Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data
This paper provides an attempt for modeling rate of penetration (ROP) for an Iraqi oil field with aid of mud logging data. Data of Umm Radhuma formation was selected for this modeling. These data include weight on bit, rotary speed, flow rate and mud density. A statistical approach was applied on th...
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| Format: | Article |
| Language: | English |
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University of Baghdad/College of Engineering
2015-09-01
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| Series: | Iraqi Journal of Chemical and Petroleum Engineering |
| Subjects: | |
| Online Access: | http://ijcpe.uobaghdad.edu.iq/index.php/ijcpe/article/view/260 |
| _version_ | 1818276945073274880 |
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| author | Hassan Abdul Hadi |
| author_facet | Hassan Abdul Hadi |
| author_sort | Hassan Abdul Hadi |
| collection | DOAJ |
| description | This paper provides an attempt for modeling rate of penetration (ROP) for an Iraqi oil field with aid of mud logging data. Data of Umm Radhuma formation was selected for this modeling. These data include weight on bit, rotary speed, flow rate and mud density. A statistical approach was applied on these data for improving rate of penetration modeling. As result, an empirical linear ROP model has been developed with good fitness when compared with actual data. Also, a nonlinear regression analysis of different forms was attempted, and the results showed that the power model has good predicting capability with respect to other forms. |
| first_indexed | 2024-12-12T22:53:42Z |
| format | Article |
| id | doaj.art-7f8c81cda99c41058dc19bac4feb6764 |
| institution | Directory Open Access Journal |
| issn | 1997-4884 2618-0707 |
| language | English |
| last_indexed | 2024-12-12T22:53:42Z |
| publishDate | 2015-09-01 |
| publisher | University of Baghdad/College of Engineering |
| record_format | Article |
| series | Iraqi Journal of Chemical and Petroleum Engineering |
| spelling | doaj.art-7f8c81cda99c41058dc19bac4feb67642022-12-22T00:09:00ZengUniversity of Baghdad/College of EngineeringIraqi Journal of Chemical and Petroleum Engineering1997-48842618-07072015-09-01163Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging DataHassan Abdul HadiThis paper provides an attempt for modeling rate of penetration (ROP) for an Iraqi oil field with aid of mud logging data. Data of Umm Radhuma formation was selected for this modeling. These data include weight on bit, rotary speed, flow rate and mud density. A statistical approach was applied on these data for improving rate of penetration modeling. As result, an empirical linear ROP model has been developed with good fitness when compared with actual data. Also, a nonlinear regression analysis of different forms was attempted, and the results showed that the power model has good predicting capability with respect to other forms.http://ijcpe.uobaghdad.edu.iq/index.php/ijcpe/article/view/260operation, Rate of Penetration (ROP),Modeling |
| spellingShingle | Hassan Abdul Hadi Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data Iraqi Journal of Chemical and Petroleum Engineering operation, Rate of Penetration (ROP),Modeling |
| title | Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data |
| title_full | Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data |
| title_fullStr | Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data |
| title_full_unstemmed | Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data |
| title_short | Correlation of Penetration Rate with Drilling Parameters For an Iraqi Field Using Mud Logging Data |
| title_sort | correlation of penetration rate with drilling parameters for an iraqi field using mud logging data |
| topic | operation, Rate of Penetration (ROP),Modeling |
| url | http://ijcpe.uobaghdad.edu.iq/index.php/ijcpe/article/view/260 |
| work_keys_str_mv | AT hassanabdulhadi correlationofpenetrationratewithdrillingparametersforaniraqifieldusingmudloggingdata |