Semi-supervised learning based on temporal-spatial adaptive algorithm and its recognition mechanism for carbonate ester production process monitoring DOI
Li Yao, Xiaolong Ge,

Botan Liu

et al.

Process Safety and Environmental Protection, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 1, 2024

Language: Английский

Game-theoretic approach to cybersecurity risk assessment and protective strategy optimization in process industry production systems DOI
Feilong Zhang, Liangchao Chen,

Jianfeng Yang

et al.

Computers & Chemical Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 109034 - 109034

Published: Feb. 1, 2025

Language: Английский

Citations

0
Real-time process safety and systems decision-making toward safe and smart chemical manufacturing DOI Creative Commons
Austin Braniff,

Sahithi Srijana Akundi,

Yuanxing Liu

et al.

Digital Chemical Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 100227 - 100227

Published: March 1, 2025

Language: Английский

Citations

0
A comprehensive fault detection and diagnosis method for chemical processes DOI
Silin Rao, Jingtao Wang

Chemical Engineering Science, Journal Year: 2024, Volume and Issue: 300, P. 120565 - 120565

Published: Aug. 5, 2024

Language: Английский

Citations

2
Research progress on the artificial intelligence applications in food safety and quality management DOI

Wenbin Yu,

Zhiwei Ouyang,

Yufei Zhang

et al.

Trends in Food Science & Technology, Journal Year: 2024, Volume and Issue: unknown, P. 104855 - 104855

Published: Dec. 1, 2024

Language: Английский

Citations

2
Adaptive fault diagnosis for high-purity carbonate process based on unsupervised and transfer learning DOI

Huijun Shi,

Xiaolong Ge,

Botan Liu

et al.

Chemical Engineering Science, Journal Year: 2024, Volume and Issue: 300, P. 120631 - 120631

Published: Aug. 17, 2024

Language: Английский

Citations

1
A Real-Time Intelligent Valve Monitoring Approach through Cameras Based on Computer Vision Methods DOI Creative Commons
Zi‐Hui Zhang,

Qiyuan Zhou,

Heping Jin

et al.

Sensors, Journal Year: 2024, Volume and Issue: 24(16), P. 5337 - 5337

Published: Aug. 18, 2024

Abnormal valve positions can lead to fluctuations in the process industry, potentially triggering serious accidents. For processes that frequently require operational switching, such as green chemical based on renewable energy or biotechnological fermentation processes, this issue becomes even more severe. Despite risk, many plants still rely manual inspections check status. The widespread use of cameras large now makes it feasible monitor through computer vision technology. This paper proposes a novel real-time monitoring approach detect abnormalities positions. Utilizing an improved network architecture YOLO V8, method performs detection and feature recognition. To address challenge small, relatively fixed-position valves images, coord attention module is introduced, embedding position information into channels enhancing accuracy rotation extraction. then calculated using algorithm with valve's center point bounding box coordinates, alarm for exceed pre-set threshold. generalization ability proposed are evaluated experiments three different types two industrial scenarios. results demonstrate meets robustness standards required applications.

Language: Английский

Citations

1
Cyber-physical systems in chemical and energy processes DOI
Yuanxing Liu,

Sahithi Srijana Akundi,

Austin Braniff

et al.

Methods in chemical process safety, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

Citations

1
Expert label for explainable fault diagnosis and for unknown fault generalization DOI
Silin Rao,

Lunrui Fan,

Jingtao Wang

et al.

Chemical Engineering Science, Journal Year: 2024, Volume and Issue: 301, P. 120699 - 120699

Published: Sept. 10, 2024

Language: Английский

Citations

0
Ethics in AI for energy systems safety DOI
Rajeevan Arunthavanathan, Zaman Sajid, Md. Tanjin Amin

et al.

Methods in chemical process safety, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

Citations

0
Integration of process safety principles in energy system design DOI
Jing Wu, Morten Lind, Ruixue Li

et al.

Methods in chemical process safety, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 1, 2024

Language: Английский

Citations

0