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制冷与低温系工程系

刘江岩

2018-10-29 16:21  点击:[]

[中文版]

姓名

刘江岩

性别

所在部门

制冷与低温系工程系

职称

讲师

职务

 

联系电话

 

邮箱

liujiangyan@cqu.edu.cn

 

*个人简介:

刘江岩,男,1992年生,湖南湘潭人。重庆大学能源与动力工程学院,讲师。

2018年获华中科技大学制冷与低温工程专业工学博士学位。主要从事制冷空调系统故障诊断、大数据分析、节能优化等相关研究,发表SCI论文十余篇,以第一作者身份发表SCI\EI论文6篇,国际会议论文2篇,出版专著1部。

 

联系方式:

邮箱: liujiangyan@cqu.edu.cn

 

*研究方向:

1)制冷空调系统故障检测与诊断技术

2)能源系统数据挖掘及控制优化

3)基于大数据的能源系统动态能耗评价与节能关键问题

4)分布式能源系统仿真及设计优化

   欢迎对数据挖掘与能源系统交叉研究的本科生与我联系交流。

 

在研科研项目

*发表论文:

近年来发表的主要论文:

[1] Jiangyan Liu, Jiahui Liu, Huanxin Chen, et al. Energy diagnosis of variable refrigerant flow (VRF) systems: Data mining technique and statistical quality control approach[J]. Energy and Buildings, 2018, 175: 148-162

[2] Jiangyan Liu, Huanxin Chen, Jiahui Liu, et al. An energy performance evaluation methodology for individual office building with dynamic energy benchmarks using limited information[J]. Applied Energy, 2017, 206: 193-205

[3] Jiangyan Liu, Jiangyu Wang, Guannan Liet al. Evaluation of the energy performance of variable refrigerant flow systems using dynamic energy benchmarks based on data mining techniques[J]. Applied Energy, 2017, 208: 522-539

[4] Jiangyan Liu, Guannan Li, Huanxin Chen, et al. A robust online refrigerant charge fault diagnosis strategy for VRF systems based on virtual sensor technique and PCA-EWMA method[J]. Applied Thermal Engineering, 2017, 119: 233-243

[5] Jiangyan Liu, Yunpeng Hu, Huanxin Chen, et al. A refrigerant charge fault detection method for variable refrigerant flow (VRF) air-conditioning systems[J]. Applied Thermal Engineering, 2016, 107: 284-293

[6] Ronggeng Huang, Jiangyan Liu, Huanxin Chen, et al. An effective fault diagnosis method for centrifugal chillers using associative classification[J]. Applied Thermal Engineering, 2018, 136: 633-642

[7] Jiangyu Wang, Guannan Li, Huanxin Chen, Jiangyan Liu, et al. Energy consumption prediction for water-source heat pump system using pattern recognition-based algorithms[J]. Applied Thermal Engineering, 2018, 136: 755-766

[8] Jiangyu Wang, Guannan Li, Huanxin Chen, Jiangyan Liu, et al. Liquid floodback detection for scroll compressor in a VRF system under heating mode[J]. Applied Thermal Engineering, 2017, 114: 921-930

[9] Kaizheng Sun, Guannan Li, Huanxin Chen, Jiangyan Liu, et al. A novel efficient SVM-based fault diagnosis method for multi-split air conditioning system's refrigerant charge fault amount[J]. Applied Thermal Engineering, 2016, 108: 989-998

[10] Yunpeng Hu, Guannan Li, Huanxin Chen, Jiangyan Liu, et al. Sensitivity analysis for PCA-based chiller sensor fault detection[J]. International Journal of Refrigeration, 2016, 63: 133-143

[11] 刘江岩,陈焕新,王江宇等. 基于数据挖掘算法的地铁站内温度时序预测方法[J]. 工程热物理学报20183806: 1316-1321

[12] 王江宇,陈焕新,刘江岩. 基于PCA-DT的多联机制冷剂充注量故障诊断[J]. 华中科技大学学报(自然科学版)201607: 1-4

[13] 刘佳慧,刘江岩,李绍斌等. 基于决策树算法的多联机气液分离器插反故障诊断[J]. 制冷学报201705: 1-6

 

出版专著:

[1] 陈焕新,刘江岩 . 制冷空调遇上大数据——行业大变革[M]. 北京: 中国建筑工业出版社,2017

 

学术会议交流:

[1] Liu Jiangyan, Chen Huanxin, Hu Yunpeng, et al. The Energy and Performance Analysis of Central Air-conditioning System under the Conditions of Sensor Faults [C]. 2015, Xi'an, China.

[2] Liu Jiangyan, Chen Huanxin, Wang Jiangyu, et al. Fault diagnosis of refrigerant charge based on PCA and decision tree for variable refrigerant flow systems [C]. 2016, West Lafayette, IN, USA.

[3] 刘江岩,陈焕新,王江宇等. 基于数据挖掘算法的地铁站内温度时序预测方法[C]. 中国工程热物理学会工程热力学与能源利用学术会议,2016,广州

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