夏宇栋

2017年于香港理工大学屋宇设备工程系（Department of Building Service Engineering）获哲学博士学位，同年以第六层次人才加入杭州电子科技大学。2017-2020年在杭州中泰深冷技术股份有限公司与浙江大学动力工程与工程热物理从事博士后研究，2023-2025年在中国矿业大学电气工程学科从事博士后研究工作，杭州电子科技大学第六层次人才，杭州电子科技大学国家级一流本科专业电气工程及其自动化系主任，浙江省制冷学会六专委员。

主要从事建筑能源系统智能运维、空调智能化、建筑大数据与人工智能等方面研究工作，在能源、热力系统国内外杂志发表SCI检索论文20余篇，主持浙江省自然科学基金项目2项，参与浙江省重点研发项目1项，浙江省科技计划项目-省尖兵领雁研发攻关计划项目2项。

2007-09至2011-07，合肥工业大学，热能与动力工程，学士

2011-09至2014-03，上海理工大学，制冷与低温工程，硕士

2014-05至2017-09，香港理工大学，屋宇设备工程，博士

2017-11至2020-11，浙江大学，动力工程及工程热物理，博士后

2017-09至2018-12，杭州电子科技大学，自动化学院(人工智能学院)，讲师

2019-01至2020-12，杭州电子科技大学，自动化学院(人工智能学院)，副研究员，硕导

2021-01至今，杭州电子科技大学，自动化学院(人工智能学院)，副教授，硕导

1.        Xu R, Chang K, Xia Y, Zhao J, Ding Q. A semi-supervised fault diagnosis method for ventilation fan using multi-head attention-enhanced generative adversarial network[J]. Journal of vibration and control, 2026, 32.0(5-6): 1265-1280.

2.        Xia Y, Pan W, Wang J, Zhu C, Song M. Hybrid model based predictive control for temperature-humidity regulation in direct expansion air conditioning systems[J]. Journal of building engineering, 2025, 105.0: 112560.

3.        Yang L, Xia Y, Chen X, Chen Y, Li W. Leveraging artificial neural networks for air humidity measurement in air conditioning systems[J]. Building and environment, 2024, 255.0: 111410.

4.        Xia Y, Chang K, Lin Y, Zhu C. Feedforward decoupling control of indoor temperature and humidity using a single direct expansion air conditioning unit[J]. Science and technology for the built environment, 2024, 30.0(6): 626-643.

5.        孙雨; 丁强; 夏宇栋; 李聪. 基于多块和自注意 TCN 结合的冷水机组故障诊断[J]. 过程工程学报, 2024, 24.0(2): 162.

6.        Liu Y, Liang T, Zhang M, Jing N, Xia Y, Ding Q. Fault diagnosis of centrifugal chiller based on extreme gradient boosting[J]. Buildings, 2024, 14.0(6): 1835.

7.        Xia Y, Wang J, Jiang A. Modeling and energy-efficient control of a compressed air system equipped with multi-compressor[J]. Arabian journal for science and engineering, 2024, 49.0(5): 7527-7543.

8.        Xia Y, Zhu M, Jiang A, Wang J, Bai X, Deng S. Model predictive control of indoor thermal environment conditioned by a direct expansion air conditioning system[J]. Building simulation, 2023, 16.0(3): 357-378.

9.        Jing N, Xia Y, Ding Q, Chen Y, Wang Z, Zhang X. Simulation and optimization study on the performance of fin-and-tube heat exchanger[J]. Sustainability, 2023, 15.0(15): 11587.

10.    Jiang A, Huang Q, Chen Y, Xia Y, Zheng X, Ding Q. Research on efficient and accurate computing strategies for complex optimal control problems[J]. International journal of control, 2023, 96.0(11): 2707-2724.

11.    朱明; 夏宇栋; 常凯; 王志梁. 基于粒子群优化算法的空调负荷灰箱模型辨识[J]. 电力科学与技术学报, 2023, 38.0(4): 214-221.

12.    张国兴; 钟晓龙; 夏宇栋; 王剑; 章有虎. 板翅式换热器翅片流阻快速检测系统设计[J]. Computer Measurement & Control, 2022, 30.0(12): 页码未知.

13.    Xia Y, Ding Q, Jiang A, Jing N, Zhou W, Wang J. Incipient fault diagnosis for centrifugal chillers using kernel entropy component analysis and voting based extreme learning machine[J]. Korean journal of chemical engineering, 2022, 39.0(3): 504-514.

14.    He L, Xia Y, Li C, Jiang A, Zhao Y, Xie F. Simulation and operational optimization of ro based desalination for coal-fired power plants’ wastewater[J]. Membranes, 2022, 12.0(5): 478.

15.    丁晓雯; 丁强; 顾君垚; 夏宇栋. 基于 1DCNN DS 的冷水机组故障诊断[J]. 低温与超导, 2022, 50.0(7): 69r76.

16.    He L, Jiang A, Huang Q, Zhao Y, Li C, Wang J, Xia Y. Modeling and structural optimization of msf-ro desalination system[J]. Membranes, 2022, 12.0(6): 545.

