智能方法的暖通空调系统故障检测与诊断；

2.热泵空调系统控制优化；

3.建筑空调系统数据挖掘与节能优化等。

拟招生专业

1. (081404)供热、供燃气、通风及空调工程

2. (085906)人工环境工程(含供热、通风及空调等)

承担项目

1.教育部产学合作协同育人项目，项目编号：220705769225220；

2.郑州大学课程思政教育教学改革示范课程项目；

3.中国博士后基金项目，2020M672280，基于数据驱动方法的建筑空调系统故障与异常能耗诊断研究；

4.郑州大学青年教师启动基金项目，基于数据驱动方法的暖通空调系统故障诊断研究；

5.国家自然科学基金项目，51876070，大数据构架下模式辨识和集成学习的制冷空调故障诊断方法研究；

6.空调设备及系统运行节能国家重点实验室开放基金项目；SKLACKF201606，多联空调机组故障预测模型的理论设计和工程应用。

获奖

1. 荣获2022-2023学年郑州大学院级“三育人”先进个人；

2. 2023年，第四届“品茗杯”全国高校BIM应用毕业设计大赛三等奖优秀指导老师；

3. 2022年，第三届“品茗杯”全国高校BIM应用毕业设计大赛二等奖优秀指导老师；

4. 2020年，郑州大学校级优秀班主任。

发表论文

1.   Yabin Guo, Yuduo Li, Weilin Li, et al. On-site fault   experiment and diagnosis research of the carbon dioxide transcritical heat   pump system for energy saving, Energy, 274(2023) 127405. (SCI检索)

2.   Yabin Guo, Zheng Zhang, Yaxin Liu, et al. An advanced ensemble   clustering approach for data partitioning and mining to optimize performance   in variable refrigerant flow systems, Journal of Building Engineering,   78(2023) 107716. (SCI检索)

3.   Yabin Guo, Jiangyan Liu, Changhai Liu, et al. Operation Pattern   Recognition of the Refrigeration, Heating and Hot Water Combined   Air-Conditioning System in Building Based on Clustering Method, Processes,   11(2023). (SCI检索)

4.   Yabin Guo, Yaxin Liu, Zhanwei Wang, et al. Application of   Data-Driven Methods for Heating Ventilation and Air Conditioning Systems, Processes,   11(2023) 3133. (SCI检索)

5.   Yabin Guo, Zheng Zhang, Yu Chen, et al. Sensor Fault Detection   Combined Data Quality Optimization of Energy System for Energy Saving and   Emission Reduction. Processes, 2022, 10: 347. (SCI检索)

6.   Yabin Guo, Changhai Liu, Jianchao Dang, et al. Regression method based   fault detection of the VRF system for energy saving. IEEE 4th International   Electrical and Energy, Wuhan, 2021. (EI检索)

7.   Xiangxiang Pei, Yabin Guo*, Yuancheng Guo, et al. Research on the   characteristics of the refrigeration, heating and hot water combined   air-conditioning system. International Journal of Refrigeration, 2021, 130:   150-160. ( SCI检索)

8.   Yabin Guo, Huanxin Chen, Fault diagnosis of VRF air-conditioning   system based on improved Gaussian mixture model with PCA approach,   International Journal of Refrigeration, 118(2020) 1-11. ( SCI检索)

9.   Yabin Guo, Jiangyu Wang, Huanxin Chen, et al. An expert rule-based   fault diagnosis strategy for variable refrigerant flow air conditioning   systems, Applied Thermal Engineering , 149(2019) 1223-1235. ( SCI检索)

10.   Yabin Guo, Jiangyu Wang, Huanxin Chen, et al. Machine learning-based   thermal response time ahead energy demand prediction for building heating   systems, Applied Energy, 221(2018) 16-27. ( SCI检索)

11.   Yabin Guo, Zehan Tan, Huanxin Chen, et al. Deep learning-based fault   diagnosis of variable refrigerant flow air-conditioning system for building   energy saving, Applied Energy, 225(2018) 732-745. ( SCI检索)

12.   Yabin Guo, Guannan Li, Huanxin Chen, et al. Development of a virtual   variable-speed compressor power sensor for variable refrigerant flow air   conditioning system, International Journal of Refrigeration, 74(2017) 71-83.   ( SCI检索)

13.   Yabin Guo, Guannan Li, Huanxin Chen, et al. An enhanced PCA method   with Savitzky-Golay method for VRF system sensor fault detection and   diagnosis, Energy and Buildings, 142(2017) 167-178. ( SCI检索)

14.   Yabin Guo, Guannan Li, Huanxin Chen, et al. Modularized PCA method   combined with expert-based multivariate decoupling for FDD in VRF systems   including indoor unit faults, Applied Thermal Engineering, 115(2017) 744-755.   ( SCI检索)

15.   Yabin Guo, Guannan Li, Huanxin Chen, et al. Optimized neural   network-based fault diagnosis strategy for VRF system in heating mode using   data mining, Applied Thermal Engineering, 125(2017) 1402-1413. ( SCI检索)

16.   裴祥翔，郭亚宾*，李玉夺，等.   冷热水三联供空调机组的除霜特性. 制冷学报,   2020, 41(06): 55-62. （中文核心）

17.   郭亚宾, 陈焕新, 胡云鹏,   李冠男, 黎浩荣, 李炅,   制冷涡旋压缩机热力性能模型适用性研究, 压缩机技术,   (2015) 1-5.

专利

1.郭亚宾，党建超等.   一种采用脏污识别的空调室外换热器表面清洗装置[P]. 专利号：ZL2021   2 0203904.X.

2.郭亚宾,郭月明等.   一种智能化公交系统[P]. 专利号：ZL2013   2 0048918.4.

著作

1.陈焕新、王江宇、郭亚宾等，制冷空调遇上大数据-行业大变革，中国建筑工业出版社，2017.06。

其他科研成果

1.

2.

备注