Dr. Wang Jianlin

Professor

Editor：College of Information Science and Technology Time：2024-11-08

Dr. Jianlin Wang

Professor, PhD Supervisor

Email: wangjl@mail.buct.edu.cn



Background

Professor Wang received his Bachelor's, Master's, and Doctoral degrees in Engineering from Tianjin University, and completed a postdoctoral fellowship in Instrument Science and Technology at Nanjing University of Science and Technology. He was also a visiting scholar in the Department of Engineering at the University of Leicester, UK. Prof. Wang has presided over the National Natural Science Foundation of China, National Key R&D Program of China, Major National Scientific Instrument Development of China, and Beijing Municipal Natural Science Foundation. He has published more than 100 papers in the SCI & EI journals and also authored 4 textbooks.

Research Interest

  • Intelligent detection of complex process

  • Data-driven modeling

  • Visual measurement

  • Intelligent image processing

  • Intelligent monitoring of complex systems

Memberships

  • Member of the Teaching Steering Committee of Ministry of Education for Instrument Major in Higher Education

  • Member of the Instrument Science and Technology Teaching Committee of the China Machinery Industry Association

  • Supervisor of the China Instrument and Control Society (CIS)

  • Executive member of the CIS Laboratory Instrument Branch

  • Member of the Intelligent Aerospace Systems Committee of the Chinese Association for Artificial Intelligence

  • Member of the CIS Education Working Committee

  • Certified expert of the China Engineering Education Major Accreditation Association

Teaching Assignment

Undergraduate Teaching

  • Measurement Technology and Instrument

Postgraduate Teaching

  • Theory and Technology of Intelligent Detection

Projects

National Natural Science Foundation of China

  • Stable soft sensor method driven by causal inference for batch processes

  • A soft sensor method with irregular data modal-analysis for batch processes

  • A control method based on multi-objective collaborative optimization for microbial fermentation processes

National Key R&D Program of China

  • Intelligent recognition method and key technology of the tested object in complex environment

  • Research and development of portable intelligent measuring device for OCT equipment in ophthalmology

Beijing Municipal Natural Science Foundation

  • Intelligent detection and correction method of abnormal data in batch processes with incomplete measurement

  • Research on fault intelligent monitoring and safety early warning technology of oil and gas distribution network

Representative Publications

  • Jianlin Wang*, Rutong Wang, Xinjie Zhou, et al., A hybrid-structure soft sensor based on model risk assessment and weight fusion for batch processes, IEEE Transactions on Instrumentation and Measurement, 2022, 71: 2518110

  • Kepeng Qiu, Jianlin Wang*, Xinjie Zhou, et al., Soft sensor based on localized semi-supervised relevance vector machine for penicillin fermentation process with asymmetric data, Measurement, 2022, 202: 111823

  • Jianlin Wang*, Kepeng Qiu, Rutong Wang, et al., Development of soft sensor based on sequential kernel fuzzy partitioning and just-in-time relevance vector machine for multiphase batch processes, IEEE Transactions on Instrumentation and Measurement, 2021, 70: 2509110

  • Kepeng Qiu, Jianlin Wang*, Rutong Wang , et al., Soft sensor development based on kernel dynamic time warping and a relevant vector machine for unequal-length batch processes, Expert Systems With Applications, 2021, 182: 115223

  • Xuesong Fu, Jianlin Wang*, Zhixiong Hu, et al., Automated segmentation for whole human eye OCT image using RM Multi-stage Mask R-CNN, Applied Optics, 2021, 60(9): 2518-2529

  • Jianlin Wang*, Kepeng Qiu, Yongqi Guo, et al., Soft sensor development based on improved just-in-time learning and relevant vector machine for batch processes, Canadian Journal of Chemical Engineering, 2021, 99(1): 334-344

  • Zhanchao Huang, Jianlin Wang*, Xuesong Fu, et al., DC-SPP-YOLO: dense connection and spatial pyramid pooling based YOLO for object detection, Information Sciences, 2020, 522: 241-258

  • Kepeng Qiu, Jianlin Wang*, Xinjie Zhou, et al., Soft sensor framework based on semisupervised just-in-time relevance vector regression for multiphase batch processes with unlabeled data, Industrial & Engineering Chemistry Research, 2020, 59: 19633−19642

  • Pan Zhong, Jianlin Wang*, Yongqi Guo, et al., Multiclass retinal disease classification and lesion segmentation in OCT b-scan images using cascaded convolutional networks, Applied Optics, 2020, 59(33): 10312-10320