Posts

Oct-31-2022 - Monday Daily Update - Mohammad Elkady

  Daily Update - Mohammad Elkady - (Oct-31-2022) 1.   What did I do today? Today, I did the setup for the batch simulation and worked on a Python code for the production profiles 2.   What did I find interesting/Work on? I did the setup for the batch simulation on the four different desktops and now they are ready to start. We are just waiting on the files uploading to synchronize between the four desktops through OneDrive and it is expected to start very soon.   The other thing I worked on is a python code to extract all the required production profiles from the simulations files to train the regression models on it. I am still trying to figure that out. 3.   What will I do next?  Next, I will start the batch simulations and I will learn more about time series regression to build the regression model required  

Oct-21-2022 - Friday Daily Update - Mohammad Elkady

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  Daily Update - Mohammad Elkady - (Oct-21-2022) 1.   What did I do today? Today, I worked on the Property generator Python code. 2.   What did I find interesting/Work on? I did address the two problems I had with that set of codes which were: ·       Dependency between the properties ·       Be sure that the mid-layer always has better properties Example of the generated text files: As we can see, the middle layers always have higher porosity and permeability and lower connate water saturation than the top and down layers. Also, when we have high porosity at each layer, we get high permeability and lower water saturation. 3.   What will I do next?  Next, I will address the oscillation problem by creating a new model to check my input parameters.  

Oct-20-2022 - Thursday Daily Update - Mohammad Elkady

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  Daily Update - Mohammad Elkady - (Oct-20-2022) 1.   What did I do today? I have worked on the property generator code. 2.   What did I find interesting/Work on? To solve the narrow production profile, we worked on having a wider range for our porosity and in turn the permeability and water saturation. Attached below is the new range for the porosity values: As we can notice the range now is from 2% to 14%, unlike the old one which was from 3% to 9%. For the permeability range, it was changed by changing the porosity as it’s a function of porosity but also, changed some factors in its correlation to be:   So the distribution of the permeability turns out to be: For the water saturation, we faced an issue with low porosity values. We got unrealistic values that are higher than 100% so we had to put a threshold of 80% water saturatio...