Weld parameter prediction using artificial neural network: FN and geometric parameter prediction of austenitic stainless steel welds
Sign Up to like & getrecommendations! Published in 2018 at "Journal of the Brazilian Society of Mechanical Sciences and Engineering"
DOI: 10.1007/s40430-017-0928-0
Abstract: A welding robotization has been used to improve the weld quality, minimize the process of trial and error, ensure process repeatability, and above all avoid the requirement for a highly qualified professional. The objective of… read more here.
Keywords: stainless steel; parameter prediction; prediction; artificial neural ... See more keywords
Synchronous multi-parameter prediction of battery systems on electric vehicles using long short-term memory networks
Sign Up to like & getrecommendations! Published in 2019 at "Applied Energy"
DOI: 10.1016/j.apenergy.2019.113648
Abstract: Abstract Voltage, temperature, and state of charge (SOC) are the main characterizing parameters for various battery faults that can cause these parameters’ abnormal fluctuations. Accurate prediction for these parameters is critical for the safe, durable,… read more here.
Keywords: battery; model; prediction battery; prediction ... See more keywords
A three-stage parameter prediction approach for low-carbon gear hobbing
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2020.125777
Abstract: Abstract Low carbonization is an inevitable pathway toward the sustainable development of gear machining. Reliable and reasonable prediction of hobbing parameters can effectively reduce energy consumption and carbon emissions. The initial value of process parameters… read more here.
Keywords: approach; prediction; stage; parameter prediction ... See more keywords
Spatio-temporal graph convolutional networks driven by data-physical fusion for parameter prediction of natural gas dehydration system
Sign Up to like & getrecommendations! Published in 2023 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/acd40d
Abstract: Triethylene glycol dehydration unit is a piece of essential device for removing moisture from raw natural gas during natural gas production. However, the existing station equipment management systems are mostly collection-oriented with little analysis, lack… read more here.
Keywords: dehydration; natural gas; graph; prediction ... See more keywords
USO DO MÉTODO DA PREDIÇÃO DE PARÂMETROS PARA PROJETAR A DISTRIBUIÇÃO DIAMÉTRICA EM FLORESTAS NATIVAS COM A FUNÇÃO WEIBULL
Sign Up to like & getrecommendations! Published in 2017 at "Ciencia Florestal"
DOI: 10.5902/1980509828670
Abstract: The objective of this study was to use the 3P (Three Parameters) Weibull Parameter Prediction method to predict the diameter distribution in a Mixed Ombrophilous forest fragment, comparing the results with predictions generated by the… read more here.
Keywords: prediction method; parameter prediction; transition matrix; method ... See more keywords