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Keywords: knowledge
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Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208192-MS
... Competency frameworks list areas of knowledge, followed by a measure of depth of that knowledge. For example, the SPE’s minimal competency framework ranks depth of knowledge against three categories (minimum competence breadth, minimum competence depth, and above minimum competence), Figure-3 : Figure...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207365-MS
...Abstract Abstract Gaining insights from the dense network of interrelated documents involved in E&P projects requires experience, knowledge, and awareness about the existence of the required data. This framework aims to facilitate the decision-making process while consuming shorter time...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207929-MS
... the operating envelope, which enables an operator to mitigate upcoming performance problems. In addition to traditional engineering methods, such a system will capture knowledge by continuous improvement based on ML. With this approach the engineer has a system at hand to support the day-to-day work. Manual...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207766-MS
... bert query-based summarization machine learning neural network geobert knowledge geoscientist natural language processing application bert model transformer petroleum engineer natural language deep learning general-purpose text general-purpose context vector geoscience language...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207813-MS
...Abstract Abstract The most common challenge facing the oil industry in the Age of AI is talent scarcity. As digital transformation continues to redefine what it takes to work in the industry, staying relevant in the industry will require knowledge and understanding of the underlying...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207837-MS
... content. The underlying language model is generic with fair overall performance on Geosciences domains. Abstract Abstract After two years of development, the GAIA Explorer is now ready to assist Geoscientists at Total! This knowledge platform works like a little Google, but with a focus solely...
Proceedings Papers

Publisher: Society of Petroleum Engineers (SPE)
Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-208031-MS
.... For a statistical model, everything can be simply data without the need of additional knowledge. The first principle model of, for example, a compressor stage needs to work with inlet and outlet conditions. It is mandatory to represent by the data model that the data stream is, for example, a temperature...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 15–18, 2021
Paper Number: SPE-207465-MS
... of the Sultanate of Oman through many Knowledge Management (KM) activities. As the Sultanate's leading Oil and gas exploration and production company it is the central engine of the Sultanate's economy. Key to the success of our Digital KM Program has been focus on the importance of developing the human...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202764-MS
... in technologies related to the digital transformation are experts in these technologies, but without a knowledge of business and the problems that have the different sectors are unable to add any value to business. Therefore, in this paper we will explain how the best solution to address this problem is to train...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202986-MS
... are embedded into commissioning teams to support with activities while being coached and developed by skilled commissioning specialists to impart critical industry experience and knowledge. The program also had the added value of supporting In-country Value (ICV) initiatives and will ensure PDO has their own...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202669-MS
... of knowledge of minimum basic principles on how to execute an activity. If supervisors are lacking in these aspects, their leadership and the transfer of knowledge to front-liners is ineffective. Therefore, Eni Upstream developed a simple tool with the aim to determine the level of safety knowledge...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202657-MS
... production logging concentration pressure drop mathematical model machine learning reservoir surveillance reservoir simulation flow rate training data knowledge production control artificial intelligence upstream oil & gas information prediction application fluid property separation...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-202785-MS
... knowledge decision-making process millennial Within Oil & Gas industry, science engineering domains are usually segregated into several different divisions, where every division has their own emphasis resulting in different competency on skillsets. Hence, the need to develop a robust common...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 9–12, 2020
Paper Number: SPE-203254-MS
... upstream oil & gas procurement responsibility startup construction engagement consultant delivery successful startup operation execution personnel epc contractor knowledge contractor early engagement cost overrun Commissioning and startup of constructed facilities is a complex...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197386-MS
... apply it using the cloud provider of their choice by translating the concepts presented here, either to native cloud PaaS or using open source products. data mining information knowledge application big data pipeline workflow Upstream Oil & Gas data lake Implementation storage...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197329-MS
... to their job their own personal mix of skills, knowledge, experience, attitudes, motivation, habits, and personality. These individual characteristics influence behavior in complex and significant ways. Through training, employees can recognize where errors occur and use the proper tools to change their habits...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197139-MS
... and internal recycle flow. As a consequence, there was no discharge temperature alarm or casing temperature alarm to warn the operator of the prolonged operation below the surge protection limit. This paper will investigate the opportunity to redeploy such new insights by outlining a knowledge...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197602-MS
... plants has been shortened by over 40 %, and maintenance costs have been reduced by over 30 %. This paper illustrates the details of our initiatives implementing KAIZEN and digital technology and our challenges in optimizing the LNG value chain applying the KAIZEN knowledge. Other KAIZEN efforts...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197646-MS
... human machine interfaces. In addition, the oil and gas sector, as well as many other industries, experience aging staff and general turnover of operations staff, which is causing a loss of knowledge about plant behaviours. At the same time, it is well understood that plant operators frequently have...
Proceedings Papers

Paper presented at the Abu Dhabi International Petroleum Exhibition & Conference, November 11–14, 2019
Paper Number: SPE-197679-MS
...) combustion system, one of the most critical components of a Gas Turbine. It describes how the combined use of remotely-acquired operational data and different types of analytics, which represents a digital replica of the system, is used in conjunction with expert's domain knowledge to drive planned...

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