Chato Solutions
@ChatoSolutions
PROGRAMMING PETROLEUM ENGINEERING DATA SCIENCE http://www.chatosolutions.com
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Normalización de datos Es el proceso de rescalar los datos de su rango original a un rango entre 0 y 1. Este método se puede emplear cuando se conocen los limites inferior y superior y los datos tienen pocos o no tienen datos anómalos (outliers). #RStats #DataScience 🧵
Ejemplo de regresión lineal en R a partir del cálculo de la función Y para la validación del experimento de liberación instantánea PVT #rstudio #RStats #regresion #pvt #yacimientos #reservoirengineering youtu.be/VOqtYMeaaZA
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#rstats Regresion lineal simple en R: calculo de función Y
Composite IPR Curves This method combine the Vogel method for oil flow and the constant productivity index for water flow. The IPR curves is determined geometrically from a equations group that consider water and oil flow. chatosolutions.com/posts/2022-07-… #reservoirengineering #rstats
Checa nuestro nuevo video sobre que definir funciones en R ejemplificado con una correlación para el cálculo de la relación gas disuelto - aceite youtu.be/ZVmmvhkuktU
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YouTube
#rstats Definición de funciones en R: cálculo de Relación gas...
Estructuras condicionales en R: calculo de presión de burbuja del petroleo youtu.be/gwgfEAnzweY
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YouTube
#rstats Estructuras condicionales en R: cálculo de presión de burbuja...
In 1942 Buckley and Leverett developed a model to describe the displacement of one fluid to another in a immiscible way. Example in R chatosolutions.com/posts/2022-06-… #petroleum #learning #learn #oil #gas #reservoirengineering
An histogram is using to represents cuantitative data distributions using a bar plot with no spaces between the columns. In this examples well core data is used, porosity and permeability chatosolutions.com/posts/2022-05-… #oil #petroleum #reservoir #rstats #histogram #petrophysics
Rock typing is the process of splitting the reservoir rock in an specific number of groups according to the petrophysical properties changes, in this example we use core data, porosity and permeability with Python chatosolutions.com/posts/2022-05-… #python #reservoirengineering #petroleum
En ocasiones es útil almacenar en un variable el objeto que genera la función para obtener sus atributos, en este caso del objeto “histogram” podemos obtener datos como los intervalos, cuantos elementos por intervalos, etc. #RStats #programacion #visualization
Vogel offered a simplified solution to computing IPR curve for two-phase flow problem, due to deviates from linear behavior at pressure less than the bubble-point pressure. R code chatosolutions.com/posts/2022-02-… #reservoir #oil #gas #reservoirengineering #petroleum #rstats
Oil material balance calculation for a model without a gas cap and aquifer: part 2 Computing and matching cummulative production and drive indeces #reservoir #oil #gas #reservoirengineering #petroleum #rstats chatosolutions.com/posts/2022-02-…
Funciones de conversión en R, transforman una variable de un tipo a otro. Por ejemplo, para transformar una variable numérica, v = 4 a tipo carácter podemos usar as.character(v). Para ver la lista de funciones de conversión ejecutamos methods(as) #RStats #programacion
Tiab’s direct synthesis (TDS) technique TDS technique was created by Tiab and provide a practical solutions using characteristic points ¿Would you like to know TDS technique with more models? chatosolutions.com/posts/2022-01-… #reservoir #oil #gas #reservoirengineering #petroleum #rstats
Material Balance example in R Oil material balance calculation for a model without a gas cap and aquifer Using #dplyr to manipulate data and add calculations, and #ggplot2 to generate diagnostic plots #reservoir #oil #gas #reservoirengineering #petroleum #RStats
Simulate well test response using analytical solutions Using Stehfest Numerical Laplace Inversion algorithm to simulate well pressure response. Post: chatosolutions.com/posts/2021-10-… #petroleum #reservoir
Define Functions in R Learn how to define an own function to eliminate repetition from code and allows code reuse. Example: Function to estimate Z - Gas compressibility factor using Papay correlation chatosolutions.com/posts/2021-11-… #oil #reservoirengineering #petroleumengineering
Pseudopressure Calculation In this example you calculate Pseudopressure practicing the generation of functions. chatosolutions.com/posts/2021-11-… #oil #petroleumengineering #petroleum #gas #reservoir
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