主要研究方向如下：

1.大数据环境下机电设备故障智能诊断 Intelligent diagnosis of mechanical and electrical equipment faults in the big data environment

2.智能机电产品设计、开发与集成 Design, development, and integration of intelligent monitoring electromechanical products

3.信号处理、模式识别与深度学习 Signal processing, pattern recognition and deep learning

4. 地下管道安全运行监测与评估 Monitoring and evaluation of safe operation of underground pipelines