Study of wax disappearance temperature using multi-solid thermodynamic model
Abstract Wax deposition inside pipeline and process equipment is a major problem in oil industry. In this study, a multi-solid thermodynamic model was developed to predict wax disappearance temperature (WDT). Paraffinic–naphthenic–aromatic (PNA) analysis was performed and two correlations were intro...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
SpringerOpen
2018-06-01
|
Series: | Journal of Petroleum Exploration and Production Technology |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1007/s13202-018-0480-1 |
id |
doaj-dff14efb88874fb2815cf3d0c9fa2ecf |
---|---|
record_format |
Article |
spelling |
doaj-dff14efb88874fb2815cf3d0c9fa2ecf2020-11-24T20:59:03ZengSpringerOpenJournal of Petroleum Exploration and Production Technology2190-05582190-05662018-06-019143744810.1007/s13202-018-0480-1Study of wax disappearance temperature using multi-solid thermodynamic modelMojtaba Mansourpoor0Reza Azin1Shahriar Osfouri2Amir Abbas Izadpanah3Chemical Engineering Department, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf UniversityPetroleum Engineering Department, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf UniversityChemical Engineering Department, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf UniversityChemical Engineering Department, Faculty of Petroleum, Gas and Petrochemical Engineering, Persian Gulf UniversityAbstract Wax deposition inside pipeline and process equipment is a major problem in oil industry. In this study, a multi-solid thermodynamic model was developed to predict wax disappearance temperature (WDT). Paraffinic–naphthenic–aromatic (PNA) analysis was performed and two correlations were introduced for fusion properties of these species. In addition, WDT of 12 Iranian oil and condensate samples were measured using viscometry and differential scanning calorimetry (DSC) techniques. Experimental data of multi-component and ternary systems were utilized for validation of the model. It was observed that measured WDT by viscometry method is higher compared to DSC. Statistics analysis shows that DSC technique has lower average absolute relative error (AARE) and standard uncertainty compared to viscometry. Results show that the AARE of the model for ternary systems is 0.52% which is much lower among the previous developed thermodynamic models. In addition, AARE of the new model for 68 data was calculated about 0.23%, and R-square of model prediction was calculated about 0.97. The cumulative distribution function also indicates that P50 values are almost the same for model and experimental data. These results show that the model has a good accuracy. In addition, the accuracy of model increases as the average carbon number of oil mixtures increases. Finally, it was found that PNA analysis and distribution of each component in its sub-fractions have a considerable effect on the model accuracy.http://link.springer.com/article/10.1007/s13202-018-0480-1Wax depositionWax disappearance temperatureMulti-solid modelingViscometry methodDifferential scanning calorimetryPNA analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Mojtaba Mansourpoor Reza Azin Shahriar Osfouri Amir Abbas Izadpanah |
spellingShingle |
Mojtaba Mansourpoor Reza Azin Shahriar Osfouri Amir Abbas Izadpanah Study of wax disappearance temperature using multi-solid thermodynamic model Journal of Petroleum Exploration and Production Technology Wax deposition Wax disappearance temperature Multi-solid modeling Viscometry method Differential scanning calorimetry PNA analysis |
author_facet |
Mojtaba Mansourpoor Reza Azin Shahriar Osfouri Amir Abbas Izadpanah |
author_sort |
Mojtaba Mansourpoor |
title |
Study of wax disappearance temperature using multi-solid thermodynamic model |
title_short |
Study of wax disappearance temperature using multi-solid thermodynamic model |
title_full |
Study of wax disappearance temperature using multi-solid thermodynamic model |
title_fullStr |
Study of wax disappearance temperature using multi-solid thermodynamic model |
title_full_unstemmed |
Study of wax disappearance temperature using multi-solid thermodynamic model |
title_sort |
study of wax disappearance temperature using multi-solid thermodynamic model |
publisher |
SpringerOpen |
series |
Journal of Petroleum Exploration and Production Technology |
issn |
2190-0558 2190-0566 |
publishDate |
2018-06-01 |
description |
Abstract Wax deposition inside pipeline and process equipment is a major problem in oil industry. In this study, a multi-solid thermodynamic model was developed to predict wax disappearance temperature (WDT). Paraffinic–naphthenic–aromatic (PNA) analysis was performed and two correlations were introduced for fusion properties of these species. In addition, WDT of 12 Iranian oil and condensate samples were measured using viscometry and differential scanning calorimetry (DSC) techniques. Experimental data of multi-component and ternary systems were utilized for validation of the model. It was observed that measured WDT by viscometry method is higher compared to DSC. Statistics analysis shows that DSC technique has lower average absolute relative error (AARE) and standard uncertainty compared to viscometry. Results show that the AARE of the model for ternary systems is 0.52% which is much lower among the previous developed thermodynamic models. In addition, AARE of the new model for 68 data was calculated about 0.23%, and R-square of model prediction was calculated about 0.97. The cumulative distribution function also indicates that P50 values are almost the same for model and experimental data. These results show that the model has a good accuracy. In addition, the accuracy of model increases as the average carbon number of oil mixtures increases. Finally, it was found that PNA analysis and distribution of each component in its sub-fractions have a considerable effect on the model accuracy. |
topic |
Wax deposition Wax disappearance temperature Multi-solid modeling Viscometry method Differential scanning calorimetry PNA analysis |
url |
http://link.springer.com/article/10.1007/s13202-018-0480-1 |
work_keys_str_mv |
AT mojtabamansourpoor studyofwaxdisappearancetemperatureusingmultisolidthermodynamicmodel AT rezaazin studyofwaxdisappearancetemperatureusingmultisolidthermodynamicmodel AT shahriarosfouri studyofwaxdisappearancetemperatureusingmultisolidthermodynamicmodel AT amirabbasizadpanah studyofwaxdisappearancetemperatureusingmultisolidthermodynamicmodel |
_version_ |
1716784012589006848 |