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Emulación de un pozo de petróleo y gas utilizando Logix AI

Aproveche la IA de Logix para integrar datos sintéticos de pozos de petróleo y gas y desarrollar modelos representativos que puedan implementarse en Studio 5000 y Logix Echo para la puesta en marcha virtual y la representación del rendimiento del pozo. - [Tiempo de Implementacíon: 60 minutos]
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La inteligencia artificial ha sido un habilitador en la industria de Oil & Gas, particularmente sobre las conficiones de un mercado altamente caracterizado por la volatilidad de los precios e incremento en la presión para reducir los costos operativos y consumo. La solución basada en AI soporta ambas on-shore y off-shore para la optimización de eficiencia energética, mejora la producción en equipos de superficie y pozos, y producción avanzada a través de un mejor control de parámetros como Sedimentos y Agua, BSW por sus siglas en ingles

En este contexto, el desarrollo de modelos predictivos para sensores inferenciales es un enfoque estratégico para mejorar la monitorización y la toma de decisiones en tiempo real. Estos modelos permiten estimar variables críticas de producción y yacimiento—incluyendo volumen de petróleo, tasa total de líquido, volumen de gas, corte de agua, nivel dinámico de fluidos y presión en el yacimiento—sin depender exclusivamente de sensores físicos, reduciendo así el CAPEX, OPEX y el riesgo operativo, manteniendo la fiabilidad de la producción.

¿Qué hace esta aplicación?

La emulación del Volumen de Petróleo, en un pozo de Petróleo y Gas, es muy importante porque se utilizará para la puesta en marcha virtual y la representación del rendimiento del pozo, así como escenarios como una caja de arena para la formación de los operadores. La implementación utiliza el modelo de un Logix AI para la representación del volumen de aceite, FT Studio 5000 para la emulación y FT Logix Echo para representar el controlador.

Características generales

Una emulación de un pozo de petróleo y gas, con un enfoque en el volumen de petróleo, ofrece las siguientes características:

  • La identificación del VOI es el volumen de petróleo en [m3/día]
  • La selección de la Entrada 1 es el volumen del líquido {m3/día]
  • La selección de la Entrada 2 es el volumen de gas [m3/día]
  • La selección de la entrada 3 es volumen de gas Volumen de agua [m3/día]

Ventajas

  • Muestra el uso de Logix AI.
  • Acelera la puesta en marcha virtual y el rendimiento del Oil Volumen en pozos de petróleo y gas.
  • Muestra escalabilidad y repetibilidad para adaptarse a diversos entornos industriales.
  • Permitir modificaciones ágiles y precisas según las necesidades cambiantes.
  • Optimiza el rendimiento en términos de eficiencia y productividad.
 
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Si necesita ayuda con alguna aplicación o tiene comentarios acerca del Innovation Center, por favor contáctenos.

 

¿Esta aplicación es relevante para mí?

La predicción del volumen de petróleo usando Logix AI es útil, porque se usará para emular una puesta en marcha virtual y el rendimiento del volumen de petróleo.

 
 

¿Cómo puedo hacerlo funcionar?

Requisitos: productos, herramientas y conocimientos previos.

Hardware

  • 1756-L85EP

Software

  • Studio 5000 - Versión 37
  • FactoryTalk Logix Echo - Versión 3.00.00
  • FT Logix AI FactoryTalk® Analytics LogixAI ® 

Conocimientos Previos

  • Productos: Logix AI, Studio 5000 y LogixEcho
  • Herramientas: Studio 5000, FT LogixEcho y FT Logix AI
 

Enlaces de interés (internos o externos)

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Guía de Implementación

 
Open All Close All
Paso 1
 

Revisa los datos sintéticos históricos en un archivo .xlm

 
oil-gas-well-emulation-using-logix-ai_1_Historical_Synthetic_Data_Oil_and_Gas_Well.png

oil-gas-well-emulation-using-logix-ai_1_Historical_Synthetic_Data_Oil_and_Gas_Well.png

Paso 2
 

Abre el portal de IA de Logix.

oil-gas-well-emulation-using-logix-ai_2_Open_Logix_AI.png

oil-gas-well-emulation-using-logix-ai_2_Open_Logix_AI.png

Paso 3
 

Selecciona  "Conduct Experiment" (Realizar experimento), resaltado en azul.

oil-gas-well-emulation-using-logix-ai_3_Create_an_Experimental_Model_ highlighted in blue.png

oil-gas-well-emulation-using-logix-ai_3_Create_an_Experimental_Model_ highlighted in blue.png

Paso 4
 

Selecciona "Template", resaltado en azul.

oil-gas-well-emulation-using-logix-ai_4_template_highlighted_in_blue.png

oil-gas-well-emulation-using-logix-ai_4_template_highlighted_in_blue.png

Paso 5
 

Revisa el archivo "template.csv" 

oil-gas-well-emulation-using-logix-ai_5_template_csv_file.png

oil-gas-well-emulation-using-logix-ai_5_template_csv_file.png

Paso 6
 

Toma los datos de Historical_Sintetic_Data_Oil_&_Gas_Well y vuelve a colocar los cambios realizados en el archivo plantilla, será así:

oil-gas-well-emulation-using-logix-ai_6_6_ data_from_de_Historical_Sintetic_Data_Oil_and_Gas_Well.png

oil-gas-well-emulation-using-logix-ai_6_6_ data_from_de_Historical_Sintetic_Data_Oil_and_Gas_Well.png

