Xin Guo

Xin Guo

Xin Guo, male, Doctor of Engineering degree. He obtained his Ph.D. from Beijing University of Technology in July 2021. He began teaching at the School of Electrical Engineering of Henan University of Technology in September 2021.

Member of the Chinese Association of Automation, Member of the branch committee of the Chinese Association of Automation, He has successively participated in multiple national and provincial-level scientific research projects. Currently, he is in charge of one project funded by the Natural Science Foundation of Henan Province and one key science and technology project of Henan Province. he has been conducting research on intelligent detection of effluent quality parameters in the sewage treatment process, as well as modeling and optimization of complex systems. More than 10 academic papers have been published in journals such as IEEE Transactions on Automation Science and Engineering、Applied Soft Computing、ISA Transactions、Neural Computing and Applications and multiple invention patents have been applied.

Main research directions:

1. urban sewage treatment: research on the theory and methods of intelligent detection of water quality in the sewage treatment process; research on key technologies such as intelligent optimization and control of sewage treatment processes.

2. Optimization of neural network structure: Research on the application of artificial intelligence technology in fields such as complex system modeling and optimization, and time series prediction.

Representative research achievements:

1. X. Guo, W. S. Wang, J. Zhang and L. S. Gong, “An online growing-and-pruning algorithm of a feedforward neural network for nonlinear systems modeling,” IEEE Transactions on Automation Science and Engineering, 2025, 22: 4109-4120. (IF: 5.6)

2. Xin Guo, Wen-jing Jun-fei Qiao. A self-organizing modular neural network based on empirical mode decomposition with sliding window for time series prediction, Applied Soft Computing, 2023, 145: 110559. (IF: 8.7)

3. Xin Guo, Wen-jing Jun-fei Qiao. A modular neural network with empirical mode decomposition and multi-view learning for time series prediction[J]. Soft Computing, 2023, 27(17): 12609-12624. (IF: 4.1)

4. Junfei Qiao, Xin Guo, Wenjing Li, An online self-organizing modular neural network for nonlinear system modeling, Applied Soft Computing, 2020,97:106777(IF: 6.7)

5. Jun-fei Qiao, Xin Guo, Wen-jing Li, An online self-organizing algorithm for feedforward neural network, Neural Computing and Applications, 2020, 32(23): 17505-17518. (IF: 5.6)

Email address：guo_xin@haut.edu.cn