Virtual sensing method for monitoring vibration of continuously variable configuration structures using long short-term memory networks
Sign Up to like & getrecommendations! Published in 2020 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2019.09.013
Abstract: Abstract Vibration monitoring by virtual sensing methods has been well developed for linear time-invariant structures with limited sensors. However, few methods are proposed for Time-Varying (TV) structures which are inevitable in aerospace engineering. The core… read more here.
Keywords: using long; configuration; vibration; virtual sensing ... See more keywords
Velocity estimation of flexible dynamics systems using virtual sensing.
Sign Up to like & getrecommendations! Published in 2020 at "ISA transactions"
DOI: 10.1016/j.isatra.2020.10.017
Abstract: In this paper, multiple virtual sensors derived from the equations of motion of a flexible dynamics system, are utilized to form a novel virtual sensing system able to estimate the angular and translation velocities. Measuring… read more here.
Keywords: velocity estimation; estimation flexible; sensing; virtual sensing ... See more keywords
X-in-the-Loop Validation of Deep Learning-Based Virtual Sensing for Lifetime Estimation of Automotive Power Electronics Converters
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Emerging and Selected Topics in Power Electronics"
DOI: 10.1109/jestpe.2024.3391930
Abstract: Health degradation issues in automotive power electronics converter (PEC) systems are present due to repetitive thermomechanical stress endured while the vehicle is in real-field operation. This stress results from heat generation, a byproduct of semiconductor… read more here.
Keywords: power electronics; virtual sensing; lifetime estimation; automotive power ... See more keywords
Digital Twin Platform Based on Virtual Sensing for Real-Time Monitoring of Mechanical Features in Weaving Motion
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3559925
Abstract: Intelligent monitoring of the weaving workshop, as a key link in the upgrading and transformation of the textile industry, directly affects the production quality and yield of textiles. One of the limitations to efficiently monitoring… read more here.
Keywords: real time; time; digital twin; weaving workshop ... See more keywords
Virtual sensing of internal forces of full-scale flexible barrier system with KAN-transformer prediction model
Sign Up to like & getrecommendations! Published in 2025 at "Advances in Structural Engineering"
DOI: 10.1177/13694332251399290
Abstract: Various sensors have been widely employed to measure dynamic responses and assess the performance of flexible barrier systems in mitigating rockfall disasters. However, their real-world applications are hindered by challenges, such as sensor malfunctions, power… read more here.
Keywords: virtual sensing; flexible barrier; model; internal forces ... See more keywords
Virtual sensing-based monitoring and maintenance in elevators
Sign Up to like & getrecommendations! Published in 2023 at "Structural Health Monitoring"
DOI: 10.1177/14759217231160413
Abstract: This paper presents a virtual sensing approach for monitoring the elevator installations. The aim of the proposed virtual sensing approach is to monitor the condition of elevators without installing additional sensors. The adopted virtual sensing… read more here.
Keywords: virtual sensing; monitoring; elevator; sensing approach ... See more keywords