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A Survey on Deep Learning for Data-Driven Soft Sensors
IEEE Transactions on Industrial Informatics, 2021Qingqiang Sun, Zhiqiang Ge
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Self‐Healing Soft Sensors: From Material Design to Implementation
Advanced Materials, 2021The demand for interfacing electronics in everyday life is rapidly accelerating, with an ever‐growing number of applications in wearable electronics and electronic skins for robotics, prosthetics, and other purposes.
Muhammad Khatib +2 more
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Printed Bilayer Liquid Metal Soft Sensors for Strain and Tactile Perception in Soft Robotics
Advanced Materials Technologies, 2023A liquid metal (LM) soft sensors for strain monitoring and self‐powered tactile detection in soft robotics are developed. The sensor is fabricated by printing a bilayer of oxidized LM paste and bare LM on a soft substrate.
Yi-Fei Wang +2 more
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A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes
IEEE Sensors Journal, 2021Over the past twenty years, numerous research outcomes have been published, related to the design and implementation of soft sensors. In modern industrial processes, various types of soft sensors are used, which play essential roles in process monitoring,
Yuchen Jiang +3 more
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IEEE Transactions on Neural Networks and Learning Systems, 2022
The growth of data collection in industrial processes has led to a renewed emphasis on the development of data-driven soft sensors. A key step in building an accurate, reliable soft sensor is feature representation. Deep networks have shown great ability
Chen Ou +6 more
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The growth of data collection in industrial processes has led to a renewed emphasis on the development of data-driven soft sensors. A key step in building an accurate, reliable soft sensor is feature representation. Deep networks have shown great ability
Chen Ou +6 more
semanticscholar +1 more source
Soft and Deformable Sensors Based on Liquid Metals [PDF]
Sensors, 2019 Liquid metals are one of the most interesting and promising materials due to their electrical, fluidic, and thermophysical properties. With the aid of their exceptional deformable natures, liquid metals are now considered to be electrically conductive ...
Taeyeong Kim +2 more
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Lab on a Chip, 2009
We present a rapid prototyping method for integrating functional components in conventional PDMS microfluidic devices. We take advantage of stop-flow lithography (D. Dendukuri, S. S. Gu, D. C. Pregibon, T. A. Hatton and P. S. Doyle, Lab Chip, 2007, 7, 818)(1) to achieve the in situ fabrication of mobile and deformable elements with a controlled ...
Rafaele, Attia +4 more
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We present a rapid prototyping method for integrating functional components in conventional PDMS microfluidic devices. We take advantage of stop-flow lithography (D. Dendukuri, S. S. Gu, D. C. Pregibon, T. A. Hatton and P. S. Doyle, Lab Chip, 2007, 7, 818)(1) to achieve the in situ fabrication of mobile and deformable elements with a controlled ...
Rafaele, Attia +4 more
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Stretchable, compressible, and conductive hydrogel for sensitive wearable soft sensors.
Journal of Colloid and Interface Science, 2022Conductive hydrogels hold great promises in wearable soft electronics. However, the weak mechanical properties, low sensitivity and the absence of multifunctionalities (e.g., self-healing, self-adhesive, etc.) of the conventional conductive hydrogels ...
Xuwen Peng +9 more
semanticscholar +1 more source
Soft haptics using soft actuator and soft sensor
2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob), 2016In this paper, we presented fabric-based soft tactile actuator and soft sensor. The force characterization result indicates that the actuator is able to produce force up to about 2.20(±0.017)N, when it is supplied with 80kPa of pressurized air. Hence it is capable of producing sufficient amount of force, which surpasses the human's haptic perception ...
Phone May Khin +6 more
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Soft sensors for NOx emissions
Machine Learning and Data Science in the Power Generation Industry, 2021It is often difficult or expensive to measure a physical quantity with a regular sensor. Many sensors are fragile, especially in the harsh environments common in the oil and gas industry.
P. Bangert
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