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Earlier this year, 19 teams competed in a machine-learning contest held by the Data Analytics Study Group of SPE’s Gulf Coast Section. The was the first competition of its kind for SPE. Here, the organizers of the contest present some of the techniques used and lessons learned from the Machine Learning Challenge 2021.
“What is the drilling state” has become an important question among data scientists and automation experts. The simplest definition of a complicated concept is that it is what the driller is doing at the time.
SPE is accepting applications for its annual Energy Startup Competition. The deadline for applications is 2 July.
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A growing volume of free data and reports from US shale fracturing test sites is available, with more on the way. -
Fuel is being delivered to the US East Coast again after hackers infiltrated the company’s operation. Colonial reportedly paid a $5-million ransom.
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The two companies have agreed to team up so their most-valued drilling-automation programs can be used together easily. The relationship has shined a bright light on drilling automation.
The Society of Petroleum Engineers (SPE) and the American Association of Petroleum Geologists (AAPG) announced today that the two organizations are exploring the possibility of becoming one.
The paper examines the potential for larger and more-complex facilities to be converted to a mostly unattended status.
The service company announced that it will collaborate with Amazon Web Services to deploy its software, anchored by its Delfi Petrotechnical Suite, in the cloud.
Amir Husain sat down with OTC Live to present the trajectory of artificial intelligence and how it will change the face of oil and gas.
Fourteen technologies from 14 companies around the world were selected, including five companies receiving small business recognition.
The launch in Europe in mid-April of a new gas cloud imaging system from US technology company Honeywell will reveal the ability of artificial intelligence systems to improve safety at oil and gas installations.
Big data analytics is a big deal right now in the oil and gas industry. This emerging trend is on track to become an industry best practice for good reason: It improves exploration and production efficiency.
This August, energy professionals around the world will have the opportunity to connect with key decision-makers buying, selling, and trading prospects and world-renowned innovators advancing scientific and technological expertise in offshore resources.
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The scale of the recent Colonial Pipeline ransomware attack demonstrates why cyber risk should be assessed as a business risk by organizations’ C-suite, going beyond the narrower view of IT/OT network risk. -
Airborne drones with magnetometers have worked well in trials and are ready for more widespread use, potentially revealing thousands of previously unknown wells. -
To develop improved predictive models of complex real-world problems, one needs to pursue a balanced perspective. Ultimately, the physics we know needs to rely on data to unmask the physics that we do not yet know. -
Fluid identification, a critical process in fluid sampling, continues to be a challenge in temperatures above 350°F. At temperatures up to 450°F, fluid identification is currently achieved by bubblepoint and compressibility measurements, which cannot quantitatively measure contamination levels of the sample fluid. A possible solution involves using pyroelectric detect…
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Case studies demonstrate how an autonomous outflow-control device prevents growth and excessive fluid injection into thief/fracture zones and maintains a balanced or prescribed injection distribution. -
The risk-management firm is teaming up with academia and a robotics specialist for a research project focused on automatic processing of data gathered by autonomous and remote-controlled vehicles. -
This paper discusses the development and commissioning of one of the first fields in the UAE to be operated remotely. The designed and applied technology facilitated unmanned operation of the field from downhole to export. -
Dynamic simulation has proved an effective tool throughout the lifecycle of the deepwater Appomattox project, in large part because of implementation at an early stage.
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Being able to deploy machine learning applications at the edge is the key to unlocking a multibillion-dollar market. TinyML is the art and science of producing machine-learning models frugal enough to work at the edge, and it's seeing rapid growth.
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SPYDR, MetaRock team up with Pioneer Natural Resources for a pilot program in the Permian Basin to test real-time fluid monitoring.
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Saudi Aramco is accelerating the adoption and scaleup of disruptive and multipurpose robotic technologies to deliver safer, cost-effective, and efficient inspection capabilities, emergency response, aerial mapping, project monitoring, security surveillance, and environmental monitoring.
