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Keywords: information
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Proceedings Papers

Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214463-MS
... indicators of deterioration or failure patterns in hydraulic fracturing equipment, as listed above in section ‘Understanding equipment failures’, we first must assess what information is necessary to help assess the condition and measure or infer deterioration. Identifying the appropriate method...
Proceedings Papers

Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214474-MS
... and subsurface time-lapse measured surveillance data. history matching saturation permeability united states government modeling & simulation workflow calibration timestep asia government saudi arabia government history equation porosity dash-sim history information upstream oil...
Proceedings Papers

Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214462-MS
... of a root cause prior to an ESP failure but it aims to automate the DIFA process and reduce manual efforts in performing such an analysis once an ESP fails ( Karnik et. al. 2021 ). ESP specification information was collected from ESP tracking spreadsheets, this information includes well name, run number...
Proceedings Papers

Paper presented at the SPE Symposium Leveraging Artificial Intelligence to Shape the Future of the Energy Industry, January 17–18, 2023
Paper Number: SPE-214465-MS
... parameter in well construction. Abstract The drilling industry is permanently seeking to reduce operational costs by improving the efficiency of the drilling process. The complexity and uncertainty of the drilling process and limited information during the well construction lead to difficulty...
Proceedings Papers

Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208661-MS
... a GLM based on vibration data using machine learning methods. To predict the gas content, information on flow rate, engine operating parameters have been used as well as vibration data at specific positions on the ESP. It has been determined that, using artificial neural networks, the gas volume...
Proceedings Papers

Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208648-MS
...Introduction The basic feedforward artificial neural network (ANN) is one of the most commonly used data-driven methods for prediction problems. It consists of interconnected neurons transferring information to each other and characterized by weights, biases, and non-linear activation...
Proceedings Papers

Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208649-MS
... language upstream oil & gas operating condition electrical submersible pump prognostic efficiency artificial intelligence accuracy information esp workflow health monitoring natural language processing sme replacement health signal identification petroleum engineer operation algorithm...
Proceedings Papers

Paper presented at the SPE Symposium: Artificial Intelligence - Towards a Resilient and Efficient Energy Industry, October 18–19, 2021
Paper Number: SPE-208658-MS
... the information content of the variable. Binning was used to standardize time dependent and depth dependent variables so that meaningful comparisons could be made between time series elements and depth series elements. Model and Results The modeling process took place within a larger framework that served...
Proceedings Papers

Paper presented at the SPE Intelligent Oil and Gas Symposium, May 9–10, 2017
Paper Number: SPE-187468-MS
... is illustrated in this paper. Statistics is a strong tool to turn information or data into knowledge when used with care and physical understanding of the cause-effect relation between attributes and the outcome. Unfortunately, historical data and learnings from the past cannot be used in an efficient way...
Proceedings Papers

Paper presented at the SPE Intelligent Oil and Gas Symposium, May 9–10, 2017
Paper Number: SPE-187936-MS
... by the information of how unhealthy the state is by providing the probability of poor health. Since the expected value has been computed from a (usually small) number of other machine parameters, it is generally possible to lay blame on some other measurement. This gives assistance to the human engineer receiving...
Proceedings Papers

Paper presented at the SPE Intelligent Oil and Gas Symposium, May 9–10, 2017
Paper Number: SPE-187930-MS
... well model tuned by representative production tests and controlled by real time data, enhances oil back allocation process. real time system Artificial Intelligence drillstem/well testing information approach enhance performance curve optimization problem inflow performance correlation...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176757-MS
... for its manipulation needs to be documented as well. Trusted data means that each member of the team trusts each other's methodology to transform data into information. An enabler is the generation of meta-data to encapsulate this logic with the shared output. Such fresh approaches to data validation...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176754-MS
... Abstract A lot has changed since Process Control Systems (PCS) were isolated and provided very specific functions based on proprietary closed vendor based solutions. In the early 1990's, and with evolution of Information Technology, PCS started taking higher leaps toward integration and open...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176762-MS
... performance and data quality, implementation of Smart Metering is associated with cost reduction and more efficient way of working / solving problems. Reservoir Surveillance Flow data RMM production control flow metering expertise information Specialist production data data quality Upstream...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176755-MS
... time data time data noise sensor data dataset data quality Saudi Aramco case study Saudi Arabia government summarize representation drilling hook load society of petroleum engineers knowledge management summarization information Introduction For any business, data has been one...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176798-MS
... Aramco and populated with data from thousands of wells. The Drilling Real Time Data Viewer (DRTDV) is a unique plotting engine that acts as a pure WITSML Client Application to access the Data in the DRTDH. This viewer presents drilling data and information from all service companies in a standard...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176813-MS
... IO facilitates highly efficient communications for both data transfer and people interaction, which enables remote diagnostics and conferencing, resulting in high quality quick decision making, using the best expertise and information. IO in projects is achieved through the application...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176768-MS
... with increasing number of control lines. This limits the ability to have an optimal segmentation along the wellbore in many cases. Another important challenge that our industry faces is in effectively using real-time monitoring data to make informed decisions and take required actions efficiently. Traditionally...
Proceedings Papers

Paper presented at the SPE Middle East Intelligent Oil and Gas Conference and Exhibition, September 15–16, 2015
Paper Number: SPE-176779-MS
... control system segmentation information ic environment communication control system application server cyber security critical infrastructure operation requirement network segmentation vulnerability protection proprietary technology incident attacker threat EXECUTIVE SUMMARY...

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