Data Science & Engineering Analytics

Artificial Intelligence, machine learning, spe energy stream

View content with tag machine learning

SPE Disciplines: Data Science & Engineering Analytics > Information Management and Systems > Artificial intelligence (1.00)

Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

SPE Energy Stream

View content with tag digital transformation

spe energy stream

SPE Disciplines: Data Science & Engineering Analytics > Information Management and Systems (1.00)

Technology: Information Technology (1.00)

Emerging Technologies - SPE Energy Stream

Energy remains one of the biggest areas of investment worldwide. Streaming live from ATCE 2022, this Tech Talk discusses emerging energy technologies and spaces, the importance of R&D, and aligning investment to fit an organization's strategic business needs. Register below to watch the Tech Talk.

atce 2022, research and development, spe energy stream, technology

SPE Disciplines: Data Science & Engineering Analytics > Research and Development and Emerging Technology Programs (0.40)

Drilling's Digital Ecosystem with Tommy Sigmundstad - SPE Energy Stream

Aker BP's Senior Vice President of Drilling and Wells joins the SPE Podcast, talking to SPE's VP of Communications, Glenda Smith. In this episode, we explore recent milestones, such as drilling a nautical mile in 13 hours, as well as digitalization and automation advancements in drilling.

digital ecosystem, Drilling, spe energy stream, tommy sigmundstad, Upstream Oil & Gas

Industry: Energy > Oil & Gas > Upstream (0.83)

SPE Disciplines:

Well Drilling (0.37)
Data Science & Engineering Analytics > Information Management and Systems (0.36)

Technology: Information Technology (1.00)

AI Power – Elevating Efficiency with Advanced Rig Scheduling - SPE Energy Stream

During this SPE Live, we explore the value-addition of bringing Artificial Intelligence to rig scheduling with Owen Plowman, VP Business Development at Actenum Corporation. A simple paradigm, addressed with sophisticated data analytics, can deliver real efficiencies to operators and oil-field service companies alike. Greater transparency across the services chain coupled with rapid analysis of alternative and changing scenarios facilitates rapid reconfiguration and optimum deployment of field resources, lowering costs and accelerating returns on investment.

advanced rig scheduling, Artificial Intelligence, elevating efficiency, spe energy stream, Upstream Oil & Gas

Industry: Energy > Oil & Gas > Upstream (1.00)

SPE Disciplines: Data Science & Engineering Analytics > Information Management and Systems > Artificial intelligence (1.00)

Technology: Information Technology > Artificial Intelligence (1.00)

It's Good to Talk: Downhole Communications in Well Operations

The oil industry is notoriously conservative when it comes to adopting new technology. One of the positives of the post $100 BBL world is that innovation has been stimulated by a requirement to survive. Remotely-activated downhole tools and real-time data have existed in drilling and well-test environments, but their adoption into the completions world has been slow. Now their adoption is starting to be driven by key operators who see their value to operations and production. Distinguished Lecturer Euan Murdoch will explain the function and performance of these technologies and the roles they can fulfill.

adoption, Downhole Communication, real time system, talk, Upstream Oil & Gas, Well Operation

Industry: Energy > Oil & Gas > Upstream (0.84)

SPE Disciplines: Data Science & Engineering Analytics > Information Management and Systems (0.96)

Technology: Information Technology > Architecture > Real Time Systems (0.76)

How To Design A Good Reservoir Model

How can you tell the difference between a'good' reservoir model and a'bad' one? Distinguished Lecturer Mark Bentley draws on experiences accumulated over the last 25 years working with international and national oil companies. He draws out common themes–why some modeling and simulation outcomes are'good' and others are'bad'. Reservoir and simulation modeling capability has become a mainstream activity in petroleum engineering yet the models themselves tend to disappoint. Crucially, models and forecasts tend to be optimistic.

design, good reservoir model, presentation, reservoir simulation, Upstream Oil & Gas

Industry: Energy > Oil & Gas > Upstream (1.00)

SPE Disciplines:

Reservoir Description and Dynamics > Reservoir Simulation (0.67)
Data Science & Engineering Analytics > Information Management and Systems (0.47)

The Digital Twin for Production Optimization with Emphasis on Compositional Modeling

A digital twin is essentially a digital representation of a physical system such as a well, pump, compressor, or a series of connected items. Sometimes, machine-learning algorithms can assist in analyzing large amounts of data within domains such as preventive maintenance. The value proposition of a digital twin is to have a complete overview of all fluid streams in the production and injection network to enable automation of production capacity planning subject to current and future constraints. The digital solution must be versatile, maintainable, accurate, and with a quick turnaround time to address dynamic changes in market demand as well as the supply side down to the individual wells. Integrated asset models (IAM) have been around for the past two decades or so.

Artificial Intelligence, asset and portfolio management, compositional modeling, constraint, digital twin, emphasis, machine learning, Overview, production optimization, Upstream Oil & Gas, Versatile

Industry: Energy > Oil & Gas > Upstream (1.00)

SPE Disciplines:

Reservoir Description and Dynamics (1.00)
Data Science & Engineering Analytics > Information Management and Systems > Artificial intelligence (0.97)
Management > Asset and Portfolio Management > Integrated asset modeling (0.77)

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.97)

Democratize EHS Expertise by Building AI Models - SPE Energy Stream

EHS compliance is a critical component of every corporate strategy. Non-compliance can cost an organization millions of dollars in fines, damage its reputation, and even loss of life. Recruiting and hiring an EHS expert won't necessarily guarantee that a company will become nor maintain compliance. It requires many years of experience to identify and understand requirements. Register below to watch the Tech Talk.

Artificial Intelligence, building ai model, compliance, democratize ehs expertise, spe energy stream

SPE Disciplines:

Health, Safety, Environment & Sustainability (1.00)
Data Science & Engineering Analytics > Information Management and Systems > Artificial intelligence (0.85)

Technology: Information Technology > Artificial Intelligence (0.85)

The Importance of Peer Review - SPE Energy Stream

This SPE Live discusses peer review and its importance for petroleum engineering research. Join executive editors for SPE's peer-reviewed journals as they discuss the peer review process, why it matters, and how you can get involved as an author or technical reviewer.

importance, knowledge management, Peer Review, spe energy stream

Industry: Energy > Oil & Gas (0.98)

SPE Disciplines:

Management > Professionalism, Training, and Education > Communities of practice (1.00)
Data Science & Engineering Analytics > Information Management and Systems > Knowledge management (1.00)