TOPICS OF INTEREST
DATA AND INFORMATION MANAGEMENT
Anadarko’s Digital Legacy Offers a Template for Others
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.
Data Mining of Hidden Danger in Operational Production
The value of hidden-danger data stored in text can be revealed through an approach that can help sort and interpret information in an ordered way not used previously in safety management.
Data-Driven Management Strategy Can Reduce Environmental Effect of Production Plants
This paper highlights the results of a test campaign for a tool designed to predict the short-term trends of energy-efficiency indices and optimal management of a production plant.
Analytics Firm: Permian Fracturing Work Underreported by 21% in 2018
Findings from Kayrros suggest the average Permian well is both less productive and more expensive than reflected in public data.
Permian Basin Frac Hit Notification System Under New Management
First developed as a proprietary system by a large Permian Basin operator, this hydraulic fracturing schedule exchange will be run by a data company and opened up to the entire North American shale sector.
Baker Hughes Adds an AI Option
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.
Built on Several New Tools, Marathon’s Digital Oilfield is Maturing
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.
How Southeast Asian Upstream Operators Are Digitalizing
Malaysia’s Petronas, Shell Malaysia, and Thailand’s PTTEP are now in the midst of full-scale digital adoption. The companies are beginning to see results, but none is counting on a “big bang” in development of the technology soon.
Surface Drilling Data Can Help Optimize Fracture Treatment in Real Time
This paper presents a unique work flow that addresses in real time the challenges of perforation and fracture-treatment design while accounting for the lithologic and stress variability along the wellbore and its surroundings.
Digital Transformation Increases Value in an Omani Thermal EOR Asset
A thermal asset in Oman is characterized by a large-scale steam-drive/cyclic-steam-soak development project, underpinned by extensive data gathering.
Industry Dives into UK’s New Oil and Gas Data Hub
Some 3,000 people and counting intrigued by UK oil and gas data have signed up for access to the country’s new National Data Repository. What motivated the OGA to make the data available to the public, and what can the public do with the data?
Digital Transformation at BP is Starting to Add Up to Billions
Analytics, sensors, and robots are changing the way one of the world’s largest oil and gas companies does business. Underpinning all the new technology though is a shift in how BP thinks, and what it means to be a supermajor in the 21st century.
OTC Event Selects 10 Startups Worth Watching
The results are in. Here are this year’s “Most Promising” startups as decided by upstream investors and oil company innovation teams
Real-Time Analytics Improves Process Safety in a Drilling-Contractor Operations Center
This paper explains how an ultradeepwater drilling contractor is applying real-time analytics and machine learning to leverage its real-time operations center to improve process safety and performance.
Data Is Not Scarce, but Oil Companies Hoard It as if It Were
A growing number of oil industry leaders are saying that data sharing across the industry is needed, but change is coming slowly.
Machine Learning Optimizes Duvernay Shale-Well Performance
This paper discusses how machine learning by use of multiple linear regression and a neural network was used to optimize completions and well designs in the Duvernay shale.
Ghawar vs. Permian Basin: Is There Even a Comparison?
While some try to put the two enormous oil producers toe-to-toe, the best thing to do might be to understand why they are different.
Three Big Numbers Shaping the Global Crude Picture
Take a quick look at some of the data points shaping upstream headlines and the movement of oil supplies around the world.
Souped-Up Search Engines Wrangle Drilling, Completions Data
Fed by big data loads from big operators, a university consortium and software firm are each working to make upstream data access as quick and easy as a Google search.
Integrating Geomechanical Data Optimizes Completions Design
This paper demonstrates how engineers can take advantage of their most-detailed completions and geomechanical data by identifying trends arising from past detailed treatment analyses.
UK Releases 130 Terabytes of Oil and Gas Data
Data from the UK Oil and Gas Authority’s new data repository cover 12,500 offshore wellbores, 5,000 seismic surveys, and 3,000 pipelines.
Is the Cloud Mature Enough for High-Performance Computing?
Data volumes are growing at an exponential rate. How can high-performance computing solutions help operators manage these volumes? Will faster, stronger processors and cloud computing solutions be the answer?
