主要研究领域包括：人工智能、数据分析与智能决策，作为第一作者或通讯作者在国际知名的权威TOP学术期刊，如：《IEEE Transactions on Industrial Informatics》、《IEEE Transactions On Industrial Electronics》等发表高质量学术论文数十余篇。近年来发表的部分论文代表作列表如下：

1.Image Formation, Deep Learning, and Physical Implication of Multiple Time-Series One-Dimensional Signals: Method and Application, IEEE Transactions on Industrial Informatics, 2021, 17(7): 4566-4574.（TOP, JCR Q1）

2.Lambert Compensation, Nonlinear Estimation and Control Architecture of a Novel Optical Calibration Instrument, IEEE Transactions on Industrial Electronics，2020, 67(5):4193-4202.（TOP, JCR Q1）

3.A Morphology and Coordinate Fusion-Based Positioning Method for Solar Cell Classification, IEEE Sensors Journal, 2022, 22(20): 19656-19665.（JCR Q1）

4.Novel Extreme Seeking Control Framework with Ordered Excitation and Nonlinear Function based PSO: Method and Application，Solar Energy，2023，255：126-137（JCR Q2）

5.Convolutional neural network with feature reconstruction for monitoring mismatched photovoltaic systems, Solar Energy, 2020, 212: 169-177.（JCR Q2）

6.Time Series Clustering and Physical Implication for Photovoltaic Array Systems with Unknown Working Conditions, Solar Energy, 2019,180(3):401-411.（JCR Q2）

7.Condition Classification and Performance of Mismatched Photovoltaic Arrays via a Pre-filtered Elman Neural Network Decision Making Tool, Solar Energy, 2018.173(10): 1011-1024.（JCR Q2）

8.Parameterized and Centralized Secondary Voltage Control for Autonomous Microgrids, International Journal of Electrical Power & Energy Systems, 2022, 135(2022):1-8.（JCR Q1）

9.Product-Specific Nonlinear Characterization and Instrument for Illumination Angle Measurement with Manufacturing Defects, IEEE Transactions on Instrumentation and Measurement, 2019, 68(9): 3299-3307.（JCR Q1）

10.An optimal design approach on energy storage elements of DC/DC converters via matching principles, IET Renewable Power Generation, 2021, 15(16): 3927-3940. (JCR Q2)

11.Fast and Smooth Trajectory Planning for a Class of Linear Systems Based on Parameter and Constraint Reduction, International Journal of Applied Mathematics and Computer Science, 2022, 32(1):11-21. (JCR Q1)

12.Experiment based Supervised Learning Approach toward Condition Monitoring of Photovoltaic Array Mismatches, IET Generation, Transmission Distribution, 2019,13(7):1014-1024.（JCR Q3）

13.An Intelligent Boosting and Decision-Tree-Regression-Based Score Prediction (BDTR-SP) Method in the Reform of Tertiary Education Teaching, Information, 2023, 14(6), 317.

14.A Pricing Strategy of E-Commerce Advertising Cooperation in the Stackelberg Game Model with Different Market Power Structure, Algorithms, 2019,12(1), 24.

15.Optimal Merchandise Selection Strategy in E-Store Promotional Webpage: A TOPSIS Based Approach, Journal of Electronic Commerce in Organizations，2016, 14(2):1-15.

16.A Nonlinear Modeling Approach for High Performance Solar Angle Sensors, Proceedings of 2015 IEEE Advanced Information Technology，2016 March 7:984-987.

17.Hybrid controller for dual axes solar tracking system, 36th Chinese Control Conference (CCC)，2017.

18.Architecture and Experiment of Remote Monitoring and Operation Management for Multiple Scales of Solar Power Plants, 2nd IEEE Advanced Information Technology, Electronic and Automation Control Conference, 2017.

19.A Data Acquisition Model for Industrial Gateways Based on Edge Computing and MapReduce, The proceedings of 3rd International Conference on Control and Intelligent Robotics, 2023.

20.An Enhanced Collision-Aware Min-Max A* Path Planning Algorithm (ECMMA*) in Automated Calibration Production Lines, The proceedings of 3rd International Symposium on Computer Technology and Information Science, 2023.

21.Construction and Research of Industrial Production Line Simulation Platform Based on Digital Twin, The proceedings of 6th World Conference on Mechanical Engineering and Intelligent Manufacturing, 2023.

22.面向光伏电池片的高精度形态学检测方法，传感器与微系统，2023，42（09）：113-115，120.

23.子序列决策聚类下的光伏系统工况判别，杭州电子科技大学学报（自然科学版），2022，41(9):50-56.

24.改进的灰狼优化算法在SVM参数优化中的应用,传感器与微系统, 2022,41(9):151-155.

25.面向智慧微电网的最大功率点跟踪控制实验教学,中国现代教育装备, 2021, 2021(13): 51-53+57.

26.数字孪生虚拟仿真实验平台在实践教学中的应用,中国现代教育装备, 2021,2021 (15): 52-54+58.