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Keywords: natural language
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Proceedings Papers
Complex Risk Assessment of Offset Wells Using Cognitive Analysis
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24705-MS
... of machines to study complex industrial activity such as drilling and completions described in natural language and to apply reasoning and logic to automatically, and accurately provide quantitative analytics for faster well design as well as an expanded study of risk in historical wells, leading to lower...
Proceedings Papers
Use of Natural Language Processing and Computer Vision in Deep Learning for Equipment Failure Investigation on Drilling Tools
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24706-MS
... information) present significant challenges to traditional methods of incident classification and contextual understanding and are labor-intensive and error-prone. This paper addresses these challenges by proposing an approach that harnesses natural language processing (NLP) and computer vision techniques...
Proceedings Papers
A Report Generation System for Well Logging Industry Based on Large Language Model and Retrieval Augmented Generation
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Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24775-EA
... the transformative potential of customized LLMs, capable of generating reports in just 10 minutes—compared to 4 hours manually—thereby revolutionizing labor-intensive processes and significantly improving work efficiency in the well logging industry. deep learning geologist well logging natural language...
Proceedings Papers
Application of Self-Supervised Autonomous Agent Framework With Growing Scheme for Digital Transformation of Elder/Existed Well Potentials Discovery
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24776-MS
... outcomes in detailed existed-well assessment tasks. agent geology geologist rock type artificial intelligence arxiv natural language application accuracy mechanism large language model manuscript deep learning machine learning interpretation agent framework curve reconstruction...
Proceedings Papers
NextGenAI-Driven Enhanced Observability & Security Suite for Edge Computing Fleet
Available to Purchase
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24800-MS
..., and service quality across geographically distributed drilling sites. deep learning artificial intelligence agent machine learning drilling operation vector database edge device procedure agent system automation enhanced observability & security suite sre team natural language database...
Proceedings Papers
Implementation of Artificial-Intelligence-Powered Tools in Data Processing for Well Time Estimation and Risk Analysis in Mexico and Ecuador Projects
Available to PurchaseS. Szlapa, C. Douy, P. Sesboue, J. Erives, J. Telles, A. A. Benavides Delgado, J. Paccha, F. Gori, A. Mani, N. Essmat, O. Azuara
Paper presented at the International Petroleum Technology Conference, February 18–20, 2025
Paper Number: IPTC-24852-EA
... and gas industry. geology well type artificial intelligence geologist prediction international petroleum technology conference time prediction application monte carlo simulation time estimation process natural language engineer ai tool implementation selection machine learning...
Proceedings Papers
Limitations of Language Models in The Oil & Gas Upstream Operations
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23649-EA
... Abstract Language models has powered a lot of applications and developments in the past years in different domains. One language model that became popular in the recent years is BERT which is used as a base for many different natural language processing tasks such as classification and question...
Proceedings Papers
LLMs, Embeddings and Indexing Pipelines to Enable Natural Language Searching on Upstream Datasets
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23626-EA
... Abstract Large Language Models (LLMs) are attracting an enormous amount of interest at the moment in many domains. Their general nature, and ability to "understand" natural language, has already stimulated multiple areas of research at our company. Here we successfully demonstrate a Natural...
Proceedings Papers
AI Based Unstructured Document Geotagging Solution
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23650-MS
... of these unstructured documents and their proper characterization with respect to E&P domain objects remain a significant challenge. To address this issue, we developed an - "AI-based unstructured document geotagging solution" that utilizes text mining, optical character recognition ( OCR ), natural language...
Proceedings Papers
Production Forecasting and History Matching of Hydraulically Fractured Reservoirs Using a Pressure Depletion Volume (PDV) Method
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23764-MS
... fracturing artificial intelligence large language model equation compressibility coefficient petroleum science shale gas mudstone weijermar interference international petroleum technology conference iptc-23764-ms chatbot machine learning natural language coefficient fracture pearson...
