1.  智能传感检测技术（Smart Sensing）

  - 动态信号检测技术：振动、电气、应力波 等

  - 新型传感检测机理：噪声、漏磁、电化学 等

2.  工业互联网技术（IIoT）

  - 分布式传感器网络：网格型无线传感网络；新型工业以太网

  - 嵌入式智能传感器：振动、腐蚀、电磁、油液品质 等

  - 边缘智能：在线机器学习

3.  工业人工智能技术（Industrial AI）

  - 可解释性的工业机器学习方法

  - 混合智能推理系统

4.  智能机器的预测性维护技术（PHM）

  - 异常检测技术

  - 智能故障诊断

  - 剩余寿命预测

A. 研究论文

1. Zhang Xiaodong, Niu Hang, Hou Chenggang, Marcal Antonio, Di Fagui. Tooth faults detection of planetary gearboxes based on tooth root strain signal of ring gear. Measurement: Journal of the International Measurement Confederation, v 170, January 2021
2. Liu Fei, Liang Lin, Hou Chenggang, Xu Guanghua, Liu Dan, Zhang Binbin, Wang Lixin, Chen Xiaohang, Du Hongfeng. On-Machine Measurement of Wheel Tread Profile with the 1-D Laser Sensor. IEEE Transactions on Instrumentation and Measurement, v 70, 2021
3. Jingyuan Liang, Jianchuan Dai, Hang Niu, Chenggang Hou, Yunpeng Li. Dynamic Simulation of Tooth Root Crack Failure in Planetary Gearbox Based on Torsional Vibration Signal, 2020 IEEE International Conference on Mechatronics and Automation, Beijing, China
4. Zhang Quanlin, Zhang Xiaoxiao, Hou Chenggang. An Automatic Data Cleaning and Operating Conditions Classification Method for Wind Turbines Scada System. 17th International Computer Conference on Wavelet Active Media Technology and Information Processing, ICCWAMTIP 2020, p 437-443, December 18, 2020
5. Xiaodong Zhang, Hang Niu, Chenggang Hou, Antonio Marcal, Fagui Di. Tooth faults detection of planetary gearboxes based on tooth root strain signal of ring gear, Measurement, 2020, 170: 108685
6. Xiaodong Zhang, Hang Niu, Chenggang Hou, Fagui Di. An edge-filter FBG interrogation approach based on tunable Fabry-Perot filter for strain measurement of planetary gearbox, Optical Fiber Technology, 2020, 60: 102379
7. Jianchuan Dai, Hang Niu, Chenggang Hou, Xiaodong Zhang. Dynamic Simulation of Planetary Gearbox With Tooth Root Crack Based on a Rigid-Flexible Coupled Model, ASME 2019 International Mechanical Engineering Congress and Exposition, Salt Lake City, Utah, USA
8. 牛杭, 侯成刚, 张小栋, 赵欣丹. 行星齿轮箱齿根应变的光纤光栅测量方法, 振动.测试与诊断, 2019(04): 745-903
9. Yun Hongguang, Niu Hang, Hou Chenggang, Zhang Xiaodong. An improved windowed time synchronous averaging method based on genetic algorithm, The 7th International Condition Monitoring and Diagnosis (CMD 2018) , Perth, Western Australia
10. Niu Hang, Zhang Xiaodong, Hou Chenggang. An Approach for the Dynamic Measurement of Ring Gear Strains of Planetary Gearboxes Using Fiber Bragg Gratings, Sensors, 2017(12): 2872
11. 牛杭, 张小栋, 赵欣丹, 侯成刚. 行星齿轮箱典型故障对内齿圈齿根应变的作用机理研究, 振动与冲击, 2017(09)：253-260
12. 赵欣丹, 张小栋, 侯成刚, 牛杭. 光纤光栅传感信号解调技术研究, 电子测量技术, 2017(10): 1-7
13. Qin Tian, Chenggang Hou, Sheng Li. Adaptive Resonant Demodulation for Early Fault Diagnosis of Ball Bearing, 2013 IEEE China Summit & International Conference on Signal and Information Processing (ChinaSIP)
14. Zheng Zhao, Chenggang Hou, Lichao Zhang, Guiqiang Shi. Intelligent Recognition Techniques for Grinding Burn Based on Acoustic Emission. 2012 IEEE Second International Conference on Electric Information and Control Engineering, China.
15. Zheng Zhao, Chenggang Hou, Shengnan Duan. Online Intelligent Monitoring System of GrindingProcess Based on Process Modeling. 2012 Second International Conference on Instrumentation & Measurement, Computer,Communication and Control, China.
16. 刘弹, 杜保华, 侯成刚, 徐光华. 基于XML WebService和ActiveX构建远程分析工具集. 仪器仪表学报, 2005(06):632-635.
17. 刘弹, 徐光华, 侯成刚. 开放式架构的设备故障虚拟诊断中心的实现. 西安交通大学学报, 2005(05):499-502.
18. 梁霖, 徐光华, 侯成刚. 基于奇异值分解的连续小波消噪方法. 西安交通大学学报, 2004(09): 904-908.
19. Liang Lin, Xu Guanghua, Hou Chenggang. The method on vibration signal time-frequency analysis based on shifted wavelet transform. International Conference on Intelligent Maintenance System. Changsha：National University of Defense Technology Press，2003

B. 授权发明专利

1. 一种针对滚动轴承故障的自适应共振解调技术
2. 一种针对大型风电塔筒结构应力的在线监测方法
3. 一种基于三相瞬时功率的电主轴故障监测诊断方法
4. 一种针对风电齿轮箱故障的诊断方法
5. 一种基于模型的异步电动机故障监测诊断方法
6. 基于全数字峰值检波的冲击信号解调方法
7. 一种基于谱线重要性的频谱压缩方法
8. 一种基于断屑时间提取的刀具状态监测方法
9. 一种基于非线性建模的风电叶片工况补偿方法
10. 一种基于频谱分析的风力发电机叶片结构损伤检测方法
11. 基于漏磁信号的感应电机电气故障诊断方法
12. 一种基于参数寻优的行星轮啮合振动解耦方法
13. 一种基于漏磁和振动信号的感应电机监测方法及装置
14. 一种用于故障诊断的行星齿轮箱振动信号分离方法
15. 基于振动信号的气阀泄漏状态评估方法及系统
16. 基于PMML的工业网关机器学习模型容器式部署系统及方法
17. 大型机械压力机多连杆机构状态监测方法
18. 大型机械压力机多连杆机构状态监测信号处理方法
19. 一种行星轮系轮齿状态评估方法、装置、设备和介质
20. 一种行星轮系振动仿真信号生成方法、装置、设备和介质
21. 一种基于运行工况的风力发电机组SCADA数据分类方法及应用
22. 一种回转窑窑体状态评估方法及系统
23. 一种基于案例推理的风电机组故障诊断方法

    C. 科研获奖

1. 流程工业设备数字化点检技术研究与系统平台开发，获2005年教育部科技进步二等奖
2. 钎焊接头德超声成像无损检测技术研究及设备开发，获2004年教育部科技进步二等奖