The large independent put together a team of data scientists, software developers, and petrotechnical staff to create a forward-looking vision for how to use digital technology to solve problems. Baker Hughes is still a GE company, but it has partnered with a second company for artificial intelligence expertise, C3.ai. The deal is expected to speed the integration of AI into oilfield operations by the company which also markets GE’s device analytics platform, Predix. Marathon Oil says its shale fields are producing more oil and gas with less hands-on work from company personnel thanks to a growing arsenal of digital technologies and workflows. Malaysia’s Petronas, Shell Malaysia, and Thailand’s PTTEP are now in the midst of full-scale digital adoption.
Kuwait Oil Company (KOC) launched the Kuwait Integrated Digital Field GC1 (KwIDF-GC1) pilot project in 2009 as an investigation into how a cross-functional and cross-domain infrastructure could be established to aid in the achievement of corporate goals set for the following two decades. The company's vision for 2030 includes a philosophical shift in the way that the country's workforce accomplishes its tasks, employing the latest technologies and work processes. The project solution integrates field instrumentation, workflows automated in software, and focused collaboration. The Burgan oil field, the second largest in the world and the largest clastic reservoir, was discovered in 1938 and commercial oil production from it began in 1946. Production peaked in 1972 at around 2,400,000 barrels per day, and declined to around 1,700,000 barrels per day by 2005 [Croft 2013, Cordahi and Critchlow 2005]. Management of the reservoir has become increasingly challenging, partly due to damage that was incurred as the Iraqi invaders set fire to the wells during their retreat in 1991.
This project is a first in the State of Kuwait to instrument oil wells with pressure and temperature gauges, multiphase water cut meters and remotely automated chokes. Automation of the field was the first step in providing the advanced technology required of this project, realizing tangible advantages in minimizing the health, safety and environmental (HSE) exposure of field personnel. Wellsite data can be read, and choke positions can be set, remotely at the gathering center without the need for field personnel to enter hazardous areas. Work processes were converted into automated digital workflows supported by advanced network modeling and nodal analysis software in a state-of-the-art collaboration center. The collaborative teams use optimization and visualization software to contribute in real time to production operations that optimize production gains. Integration of multidisciplinary teams such as field development, sub-surface, production operations and maintenance in a real-time work environment enables proactive and reliable decisions to be made much more quickly than in traditional environments with disparate work teams. This paper describes how the various technologies and work processes are used by the collaboration teams during the pilot project to increase efficiencies in oil production.
A SCADA system is employed at the gathering center (GC) that interfaces with smart wellhead controllers and instruments. The implementation is digital throughout, employing a field-level WiMAX radio system to provide fast and secure Ethernet-based communication from the GC to the wellhead. At the wellhead, digital instruments provide real-time data for wellhead pressure, flow line pressure and temperature, flow/no-flow indication, and water cut. A remotely controlled adjustable choke governs the wellhead pressure to achieve desired flow characteristics. Selected wells contain highly accurate downhole pressure and temperature gauges. All instruments and control devices are interfaced through the smart wellhead controller. A proprietary closed-loop algorithm in the smart wellhead controller receives a set-point value for desired wellhead pressure from the SCADA system. The algorithm then controls the adjustable choke to maintain the pressure in the wake of fluctuating properties of the produced fluid from the well.
Cramer, Ron (Shell Global Solutions) | Krebbers, Johan (Shell International B V) | van Oort, Eric (Shell Exploration & Production) | Lanson, Anthony Paul (Shell E&P Technology Co.) | Palermo, Robert (Shell Oil Co.) | Murthy, Ajith (Shell Global Solutions) | Duncan, Peter (MicroSeismic Inc.) | Sowell, Tim (Invensys)
The Digital Oil Field (DOF) real time data structure as applied to drilling, reservoirs, wells surface production facilities, pipelines and downstream systems has evolved as bit of a muddle with little overall design and structure and little thought given to the underlying data foundational requirements.