17.    潘进; 丁强; 江爱朋; 陈越增; 夏宇栋. 基于 XGBoost 的冷水机组不平衡数据故障诊断[J]. 机械强度, 2021, 43.0(1): 27-33.

18.    Xia Y, Zhao J, Ding Q, Jiang A. Incipient chiller fault diagnosis using an optimized least squares support vector machine with gravitational search algorithm[J]. Frontiers in energy research, 2021, 9.0: 755649.

19.    李鑫; 夏宇栋; 景妮洁; 丁强; 姜周曙. 变频压缩式制冷系统控制方法研究综述[J]. 杭州电子科技大学学报 (自然科学版), 2021, 41.0(6): 50-59.

20.    Xia Y, Ding Q, Jing N, Jiang A, Zhang X, Deng S. A review on the operational instability of vapor compression system[J]. International journal of refrigeration, 2021, 122.0: 97-109.

21.    Xia Y, Ding Q, Jing N, Tang Y, Jiang A, Jiangzhou S. An enhanced fault detection method for centrifugal chillers using kernel density estimation based kernel entropy component analysis[J]. International journal of refrigeration, 2021, 129.0: 290-300.

22.    Huang Q, Jiang A, Zhang H, Wang J, Xia Y, He L. Dynamic modelling and simulation of a multistage flash desalination system[J]. Processes, 2021, 9.0(3): 522.

23.    Xia Y, Ding Q, Li Z, Jiang A. Fault detection for centrifugal chillers using a kernel entropy component analysis (keca) method[J]. Building simulation, 2021, 14.0(1): 53-61.

24.    Xiao Y, Xia Y, Jiang A, Lv X, Lin Y, Zhang H. Research on optimization of coal slime fluidized bed boiler desulfurization cooperative operation[J]. Processes, 2020, 9.0(1): 75.

25.    Xia Y, Jiangzhou S, Zhang X, Zhang Z. Steady-state performance prediction for a variable speed direct expansion air conditioning system using a white-box based modeling approach[J]. Energies, 2020, 13.0(18): 4757.

26.    Gao H, Jiang A, Huang Q, Xia Y, Gao F, Wang J. Mode-based analysis and optimal operation of msf desalination system[J]. Processes, 2020, 8.0(7): 794.

27.    Xia Y, Ding Q, Jiang Z, Deng S, Song M. Development of a superheat controller for mitigating hunting in a direct expansion air conditioning system[J]. Energy procedia, 2019, 158.0: 2085-2091.

28.    Xia Y, Ding Q, Jiangzhou S, Zhang X, Deng S. A simulation study on the operational stability of an eev-controlled direct expansion air conditioning system under variable speed operation[J]. International journal of refrigeration, 2019, 103.0: 115-125.

29.    Yan H, Xia Y, Deng S. Adaptive control for degree of refrigerant superheat in a direct expansion air conditioning system under variable speed operation[J]. Energy procedia, 2019, 158.0: 2182-2187.

30.    Xia Y, Ding Q, Jiangzhou S, Liu Y, Zhang X. An extension theory-based fault diagnosis method for an air source heat pump[J]. The international symposium on heating, ventilation and air conditioning, 2019, 747-757.

31.    夏宇栋; 钟子文; 纪晓声; 徐象国. 多功能直膨空调系统控制实验平台开发与应用 (,)[J]. 实验技术与管理, 2018, 页码未知.

32.    Xia Y, Yan H, Deng S, Chan M. A new capacity controller for a direct expansion air conditioning system for operational safety and efficiency[J]. Building services engineering research and technology, 2018, 39.0(1): 21-37.

33.    Yan H, Xia Y, Xu X, Deng S. Inherent operational characteristics aided fuzzy logic controller for a variable speed direct expansion air conditioning system for simultaneous indoor air temperature and humidity control[J]. Energy and buildings, 2018, 158.0: 558-568.

34.    Muñoz F, Sanchez E N, Xia Y, Deng S. Real-time neural inverse optimal control for indoor air temperature and humidity in a direct expansion (dx) air conditioning (a/c) system

35.    Xia Y, Deng S, Chan M. Inherent operational characteristics and operational stability of a variable speed direct expansion air conditioning system[J]. Applied thermal engineering, 2017, 113.0: 268-277.

36.    Yan H, Xia Y, Deng S. Simulation study on a three-evaporator air conditioning system for simultaneous indoor air temperature and humidity control[J]. Applied energy, 2017, 207.0: 294-304.

37.    Xia Y, Du J, Deng S. Effects of superheat nonlinearity on the operational stability of a direct expansion (dx) air conditioning (a/c) system[J]. Energy procedia, 2017, 142.0: 1854-1859.

38.    Song M, Mao N, Deng S, Xia Y, Chen Y. An experimental study on defrosting performance for an air source heat pump unit at different frosting evenness values with melted frost local drainage[J]. Applied thermal engineering, 2016, 99.0: 730-740.

39.    Xia Y, Deng S. The influences of the operating characteristics of an electronic expansion valve (eev) on the operational stability of an eev controlled direct expansion air conditioning system[J]. International journal of refrigeration, 2016, 69.0: 394-406.

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