Zobrazeno 1 - 10
of 1 270
pro vyhledávání: '"soft sensing"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract In the process of penicillin fermentation, there is a strong nonlinear relationship between the input eigenvector and multiple output vectors, which makes the prediction accuracy of the existing model difficult to meet the requirements of ch
Externí odkaz:
https://doaj.org/article/3c7838aea33e4ac19eab55883cd46dc7
Publikováno v:
Energy Science & Engineering, Vol 12, Iss 3, Pp 1041-1058 (2024)
Abstract Distributed photovoltaic (PV) power plants often lack solar irradiance monitoring devices, significantly hindering crucial functions such as power forecasting, fault diagnosis, and performance calculation for distributed PV. To address this
Externí odkaz:
https://doaj.org/article/f11f78716b1e47579d0bef0a9a61a9a8
Autor:
Hui Liu, Guihao Zhang
Publikováno v:
EAI Endorsed Transactions on Energy Web, Vol 11 (2024)
This paper reviews the current state of research in data analytics and machine learning techniques, focusing on their applications in process industrial manufacturing, particularly in control and optimization. Key areas for future research include se
Externí odkaz:
https://doaj.org/article/4987c61e8e3f4da3ab91a0483cbba2bc
Autor:
Chi-Hin Mak, Yingqi Li, Kui Wang, Mengjie Wu, Justin Di-Lang Ho, Qi Dou, Kam-Yim Sze, Kaspar Althoefer, Ka-Wai Kwok
Publikováno v:
Advanced Intelligent Systems, Vol 6, Iss 2, Pp n/a-n/a (2024)
Optical waveguides create interesting opportunities in the area of soft sensing and electronic skins due to their potential for high flexibility, quick response time, and compactness. The loss or change of light intensities inside a waveguide can be
Externí odkaz:
https://doaj.org/article/ae6526c1ed024d8d8f6c995063226c95
Publikováno v:
Advanced Intelligent Systems, Vol 5, Iss 10, Pp n/a-n/a (2023)
Soft sensing technologies provide a novel alternative for state estimation in wearables and robotic systems. They allow one to capture intrinsic state parameters in a highly conformable manner. However, due to the nonlinearities in the materials that
Externí odkaz:
https://doaj.org/article/c32eeb43e3624c57ab0a08205bccbc01
Publikováno v:
You-qi chuyun, Vol 41, Iss 12, Pp 1395-1403 (2022)
In view of the problems of great difficulty, high cost and low reliability in obtaining the operation data on the key state variables of production system in offshore natural gas fields, research on soft sensing was carried out, and a dynamic data-dr
Externí odkaz:
https://doaj.org/article/8f223f280dcf4d389fa256a998fa3d96
Publikováno v:
Energy Reports, Vol 8, Iss , Pp 15221-15233 (2022)
Soft sensors often estimate product quality variables that are difficult to measure in real time. However, strong nonlinearity and dynamic and time-varying characteristics lead to poor prediction performance of soft sensors for the photovoltaic power
Externí odkaz:
https://doaj.org/article/bbec6807778c4d20bba049c0c6d9b9dc
Publikováno v:
Advanced Intelligent Systems, Vol 5, Iss 7, Pp n/a-n/a (2023)
Manipulation strategies based on the passive dynamics of soft‐bodied interactions provide robust performances with limited sensory information. They utilize the kinematic structure and passive dynamics of the body to adapt to objects of varying sha
Externí odkaz:
https://doaj.org/article/27f9ebf9e0294266a32be9c5230576c5
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