Ensemble‐based adaptive soft sensor for fault‐tolerant biomass monitoring
Sign Up to like & getrecommendations! Published in 2022 at "Engineering in Life Sciences"
DOI: 10.1002/elsc.202100091
Abstract: The accuracy and precision of soft sensors depend strongly on the reliability of underlying model inputs. These inputs (particularly readings of hardware sensors) are frequently subject to faults. This study aims to develop an adaptive… read more here.
Keywords: adaptive soft; ensemble based; biomass; soft sensor ... See more keywords
An adaptive soft sensor method of D-vine copula quantile regression for complex chemical processes
Sign Up to like & getrecommendations! Published in 2021 at "Chemical Engineering Science"
DOI: 10.1016/j.ces.2020.116210
Abstract: Abstract Non-linear and non-Gaussian properties are challenging topics in the soft sensor modeling of chemical processes, and fluctuations in the environmental conditions of chemical plants will also affect the accuracy of soft sensor models. This… read more here.
Keywords: soft sensor; adaptive soft; sensor method; chemical ... See more keywords
Adaptive Soft Sensor Modeling Based on Weighted Supervised Latent Factor Analysis with Selectively Integrated Moving Windows
Sign Up to like & getrecommendations! Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.2334
Abstract: Abstract An adaptive soft sensor modeling method based on weighted supervised latent factor analysis is proposed. In conventional moving window based adaptive soft sensor, predictive model is constructed only with the latest process information. To… read more here.
Keywords: soft sensor; weighted supervised; based weighted; adaptive soft ... See more keywords
Adaptive soft sensor design using a regression neural network and bias update strategy for non-linear industrial processes
Sign Up to like & getrecommendations! Published in 2023 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/acca9a
Abstract: Soft sensing of quality parameters in process industries has been an active area of research for the past two decades. To improve the performance of soft sensors in the scenario of time varying process states,… read more here.
Keywords: adaptive soft; adaptation; bias update; soft sensor ... See more keywords
360Cast+: Viewport Adaptive Soft Delivery for 360-Degree Videos
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3067018
Abstract: The existing viewport-adaptive 360-degree video streaming schemes encode tiled 360-degree videos with digital-based compression. However, these schemes cause a cliff effect wherein the headset video quality drops when the channel signal-to-noise ratio (SNR) falls below… read more here.
Keywords: adaptive soft; 360 degree; degree videos; viewport adaptive ... See more keywords
A Contact-Triggered Adaptive Soft Suction Cup
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3147245
Abstract: Suction adhesion is widely used by natural organisms for gripping irregular objects (e.g., rocks), but their artificial counterparts show less adaptation in the same situation. In addition, they can require complex sensing and control systems… read more here.
Keywords: contact triggered; suction; suction cup; adaptive soft ... See more keywords