Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System
Corbion Group Netherlands B.V. is a company specialized in food ingredients such as lactic acid which involves fermentation process. Thus, a system was created to monitor on real-time fermentation process in order to gain insight and control of the process. This system is called Corbion Process Anal...
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| Format: | Article |
| Language: | English |
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Petra Christian University
2021-08-01
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| Series: | JIRAE (International Journal of Industrial Research and Applied Engineering) |
| Subjects: | |
| Online Access: | http://jirae.petra.ac.id/index.php/jirae/article/view/19381 |
| _version_ | 1818471619876618240 |
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| author | Sie Ivan Hinman Siehoyono |
| author_facet | Sie Ivan Hinman Siehoyono |
| author_sort | Sie Ivan Hinman Siehoyono |
| collection | DOAJ |
| description | Corbion Group Netherlands B.V. is a company specialized in food ingredients such as lactic acid which involves fermentation process. Thus, a system was created to monitor on real-time fermentation process in order to gain insight and control of the process. This system is called Corbion Process Analysis System, or CorPAS. CorPAS covers many projects in Corbion, and in general, it extracts data from flat files, then transforms and loads the data into Power BI for data visualization. The data extraction still needs to be manually done by the users by opening the databases and copy all the data into flat files. CorPAS 2.0. was initiated to improve the previous system and add a new feature. Automated data extraction was successfully implemented with data transformation and visualization, alongside with implementation of a new feature, such as data science predictive modeling. The solution was built with R language and data visualization tool such as Power BI. |
| first_indexed | 2024-04-14T03:53:49Z |
| format | Article |
| id | doaj.art-d6b8cd894bb14ce1a4b98d17d56413c0 |
| institution | Directory Open Access Journal |
| issn | 2407-7259 |
| language | English |
| last_indexed | 2024-04-14T03:53:49Z |
| publishDate | 2021-08-01 |
| publisher | Petra Christian University |
| record_format | Article |
| series | JIRAE (International Journal of Industrial Research and Applied Engineering) |
| spelling | doaj.art-d6b8cd894bb14ce1a4b98d17d56413c02022-12-22T02:13:53ZengPetra Christian UniversityJIRAE (International Journal of Industrial Research and Applied Engineering)2407-72592021-08-015171310.9744/jirae.5.1.7-1318710Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis SystemSie Ivan Hinman Siehoyono0Petra Christian UniversityCorbion Group Netherlands B.V. is a company specialized in food ingredients such as lactic acid which involves fermentation process. Thus, a system was created to monitor on real-time fermentation process in order to gain insight and control of the process. This system is called Corbion Process Analysis System, or CorPAS. CorPAS covers many projects in Corbion, and in general, it extracts data from flat files, then transforms and loads the data into Power BI for data visualization. The data extraction still needs to be manually done by the users by opening the databases and copy all the data into flat files. CorPAS 2.0. was initiated to improve the previous system and add a new feature. Automated data extraction was successfully implemented with data transformation and visualization, alongside with implementation of a new feature, such as data science predictive modeling. The solution was built with R language and data visualization tool such as Power BI.http://jirae.petra.ac.id/index.php/jirae/article/view/19381extract, translate, loaddata visualizationdata science predictive model |
| spellingShingle | Sie Ivan Hinman Siehoyono Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System JIRAE (International Journal of Industrial Research and Applied Engineering) extract, translate, load data visualization data science predictive model |
| title | Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System |
| title_full | Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System |
| title_fullStr | Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System |
| title_full_unstemmed | Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System |
| title_short | Implementation of Data Flow, Predictive Model, and Data Visualization in Corbion Process Analysis System |
| title_sort | implementation of data flow predictive model and data visualization in corbion process analysis system |
| topic | extract, translate, load data visualization data science predictive model |
| url | http://jirae.petra.ac.id/index.php/jirae/article/view/19381 |
| work_keys_str_mv | AT sieivanhinmansiehoyono implementationofdataflowpredictivemodelanddatavisualizationincorbionprocessanalysissystem |