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Electronics and Electrical Engineering
Norway
2026
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Mechanical and Aerospace Engineering
Norway
2026

D-Index & Metrics

Mechanical and Aerospace Engineering

D-Index
73
Citations
21609
World Ranking
319
National Ranking
1

Electronics and Electrical Engineering

D-Index
73
Citations
21614
World Ranking
753
National Ranking
3

Research.com Recognitions

  • 2026 - Research.com Electronics and Electrical Engineering in Norway Leader Award
  • 2026 - Research.com Mechanical and Aerospace Engineering in Norway Leader Award
  • 2025 - Research.com Electronics and Electrical Engineering in Norway Leader Award
  • 2025 - Research.com Mechanical and Aerospace Engineering in Norway Leader Award
  • 2022 - Research.com Mechanical and Aerospace Engineering in Norway Leader Award

Overview

Shen Yin is affiliated with the Norwegian University of Science and Technology in Norway. Their research primarily spans the field of Engineering, with a focus on Control and Systems Engineering, Electrical and Electronic Engineering, and Artificial Intelligence among other subfields. The scientist's work also encompasses Mechanical Engineering and Computer Vision and Pattern Recognition.

Their main research topics include Fault Detection and Control Systems, Machine Fault Diagnosis Techniques, and Advancements in Battery Materials. Additionally, they have contributed to studies on Advanced Battery Technologies Research, Adaptive Control of Nonlinear Systems, Advanced Control Systems Optimization, and Smart Grid Security and Resilience.

Shen Yin has contributed to multiple publications in noteworthy venues. Frequent publication platforms include:

  • IEEE Transactions on Industrial Informatics
  • Reliability Engineering & System Safety
  • IEEE Transactions on Industrial Electronics
  • SSRN Electronic Journal
  • IEEE Transactions on Neural Networks and Learning Systems

Some recent publications connected to their research area, reflecting the scope and thematic context of their work, are as follows:

  • A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes, 2020, IEEE Sensors Journal
  • Quo vadis artificial intelligence?, 2022, Discover Artificial Intelligence
  • Industrial applications of digital twins, 2021, Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
  • Prediction of remaining useful life based on bidirectional gated recurrent unit with temporal self-attention mechanism, 2022, Reliability Engineering & System Safety
  • Lightweight Attention Convolutional Neural Network for Retinal Vessel Image Segmentation, 2020, IEEE Transactions on Industrial Informatics

Frequent collaborative partners in their research include Hao Luo, Yuchen Jiang, Xiang Li, Jiusi Zhang, and Okyay Kaynak, reflecting sustained academic partnerships across various projects and studies.

Best Publications

  • A Review on Basic Data-Driven Approaches for Industrial Process Monitoring

    Shen Yin;Steven X. Ding;Xiaochen Xie;Hao Luo

  • A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process

    Shen Yin;Shen Yin;Steven X. Ding;Adel Haghani;Haiyang Hao

  • Data-Based Techniques Focused on Modern Industry: An Overview

    Shen Yin;Xianwei Li;Huijun Gao;Okyay Kaynak

  • Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization

    Shen Yin;Hao Luo;Steven X. Ding

  • Improved PLS Focused on Key-Performance-Indicator-Related Fault Diagnosis

    Shen Yin;Xiangping Zhu;Okyay Kaynak

  • A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes

    Yuchen Jiang;Shen Yin;Jingwei Dong;Okyay Kaynak

  • Fuzzy-Model-Based Reliable Static Output Feedback $\mathscr{H}_{\infty }$ Control of Nonlinear Hyperbolic PDE Systems

    Jianbin Qiu;Steven X. Ding;Huijun Gao;Shen Yin

  • Industrial Cyberphysical Systems: A Backbone of the Fourth Industrial Revolution

    Armando W. Colombo;Stamatis Karnouskos;Okyay Kaynak;Yang Shi

  • Intelligent Particle Filter and Its Application to Fault Detection of Nonlinear System

    Shen Yin;Xiangping Zhu

  • Data-driven design of robust fault detection system for wind turbines

    Shen Yin;Guang Wang;Hamid Reza Karimi

  • A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System

    Shen Yin;Bing Xiao;Steven X. Ding;Donghua Zhou

  • Switching Stabilization for a Class of Slowly Switched Systems

    Xudong Zhao;Shen Yin;Hongyi Li;Ben Niu

  • Performance Monitoring for Vehicle Suspension System via Fuzzy Positivistic C-Means Clustering Based on Accelerometer Measurements

    Shen Yin;Zenghui Huang

  • Tracking Control of Robotic Manipulators With Uncertain Kinematics and Dynamics

    Bing Xiao;Shen Yin;Okyay Kaynak

  • Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables

    Hongyi Li;Chengwei Wu;Shen Yin;Hak-Keung Lam

  • Adaptive Fuzzy Control of Strict-Feedback Nonlinear Time-Delay Systems With Unmodeled Dynamics

    Shen Yin;Peng Shi;Hongyan Yang

  • Data-driven monitoring for stochastic systems and its application on batch process

    Shen Yin;StevenX. Ding;AdelHaghani Abandan Sari;Haiyang Hao

  • Descriptor reduced-order sliding mode observers design for switched systems with sensor and actuator faults

    Shen Yin;Huijun Gao;Jianbin Qiu;Okyay Kaynak

  • A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill

    Steven X. Ding;Shen Yin;Kaixiang Peng;Haiyang Hao

  • Data-Driven Monitoring and Safety Control of Industrial Cyber-Physical Systems: Basics and Beyond

    Yuchen Jiang;Shen Yin;Okyay Kaynak

  • Data-Driven Process Monitoring Based on Modified Orthogonal Projections to Latent Structures

    Shen Yin;Guang Wang;Huijun Gao

  • Sliding Mode Observer-Based FTC for Markovian Jump Systems With Actuator and Sensor Faults

    Shen Yin;Hongyan Yang;Okyay Kaynak

Frequent Co-Authors

Okyay Kaynak
Okyay Kaynak Boğaziçi University
Huijun Gao
Huijun Gao Harbin Institute of Technology
Steven X. Ding
Steven X. Ding University of Duisburg-Essen
Hamid Reza Karimi
Hamid Reza Karimi Polytechnic University of Milan
Jianbin Qiu
Jianbin Qiu Harbin Institute of Technology
Hongyi Li
Hongyi Li Guangdong University of Technology
Yang Shi
Yang Shi University of Victoria
Tianyou Chai
Tianyou Chai Northeastern University
Peng Shi
Peng Shi University of Adelaide
Reinaldo M. Palhares
Reinaldo M. Palhares Universidade Federal de Minas Gerais

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