Proceedings Papers
Clear Skies Ahead: Optimizing Operations Through Large Language Models and AI to Reduce Emissions and Costs for a Regional NOC
Available to PurchaseJimmy Thatcher, Assilkhan Amankhan, Morgan Eldred, Abhijith Suboyin, Carsten Sonne-Schmidt, Abdul Rehman
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23334-MS
... and sustainability through digital technologies. air emission operation artificial intelligence natural language climate change large language model helicopter reduction helicopter operation algorithm efficiency optimization offshore operation llm ghg emission consumption scheduling offshore...
Proceedings Papers
Navigating the Seas of Sustainability: A Study on Maritime Scope 3 Emissions Through Digital Innovation
Available to PurchaseKris Vedat, Benjamin Neal, Morgan Eldred, Carsten Sonne-Schmidt, Abhijith Suboyin, Jimmy Thatcher, Abdul Rehman
Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23401-MS
Proceedings Papers
Enhancing Predictive Maintenance in an Oil & Gas Refinery Using IoT, AI & ML: An Generative AI Solution
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-23466-MS
... operational conditions and corresponding healthy sounds across various operating modes. The primary mechanism that downstream operators have started leveraging Generative AI today is through intelligent chatbot interfaces that process natural language text and based on the index created over large corpus...
Proceedings Papers
Off-The-Shelf IoT Gateways as a Viable Alternative to Traditional HMI Devices
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Paper presented at the International Petroleum Technology Conference, February 12, 2024
Paper Number: IPTC-24344-MS
... functionality internet of things natural language iot gateway requirement architecture hardware international conference foundation integration disruption utilization operation international petroleum technology conference transition Introduction The modern industrial landscape is evolving...
Proceedings Papers
Correcting Classified Activities with Natural Language Processing
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Paper presented at the International Petroleum Technology Conference, February 21–23, 2022
Paper Number: IPTC-22057-EA
... and subcodes can be used to extract structured data out of the drilling reports for reporting purposes. machine learning natural language artificial intelligence drilling operation upstream oil & gas classification correcting classified activity drilling report natural language processing...
Proceedings Papers
Application of Lightning Breakdown Simulation in Inversion of Induced Fracture Network Morphology in Stimulated Reservoirs
Available to PurchaseZhao Hui, Sheng Guanglong, Huang Luoyi, Zhong Xun, Fu Jingang, Zhou Yuhui, Ma Jialing, Ruan Jiayu, Hu Zhouxiang, Sun Shumin
Paper presented at the International Petroleum Technology Conference, March 23–April 1, 2021
Paper Number: IPTC-21157-MS
... network morphology. The approach in this paper provides a theoretical basis for flow simulation of stimulated reservoirs and optimization of fracture networks. natural language artificial intelligence hydraulic fracturing complex reservoir upstream oil & gas fracture tip fractal index...
Proceedings Papers
Energy Query Language - An Oil and Gas Domain Query Language for Big Data Analytics in Real-Time Data Streaming
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Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-20235-MS
... requirements including big data analytics, EQLS is future-proof. real time system data mining natural language Artificial Intelligence big data Upstream Oil & Gas query language domain query language ETP eql operation workflow application eql query query energy query language...
Proceedings Papers
Cavings Morphology Analysis: A Critical Geomechanical Tool in Optimizing Drillability
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Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19981-MS
... to avoid breakouts related to chemical instability or shear failure even though the pore pressure profile may not necessarily require any further increase in the mud weight. Reservoir Characterization natural language wellbore integrity Artificial Intelligence drilling fluids and materials...
Proceedings Papers
Data Mining of Hidden Danger in Enterprise Production Safety and Research of Hidden Danger's Model Conversion
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Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19485-MS
... through Natural language processing (NLP), and then use the data mining method to excavate the rules information. First of all, the words in the text are recombined through technologies such as Chinese word segmentation, part-of-speech labeling, named entity recognition and the like, the word...
Proceedings Papers
A Brief Survey of Text Mining Applications for the Oil and Gas Industry
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Paper presented at the International Petroleum Technology Conference, March 26–28, 2019
Paper Number: IPTC-19382-MS
... their effectiveness in information retrieval from textual databases from various sources. Moreover, the situational types where each technique may be beneficial are explored. machine learning natural language Artificial Intelligence Upstream Oil & Gas text mining application classification drilling...
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