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Data driven approaches to production management

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Monitoring and managing oil and gas production and technologies for improving outputs can be enhanced by using the real-time data that is provided by the sensors in modern wells[1].


Production data






  1. "Technical Session 3: Data-Driven Approaches to Production Management." - 2014 Conference Programme. 1 Apr. 2014. Web.

Noteworthy papers in OnePetro

Akil, I., Das, K., Yunusov, M., & Figueroa, M. (2014, March 27). Permanent Downhole Flow Metering Improves Reservoir Management in Subsea Environment: A North Sea Case Study. Society of Petroleum Engineers. doi:10.2118/167914-MS

Bello, O., Ade-Jacob, S., & Yuan, K. (2014, April 1). Development of Hybrid Intelligent System for Virtual Flow Metering in Production Wells. Society of Petroleum Engineers. doi:10.2118/167880-MS

Bello, O., & Asafa, T. (2014, April 1). A Functional Networks Softsensor for Flowing Bottomhole Pressures and Temperatures in Multiphase Production Wells. Society of Petroleum Engineers. doi:10.2118/167881-MS

Farid, K., Bhatti, K., Dassinger, J., Fudickar, B., Fuge, C., Gartrell, K., … Nichols, D. (2014, April 1). Production Data Management and Surveillance in Shale Operations. Society of Petroleum Engineers. doi:10.2118/167863-MS

Goh, K.-C., Moncur, C. E., Van Overschee, P., & Briers, J. (2007, January 1). Production Surveillance And Optimization With Data Driven Models. International Petroleum Technology Conference. doi:10.2523/11647-MS

Haldipur, P., & Metcalf, G. D. (2008, January 1). Virtual Metering Technology Field Experience Examples. Offshore Technology Conference. doi:10.4043/19525-MS

Jahangiri, H. R., Adler, C., Shirzadi, S., Bailey, R., Ziegel, E., Chesher, J., & White, M. (2014, April 1). A Data-Driven Approach Enhances Conventional Reservoir Surveillance Methods for Waterflood Performance Management in the North Sea. Society of Petroleum Engineers. doi:10.2118/167849-MS

Loseto, M., Bagci, A. S., Gilbert, R., & Chacon-Fonseca, J. R. (2010, January 1). Virtual Flowrate Metering in Subsea Producers & Injectors Enables Integrated Field & Reservoir Management: Don Development Case Study. Society of Petroleum Engineers. doi:10.2118/128678-MS

Oberwinkler, C. P., Mayfield, D., Dixon, D., & Holland, J. (2006, June 1). Automated Production Surveillance. Society of Petroleum Engineers. doi:10.2118/96645-PA

Thakur, G. C. (1991, October 1). Waterflood surveillance Techniques - A Reservoir Management Approach. Society of Petroleum Engineers. doi:10.2118/23471-PA

Van Der Linden, R., Reijn, H., Munoz, E., de Wolff, F., & Renes, W. (2010, January 1). Real-Time Intelligent Production Monitoring of a North Sea Asset. Society of Petroleum Engineers. doi:10.2118/128300-MS

Ziegel, E., Shirzadi, S., Wang, S., Bailey, R., Griffiths, P., Ghuwalela, K., … Johnson, D. (2014, April 1). A Data-Driven Approach to Modelling and Optimization for a North Sea Asset Using Real-Time Data. Society of Petroleum Engineers. doi:10.2118/167850-MS

External links

Mishra, Dr. Srikanta, Dr. Luigi Saputelli, and Shahab Mohaghegh. "SPE Web Events." Https:// Society of Petroleum Engineers, 8 July 2015.

See also

Use this section for links to related pages within PetroWiki, including a link to the original PEH text where appropriate