Chesapeake Teams With Analytics Firm To Improve Asset Performance
The Oklahoma City independent has a new-look portfolio and new operational and financial priorities. And now it has enlisted an energy research firm to leverage advanced analytics and machine learning to help get the most out of its assets.
To Solve Frac Hits, Unconventional Engineering Must Revolve Around Them
The struggle to overcome the challenge of frac hits has led to a critical dialogue about which pathway the shale sector should take. One idea is to simply put the problem at the center of every major decision.
The Oil and Gas Chat Bots Are Coming
The technology is being proven in millions of phones and homes across the world. Now, a small group of software startups wants to introduce chat bot technology to oil and gas professionals.
Equinor Opens Digital Support Centers in Bid to Create $2 Billion in Value
Two new centers in Bergen, Norway will lean on emerging digital technology to oversee much of the Norwegian operator’s offshore operations.
Fighting Water With Water: How Engineers Are Turning the Tides on Frac Hits
If the shale sector’s most complex problem can be solved, it will require companies to use their wells as a team. Newly detailed field work shows that a good defense is the key to success.
Predictive-Maintenance Approach Uses Machine Learning To Increase Efficiency
This paper focuses on compressor systems associated with major production deferments. An advanced machine-learning approach is presented for determining anomalous behavior to predict a potential trip and probable root cause with sufficient warning to allow for intervention.
Stochastic Work Flow Bridges Gap Between Subsurface and Surface Disciplines
This paper presents an unbiased stochastic data-driven work flow in which surface and subsurface uncertainties are accounted for and their effects on facilities design and operational decisions are quantified.
Shell Picks a Digital Platform To Build Its AI Future Upon
The international major has been playing with intelligent programs for years, but this new deal shows that it is now ready to scale those efforts up to cover hundreds of thousands of pieces of equipment.
Seeq’s Focus on Time-Series Data Draws in Chevron, Shell, and Pioneer
The 5-year-old software startup is getting noticed by the oil and gas industry for its ability to accelerate analytics projects by taking care of all the tedious work involved with data wrangling.
BP and Startup Beyond Limits Try To Prove That Cognitive AI Is Ready for Oil and Gas
BP has invested more than $100 million into nine different startup companies in the past 2 years—but only one of them wants to turn your brain into a piece of its software.
Face-Detection Algorithm Handles Big Data To Help Identify Candidates for Restimulation
This paper demonstrates the viability of a production-data-classification approach adapted from real-time face detection for identifying restimulation candidates.
Simulation Algorithm Benefits by Connecting Geostatistics With Unsupervised Learning
A new geostatistics modeling methodology that connects geostatistics and machine-learning methodologies, uses nonlinear topological mapping to reduce the original high-dimensional data space, and uses unsupervised-learning algorithms to bypass problems with supervised-learning algorithms.
Culture Change Needed To Realize Full Value of Digital
What does industry need to create successful ecosystems in a new digital reality? While companies identify and implement new technologies to streamline their operations, a greater focus on new cultures, skill sets, and mindsets may be necessary.
Upstream Data Can Be “a Rat’s Nest of a Mess”
Companies such as Google, Schlumberger, Shell, and Encana are working to turn the industry’s rat’s nest of data into a goldmine of insight, analysis, and technology.
WATCH: 2018 ATCE Opening Session
These days, it is all about digital. Click to find out what industry leaders from Encana, Google, Schlumberger, and Shell have to say about the ongoing transformation towards data-driven profitability.
Panel Highlights Challenges, Successes in Digital Transformation
Strides made in data analytics over the past few years have been huge. But the complexity of data, and understanding how to use them, can delay the advantages to be gained. If the benefits and methodology of data acquisition are not better explained to engineers, might implementation suffer?
What Happens When Facebook Technology Meets Oil Well Records
The same tools that make it fun and easy for you to see a friend's updates online are also pretty good at tying together unconnected databases holding valuable well information.
BP and Baker Hughes Go Live with Big Analytics on All Gulf of Mexico Platforms
What do 60,000 sensors on 1,200 pieces of equipment add up to? Hopefully, hundreds of millions of dollars in savings.
