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Predict Brent Oil Price by LSTM

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#1.importing data from yahoo for 2001 to 2021 df = web.DataReader( 'BZ=F' , data_source= 'yahoo' , start= '2001-01-01' , end= '2021-06-30' ) df = df.reset_index() #2. format date data to appropriate format df[ 'Date' ]=pd.to_datetime(df[ 'Date' ], format= "%b %d, %Y" )  df Date High Low Open Close Volume Adj Close 0 2007-07-30 76.529999 75.440002 75.849998 75.739998 2575.0 75.739998 1 2007-07-31 77.169998 75.669998 75.699997 77.050003 3513.0 77.050003 2 2007-08-01 77.059998 74.860001 77.000000 75.349998 3930.0 75.349998 3 2007-08-02 76.209999 74.269997 75.220001 75.760002 6180.0 75.760002 4 2007-08-03 76.000000 74.529999 75.389999 74.750000 4387.0 74.750000 ... ... ... ... ... ... ... ... 3412 2021-06-24 75.769997 74.519997 75.370003 75.559998 26664.0 75.559998 3413 2021-06-25 76.209999 74.949997 75.610001 76.180000 31417.0 76.180000 3414 2021-06-28 76.589996 74.519997 76.1...

The Modified Muskat Plot Method for Interference Interpretation: Cased study for Lower Oligocene reservoir, offshore Viet Nam

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Le Minh Vu The heterogeneity is a major factor affecting oil recovery efficiency, especially in marginal fields. This heterogeneity is expressed through the sand connection and the compartment. The producers of this object often have a high-pressure decline. Assessing the degree of connection between blocks through interference is necessary. This result will help to optimize the development plan to achieve maximum oil recovery. In this article, the author will synthesize the design process and interference analysis. This process has been developed and applied practically at X field, the lower Oligocene reservoir. The results of the evaluation are based on dynamic data.  An assessment of the fault seal capacity is beyond this study. The Lower Oligocene reservoir belongs to X Field, offshore Vietnam. This is a saturated oil reservoir which is a thin oil rim and a gas cap on the top. The results of the interfering evaluation have indicated that the reservoir is divided by fractur...

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