MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION
Predictive modelling through machine learning is utilized to accurately determine the predictive variables for a given target variable in the operation of a Vacuum Distillation Unit in a lubricant base oil plant. This is done by training the model using 70% of the past plant data from 2018 to 2020 a...
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| Format: | Final Year Project |
| Language: | English |
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2021
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| Online Access: | http://utpedia.utp.edu.my/id/eprint/25879/1/Thesis_Prakash%20-%20Prakash%20Saravanan.pdf http://utpedia.utp.edu.my/id/eprint/25879/ |
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oai:utpedia.utp.edu.my:258792024-02-29T06:58:37Z http://utpedia.utp.edu.my/id/eprint/25879/ MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION SARAVANAN, PRAKASH TP Chemical technology Predictive modelling through machine learning is utilized to accurately determine the predictive variables for a given target variable in the operation of a Vacuum Distillation Unit in a lubricant base oil plant. This is done by training the model using 70% of the past plant data from 2018 to 2020 and enables the model to capture the correlations between the target variables and the predictor variables. 2021-01 Final Year Project NonPeerReviewed text en http://utpedia.utp.edu.my/id/eprint/25879/1/Thesis_Prakash%20-%20Prakash%20Saravanan.pdf SARAVANAN, PRAKASH (2021) MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION. [Final Year Project] (Submitted) |
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TP Chemical technology SARAVANAN, PRAKASH MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| description |
Predictive modelling through machine learning is utilized to accurately determine the predictive variables for a given target variable in the operation of a Vacuum Distillation Unit in a lubricant base oil plant. This is done by training the model using 70% of the past plant data from 2018 to 2020 and enables the model to capture the correlations between the target variables and the predictor variables. |
| format |
Final Year Project |
| author |
SARAVANAN, PRAKASH |
| author_facet |
SARAVANAN, PRAKASH |
| author_sort |
SARAVANAN, PRAKASH |
| title |
MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| title_short |
MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| title_full |
MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| title_fullStr |
MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| title_full_unstemmed |
MACHINE LEARNING PREDICTIVE MODEL DEVELOPMENT FOR VACUUM DISTILLATION UNIT IN LUBRICANT BASE OIL PRODUCTION |
| title_sort |
machine learning predictive model development for vacuum distillation unit in lubricant base oil production |
| publishDate |
2021 |
| url |
http://utpedia.utp.edu.my/id/eprint/25879/1/Thesis_Prakash%20-%20Prakash%20Saravanan.pdf http://utpedia.utp.edu.my/id/eprint/25879/ |
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