Oilfield Service Patent Contests Get Heated
From the highest courts of the US judicial branch to the C-suite, contests involving patents have recently come to the fore in the innovation hungry US oilfield services industry, even as filings and litigation have declined in recent years.
Equinor To Employ Permanent Reservoir Monitoring at Arctic, North Sea Fields
The technology will provide Equinor a continual feed of updated reservoir information from its Johan Castberg and Johan Sverdrup fields with the aim of improving well placement, production, injection, and—ultimately—recovery.
Shell, Bluware Team up on Seismic With Video Game Tech
Video games have been seen as a big waste of time for years by parents around the globe. But now, the oil and gas industry sees the underlying technology as a big time saver.
Halliburton Aims For Better Wells With Automated Fracturing
The pressure pumping giant turns to algorithms to get better fractures and fewer problems.
Can You Measure Reservoir Depletion While Drilling?
Shale explorers run very few logs into horizontal wells, making it difficult to understand the effects of reservoir depletion in tightly spaced wells. This new technology is trying to change that.
Innovative Pressure Map Offers Insights on Frac Hits
Well-interference issues can be hard to diagnose, but this startup may be figuring that out. The data-driven process it developed can also help operators come up with more effective ways to use diverters.
Cybersecurity for Upstream Operations
This paper emphasizes the value gained by investing in cybersecurity for drilling, workover, and completion operations.
AI Firm Ambyint’s New Bakken Deal with Equinor Moves the Industry Another Step Closer to the Edge
Hundreds of rod-lift wells in North Dakota are about to get a big upgrade.
Pioneer's Analytics Project Reveals the Good and Bad of Machine Learning
A recent research effort has shown that the digital journey is full of stumbling blocks. Just like humans, advanced computing technology will get some things right and some things wrong.
Big Leaps Still to Come in Unconventional Technology
Today’s advancements in unconventional technology are worth marveling over, but there is still plenty of room for growth.
Equinor Invests in Two Gas-Focused Tech Startups
Venture groups spend their time evaluating hundreds of companies each year to only make a handful of investments. These two cover interesting ends of the upstream spectrum: aerial drones and downhole artificial lift.
Oil Prices Set To Rise This Year, Then Fall Back
Supply growth into next year is projected to outpace global demand, bringing markets once again into a state of relative imbalance.
Equinor Releases Subsurface and Production Data From NCS Field
The Norwegian operator’s disclosure marks the first time all subsurface and production data from a field on the NCS will be available for public viewing.
Old CaTS Technology Learns a New Trick
Acquiring data from an abandoned subsea well has been done before, but never quite like this.
Time To Enlist in the Analytics Army
Some operating companies are now enlisting engineers as foot soldiers in their analytics army. It is not required yet, but those looking to get ahead would be wise to get involved.
Qualification of Biopolymer in an Offshore Single-Well Test
A single-well polymer-injection and back-production test has been performed in an oil and gas field offshore Norway. The objective of the test was to verify at field conditions the properties measured in the laboratory for the biopolymer schizophyllan.
Finding Meaning, Application for the Much-Discussed "Digital Twin"
An increasingly buzzy term tossed around at industry events, “digital twin” is leveraging data analytics, machine learning, and artificial intelligence to improve efficiencies from design to decommissioning.
AR Headsets Give Oil and Gas Sector the Quicker Fix
Wearable computers are turning heads in the oil and gas industry and appear to be on a trajectory for widespread adoption.
University Group Lists “Most Promising” Oil & Gas Startups of the Year
Being a startup in oil and gas isn’t always easy, and so it is nice when you get noticed at the industry’s largest gathering, the Offshore Technology Conference. Learn about 10 new companies that industry insiders say are the ones to watch in 2018.
How ConocoPhillips Solved its Big Data Problem
Unconventional operators are finally beginning to use to their advantage the nearly endless stream of data they’ve collected over the years. ConocoPhillips explains how it has seen real improvements in its operations by removing data friction and opening up access across typical work silos.
Will Blockchain Become the New Operational Backbone in Energy?
Energy companies are looking to distributed ledger technology—otherwise known as blockchain—to help navigate the complex transactional systems that make up their operations. What is blockchain, and what makes it valuable to our industry?