Paso 7
 

Guarda el archivo, como "Oil_Gas_Well_Logix_AI".

oil-gas-well-emulation-using-logix-ai_7_ Oil_Gas_Well_Logix_AI.png

oil-gas-well-emulation-using-logix-ai_6_6_ data_from_de_Historical_Sintetic_Data_Oil_and_Gas_Well.png

Paso 8
 

Selecciona el archivo CHOOSE (Elegir), la plataforma de IA Logix será así:

oil-gas-well-emulation-using-logix-ai_8_ Select the file CHOOSE, the Logix AI platform will be look like this.png

oil-gas-well-emulation-using-logix-ai_8_ Select the file CHOOSE, the Logix AI platform will be look like this.png

Paso 9
 

Nombra el archivo como “Oil_Gas_Well_Logix_AI” y selecciona “Begin Experiment” (Iniciar experimento), resaltado en  azul.

oil-gas-well-emulation-using-logix-ai_9 Begin Experiment.png

oil-gas-well-emulation-using-logix-ai_9 Begin Experiment.png

Paso 10
 

El Experimento de IA Logix| Oil_Gas_Well_Logix_AI, será así:

oil-gas-well-emulation-using-logix-ai_10_The Logix AI Experiment.png

oil-gas-well-emulation-using-logix-ai_10_The Logix AI Experiment.png

Paso 11
 

Información

oil-gas-well-emulation-using-logix-ai_11_Information_Contributing.png

oil-gas-well-emulation-using-logix-ai_11_Information_Contributing.png

Paso 12
 

Información

oil-gas-well-emulation-using-logix-ai_12_Information_Not_Contributing.png

oil-gas-well-emulation-using-logix-ai_12_Information_Not_Contributing.png

Paso 13
 

Vista de cálculo

oil-gas-well-emulation-using-logix-ai_13_Calculation_View.png

oil-gas-well-emulation-using-logix-ai_13_Calculation_View.png

oil-gas-well-emulation-using-logix-ai_1_Historical_Synthetic_Data_Oil_and_Gas_Well.png

oil-gas-well-emulation-using-logix-ai_1_Historical_Synthetic_Data_Oil_and_Gas_Well.png
oil-gas-well-emulation-using-logix-ai_2_Open_Logix_AI.png

oil-gas-well-emulation-using-logix-ai_2_Open_Logix_AI.png
oil-gas-well-emulation-using-logix-ai_3_Create_an_Experimental_Model_ highlighted in blue.png

oil-gas-well-emulation-using-logix-ai_3_Create_an_Experimental_Model_ highlighted in blue.png
oil-gas-well-emulation-using-logix-ai_4_template_highlighted_in_blue.png

oil-gas-well-emulation-using-logix-ai_4_template_highlighted_in_blue.png
oil-gas-well-emulation-using-logix-ai_5_template_csv_file.png

oil-gas-well-emulation-using-logix-ai_5_template_csv_file.png
oil-gas-well-emulation-using-logix-ai_6_6_ data_from_de_Historical_Sintetic_Data_Oil_and_Gas_Well.png

oil-gas-well-emulation-using-logix-ai_6_6_ data_from_de_Historical_Sintetic_Data_Oil_and_Gas_Well.png
oil-gas-well-emulation-using-logix-ai_7_ Oil_Gas_Well_Logix_AI.png

oil-gas-well-emulation-using-logix-ai_7_ Oil_Gas_Well_Logix_AI.png
oil-gas-well-emulation-using-logix-ai_8_ Select the file CHOOSE, the Logix AI platform will be look like this.png

oil-gas-well-emulation-using-logix-ai_8_ Select the file CHOOSE, the Logix AI platform will be look like this.png
oil-gas-well-emulation-using-logix-ai_9 Begin Experiment.png

oil-gas-well-emulation-using-logix-ai_9 Begin Experiment.png
oil-gas-well-emulation-using-logix-ai_10_The Logix AI Experiment.png

oil-gas-well-emulation-using-logix-ai_10_The Logix AI Experiment.png
oil-gas-well-emulation-using-logix-ai_11_Information_Contributing.png

oil-gas-well-emulation-using-logix-ai_11_Information_Contributing.png
oil-gas-well-emulation-using-logix-ai_12_Information_Not_Contributing.png

oil-gas-well-emulation-using-logix-ai_12_Information_Not_Contributing.png
oil-gas-well-emulation-using-logix-ai_13_Calculation_View.png

oil-gas-well-emulation-using-logix-ai_13_Calculation_View.png
 

Emulación de un pozo de petróleo y gas utilizando Logix AI

Versión 1.0 - Septiembre de 2026

 
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