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Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 10–12, 2023
Paper Number: SPE-215265-MS
... conducted, and the results were stored in a database within a data lake. Multiple machine learning algorithms were evaluated to determine the most suitable algorithm for deployment. Python programming is subsequently initiated and deployed within the cloud service environment, and the results...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 10–12, 2023
Paper Number: SPE-215456-MS
... will also discuss the key challenges in managing the segmented well databases between well design planning and well operational records which could impair the seamless data connectivity throughout the whole well life cycle. As such, a drastic reshaping of the data landscape was required to mitigate...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205729-MS
.... Each entity has its own version of well planning database, resulting in data disagreement and lack of data integrity. Thousands of emails are being send and meetings are being organized to guarantee that operations runs well. Due to lack of trustworthy data, personnel movement or team reorganization...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205718-MS
... Exploration module in ODR handles database of Pertamina EP exploration activities. This application is called MyBasin. The purpose of MyBasin is to manage laboratory analysis and exploration drilling data, which will be ultimately utilized as input data in basin modelling. PICs...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205547-MS
... real time system upstream oil & gas process cycle efficiency drillstem testing efficiency machine learning asset and portfolio management digital solution suite big data drillstem/well testing information shripad biniwale petroleum engineer database high-frequency data objective...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 12–14, 2021
Paper Number: SPE-205642-MS
... outperforms on model testing and prediction accuracy. A database was constructed for a heterogeneous reservoir. Four widely used boosting algorithms were used on the database to predict the design only from the output of a short injection/falloff test. Feature importance analysis was done on eight output...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202226-MS
... in-house Field Benchmarking Database (‘Database’) has been built, collating a large subset of Australian offshore gas field data acquired by NOPTA from titleholders. The key datasets include field and reservoir properties, facilities data, development timelines and development costs. The Database also...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202290-MS
... information management upstream oil & gas geomechanical model knowledge management drilling data acquisition expert system information fusion engineering business application layer database offshore application establishment representation decision-making construction data management...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil & Gas Conference and Exhibition, November 17–19, 2020
Paper Number: SPE-202383-MS
...Establish Well File Database HTB UGS has a total of 30 injection-withdrawal gas wells, including 29 vertical wells and 1 horizontal well. For each well, we collected and organized 20 basic parameters in 4 categories, including reservoir properties, natural gas properties, initial conditions...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196428-MS
... of public domains and commercial databases. Utilizing and processing such data can help in making better future decisions. The aim of this work is to provide an example and demonstrate methodologies on how to collect and utilize big data to help in making better future decisions in the oils and gas industry...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196470-MS
... Data preparation took about 70 % of the project’s total time. All related databases, Excel files & operation record sheets, design sheets and data posted on the website have been collected and linked for data preparation. OCR and text analytics are then applied to extract important...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196487-MS
... that are most similar to the sleeted target. Such entire procedure was systematic and unbiased. Data mining is the process of discovering underlying patterns in large datasets through the combined efforts of modern machine learning, applied statistics, and computer database systems ( Han et al., 2011...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196459-MS
..., technical integrity risks dynamically change over time in operational phase of the facility. Therefore, it was necessary to have one centralized database to register all the technical integrity risks. The database was named AGIR (Asset Global Integrity Risk) Register. Apart from its function as a database...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196371-MS
... of collaboration database management is to create comprehensive upstream database system in an integrated portal to handle upstream data information in a relevance format based on historical and up-to-date representation data in the company. The core of data visualization is mainly supported by map and web...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196398-MS
... Service information Implementation field development optimization and planning oil field workflow initiate digital oil field application dashboard transformation data management database digital oil field society of petroleum engineers Introduction Big data has been a trend...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 29–31, 2019
Paper Number: SPE-196515-MS
..., and hybrid fracs. The hydraulic fracturing chemicals were obtained from FracFocus public record database. FracFocus data were processed then combined with production and completion data obtained from DrillingInfo database. Several data workflows were developed to classify the treatment fluid types based...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 23–25, 2018
Paper Number: SPE-191937-MS
... by creating reports and dashboards. The Database Abstract Oil and gas companies are increasingly using data analytics to improve drilling performance. This paper provides an example of using a business intelligence (BI) tool to analyze drilling data in the Permian Basin. The BI tool helped to improve...
Proceedings Papers

Paper presented at the SPE Asia Pacific Oil and Gas Conference and Exhibition, October 23–25, 2018
Paper Number: SPE-191951-MS
... Intelligence smart system template database software safe operating envelope stimulation treatment operation dashboard well integrity calculation Flow Assurance Management smart software system Upstream Oil & Gas corrosion rate software system flow assurance dashboard Introduction...
Proceedings Papers

Paper presented at the SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition, October 17–19, 2017
Paper Number: SPE-186415-MS
... the efficiency in managing well integrity. The process of transforming operational data into a form best suited visuals for analysis and reporting is essential to extract valuable insight from various datasets. Since most of the well data are resided in various sources such as different type of database...

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