Total, Google Cloud to Team on AI for Upstream
Total is expanding its development and use of artificial intelligence to bolster its exploration work, collaborating with Google Cloud—which is stepping up its presence in the oil and gas industry.
Another View: People Strategies Need To Keep Up With Rapid Digitalization
The world is digitalizing all around us. Within the energy sector, the lower-price environment since 2014 has increased the pace of change and the scope of digital integration. But, are you bringing your people strategy along?
How is Industry Finding the Next Generation of New Technologies?
The process of finding, developing, and testing new technology can be as complicated as the technology itself—especially at a time when operators have little tolerance for risk.
Industry’s New Generation Adds Skills But Faces Challenges
The newcomers to exploration are digital natives arriving at companies that need their skills to mine underused hordes of data. But those looking to get ahead have a lot to learn.
Statoil, ABB Among Companies Pushing Integrated Operations Initiatives
Statoil’s integrated operations center on the Norwegian continental shelf is one of several initiatives operators and service companies have set in motion to improve condition monitoring and maximize production on their assets.
Acquisition With Autonomous Marine Vehicles: Field Test
The feasibility test conducted offshore Abu Dhabi demonstrated the successful and safe deployment, seismic-data acquisition, and retrieval capabilities of the AMV and 3D sensor array.
Zepeda Touts Mexican Upstream Industry’s ‘New Information Market,’ Constitutional Resiliency
CNH President Juan Carlos Zepeda discusses the role of information management in Mexican energy reform and what lies ahead for the monumental industry transformation in an election year.
Need for Reserves Replacement Drives Exploration Investment
Despite an abundance of discovered resources, most companies are still running at unsustainable reserves replacement levels, necessitating further investment in exploration of conventional and unconventional reservoirs.
Well-Performance Study Integrates Empirical Time/Rate and Time/Rate/Pressure Analysis
The purpose of the complete paper is to create a performance-based reservoir characterization by use of production data (measured rates and pressures) from a selected gas-condensate region within the Eagle Ford Shale.
Data Ownership Questions Dog Drilling Automation
Drilling relies on complex webs of wired machines generating enormous amounts of data that need to be shared. But getting the appropriate data in the right hands is a problem.
Further Technological Advancement, Standardization Needed To Maintain Subsea Viability
Obstacles remain to keeping offshore development competitive with its onshore counterpart. Can the industry advance technology at a pace where the subsea segment will see a resurgence?
Technique Blends Dimensionless Numbers and Data Mining To Predict Recovery Factors
This study shows that dimensionless numbers, together with data-mining techniques, can predict field behavior in terms of recovery factor for sparse data sets.
Proxy-Based Metamodeling Optimization of Gas-Assisted-Gravity-Drainage Process
Unlike continuous gas injection and water-alternating-gas injection, gas-assisted gravity drainage (GAGD) takes advantage of the natural segregation of reservoir fluids to provide gravity-stable oil displacement.
Natural-Language-Processing Techniques for Oil and Gas Drilling Data
This paper presents a method to compare the distribution of hypothesized and realized risks to oil wells described in two data sets that contain free-text descriptions of risks.
Petroleum Data Analytics
While many other industries have experienced tremendous benefits over the last few decades, adoption of data-driven analytics is still young in the oil and gas sectors. However, many challenges for full adoption exist in our industry.
Drive for Innovative Technologies Leads Industry to Unconventional Sources
Emerging technologies from medical science and the aerospace industry could have a disruptive impact on oil and gas operations. A panel of scientists looked into these technologies and discussed their potential role in the industry.
Making Money in Oilfield Innovation Requires a Good Idea, Execution, Timing, and an Exit Strategy
Making money on drilling innovation requires finding a technology that solves a significant problem, executing a good plan, and getting out while still ahead.
Data Aggregation and Distribution With Human Factors Incorporated
Researchers have developed a drilling-data-aggregation and -distribution system that seamlessly integrates all forms of data, file types, and communication protocols and incorporates human-factors engineering in the design.
Clouds are Forming Around the Upstream Sector, and That’s a Good Thing
No longer considered a buzz phrase, cloud computing has made converts of the largest oil companies, and now the smaller ones are next.
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08 August 2019
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