Predicting viscosity
WebJul 5, 2011 · Abstract. The viscosity of blood has long been used as an indicator in the understanding and treatment of disease, and the advent of modern viscometers allows its … WebNov 28, 2024 · Experimental data from viscosity measurements of 124 glassy slags were used to drive and develop machine learning models that could be used for direct or …
Predicting viscosity
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WebThis paper summarizes an investigation of certain operating parameters on the viscosity of petroleum emulsions. The production of crude oil is accompanied by emulsified water production, which comes along with various challenges like corroding the transport systems and catalysts poisoning during petroleum refining in the downstream. Several process … WebFeb 23, 2024 · In this paper, an extension of Takahira’s model for pure liquid metals is proposed, which permits to deal with the viscosity of liquid multicomponent alloys. Comparisons are made among simulations provided by an Arrhenius-type equation, Kaptay’s and Takahira’s models for pure metals, as well as among an Arrhenius-type equation, …
WebFeb 7, 2024 · Therefore, it is necessary to provide a predictive model that can determine the variation of biodiesel viscosity with various volume fractions and temperatures . Therefore, the current study aims to estimate the dynamic viscosity (DV) of various types of biodiesel at 313 K using machine learning models, quadratic model (QM), and multiple linear … WebModel two focused on the region that would be of significance from an industrial standpoint for the formulation used in this study. Both models showed some predictive ability with model two showing better performance. It is important to note that this study reports on preliminary work for a predictive model for the viscosity shampoo.
WebAbstract. The following equation, which describes the viscosity of methane, ethane, propane and n-butane in the vapor, liquid and dense-fluid regions for densities up to 2.4 times the critical density, is presented.The atmospheric-pressure viscosity can be reprevented satisfactorily by Sutherland's equation for which values of the necessary constants are … WebNov 28, 2024 · Experimental data from viscosity measurements of 124 glassy slags were used to drive and develop machine learning models that could be used for direct or indirect viscosity prediction. Samples were categorized according to the content of chemical components or general competitive neural network. The direct viscosity prediction using …
WebThe effect of hydrophobicity on antibody aggregation is well understood, and it has been shown that charge calculations can be useful for high-concentration viscosity and pharmacokinetic (PK) clearance predictions. In this work, structure-based charge descriptors are evaluated for their predictive p …
WebModel two focused on the region that would be of significance from an industrial standpoint for the formulation used in this study. Both models showed some predictive ability with … spiderman car coloring pagesWebMay 4, 2024 · Abstract. Secondary organic aerosol (SOA) accounts for a large fraction of submicron particles in the atmosphere. SOA can occur in amorphous solid or semi-solid … spider man caly film po polskuWebJan 1, 2000 · Accurately predicting the viscosity with a broad range of chemical diversity is still a great challenge. In this work, a protocol named Variable Force Field (VaFF) ... spiderman by the ramonesWebMar 10, 2024 · Abstract. Aerosol viscosity is determined by mixture composition and temperature, with a key influence from relative humidity (RH) in modulating aerosol water content. Aerosol particles frequently contain mixtures of water, organic compounds, and inorganic ions, so we have extended the thermodynamics-based group-contribution model … spiderman cartoon episodes for kidsWebDec 1, 1992 · @article{osti_10102423, title = {Predicting viscosities of aqueous salt mixtures}, author = {Zaltash, A and Ally, M R}, abstractNote = {Viscosity plays an important role in quantifying heat and mass transfer rates as depicted in theoretical and semi-empirical correlations. In practical problems where extreme temperatures and solute … spider-man carolyn trainer fanfictionWebSep 11, 2024 · Viscosity is considered to be a significant indicator of the metallurgical property of blast furnace (BF) slag. However, a BF is a complicated black box so that the measurement of the viscosity has a large hysteresis. A prediction model for the viscosity based on machine learning, principal component analysis (PCA) and k-nearest neighbor … spiderman car crash videosWebThe relationship between particle size distribution and viscosity of concentrated dispersions is of great industrial importance, since it is the key to get high solids dispersions or … spiderman by tom holland