BOOKS - Machine Learning and Flow Assurance in Oil and Gas Production
Machine Learning and Flow Assurance in Oil and Gas Production - Bhajan Lal March 12, 2023 PDF  BOOKS
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Machine Learning and Flow Assurance in Oil and Gas Production
Author: Bhajan Lal
Year: March 12, 2023
Format: PDF
File size: PDF 22 MB
Language: English



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Book Machine Learning and Flow Assurance in Oil and Gas Production Introduction: In the twenty-first century, the oil and gas industry has witnessed a significant shift towards the use of digital or artificial intelligence methods to achieve fast results without thorough training. This trend has led to the development of machine learning techniques that have proven to be effective in predicting flow assurance issues. As a result, flow assurance engineers and industries need to adapt to these new technologies to remain competitive and avoid production stoppages, pipeline damage, economic losses, and loss of human lives. This book provides a comprehensive guide to the use of machine learning in flow assurance, covering all aspects of hydrates, wax, asphaltenes, scale, and corrosion management.
Book Machine arning and Flow Assurance in Oil and Gas Production Введение: В двадцать первом веке в нефтегазовой отрасли произошел значительный сдвиг в сторону использования методов цифрового или искусственного интеллекта для достижения быстрых результатов без тщательного обучения. Эта тенденция привела к разработке методов машинного обучения, которые доказали свою эффективность в прогнозировании проблем обеспечения потока. В результате инженерам по обеспечению бесперебойного потока и отраслям промышленности необходимо адаптироваться к этим новым технологиям, чтобы оставаться конкурентоспособными и избегать остановок производства, повреждений трубопроводов, экономических потерь и гибели людей. Эта книга содержит исчерпывающее руководство по использованию машинного обучения в обеспечении потока, охватывающее все аспекты гидратов, воска, асфальтенов, отложений и управления коррозией.
Book Machine arning and Flow Assurance in Oil and Gas Production Introduction : Au XXIe siècle, l'industrie du pétrole et du gaz a connu un changement important vers l'utilisation des techniques d'intelligence artificielle ou numérique pour obtenir des résultats rapides sans formation approfondie. Cette tendance a conduit au développement de méthodes d'apprentissage automatique qui se sont avérées efficaces pour prédire les problèmes d'approvisionnement en flux. En conséquence, les ingénieurs de la fluidité et les industries doivent s'adapter à ces nouvelles technologies pour rester compétitifs et éviter les arrêts de production, les dommages aux pipelines, les pertes économiques et les pertes en vies humaines. Ce livre fournit des conseils exhaustifs sur l'utilisation de l'apprentissage automatique dans la fourniture de flux, couvrant tous les aspects des hydrates, de la cire, des asphaltènes, des sédiments et de la gestion de la corrosion.
Book Machine arning and Flow Assurance in Oil and Gas Production Introducción: En el siglo XXI se produjo un cambio significativo en la industria del petróleo y el gas hacia el uso de técnicas de inteligencia digital o artificial para obtener resultados rápidos sin un aprendizaje cuidadoso. Esta tendencia ha llevado al desarrollo de técnicas de aprendizaje automático que han demostrado ser eficaces en la predicción de problemas para asegurar el flujo. Como resultado, los ingenieros de flujo ininterrumpido y las industrias necesitan adaptarse a estas nuevas tecnologías para mantenerse competitivos y evitar paradas de producción, d en los oleoductos, pérdidas económicas y pérdidas de vidas. Este libro contiene una guía exhaustiva sobre el uso del aprendizaje automático en la provisión de flujo, cubriendo todos los aspectos de hidratos, cera, asfalto, sedimentos y control de corrosión.
Book Machine arning and Flow Assurance in Oil and Gas Producition Introdução: No século XXI, a indústria de petróleo e gás teve uma mudança significativa no uso de métodos de inteligência digital ou artificial para alcançar resultados rápidos sem um treinamento cuidadoso. Esta tendência levou ao desenvolvimento de técnicas de aprendizagem de máquinas que provaram ser eficazes na previsão de problemas de fluxo. Como resultado, os engenheiros de fluxo ininterrupto e as indústrias precisam se adaptar a essas novas tecnologias para se manterem competitivos e evitar a interrupção da produção, danos nas condutas, perdas econômicas e mortes. Este livro contém um guia abrangente sobre o uso do aprendizado de máquinas para fornecimento de fluxo, que abrange todos os aspectos de hidratos, cera, asfalto, sedimentos e controle de corrosão.
Buchtitel: Machine arning and Flow Assurance in Oil and Gas Production Einleitung: Im einundzwanzigsten Jahrhundert gab es in der Öl- und Gasindustrie einen bedeutenden Wandel hin zum Einsatz digitaler oder künstlicher Intelligenztechniken, um ohne gründliches Training schnelle Ergebnisse zu erzielen. Dieser Trend hat zur Entwicklung von Methoden des maschinellen rnens geführt, die sich bei der Vorhersage von Flow-Provisioning-Problemen als wirksam erwiesen haben. Infolgedessen müssen sich Ingenieure für einen reibungslosen Ablauf und Industrien an diese neuen Technologien anpassen, um wettbewerbsfähig zu bleiben und Produktionsausfälle, Rohrleitungsschäden, wirtschaftliche Verluste und den Verlust von Menschenleben zu vermeiden. Dieses Buch enthält eine umfassende Anleitung zum Einsatz von maschinellem rnen bei der Bereitstellung von Strömung, die alle Aspekte von Hydraten, Wachs, Asphaltenen, Ablagerungen und Korrosionsmanagement abdeckt.
Book Machine arning and Flow Assurance in Oil and Gas Production Wprowadzenie: W XXI wieku nastąpiła znaczna zmiana w przemyśle naftowym i gazowym w kierunku wykorzystania technik cyfrowej lub sztucznej inteligencji w celu osiągnięcia szybkich wyników bez rygorystycznego szkolenia. Tendencja ta doprowadziła do rozwoju technik uczenia maszynowego, które okazały się skuteczne w przewidywaniu problemów z zapewnieniem przepływu. W rezultacie inżynierowie zapewniający przepływ i branże muszą dostosować się do tych nowych technologii, aby zachować konkurencyjność i uniknąć zamknięć produkcji, uszkodzeń rurociągów, strat gospodarczych i strat w życiu. Ta książka zapewnia kompleksowy przewodnik po wykorzystaniu uczenia maszynowego w zapewnieniu przepływu, obejmujący wszystkie aspekty hydratów, wosku, asfaltenów, osadów i zarządzania korozją.
Book Gater: Machine arning and Flow Assurance in Oil and Gas Production Introduction: המאה העשרים ואחת ראתה שינוי משמעותי בתעשיית הנפט והגז לקראת שימוש בשיטות של בינה דיגיטלית או מלאכותית כדי להשיג תוצאות מהירות ללא הכשרה קפדנית. מגמה זו הובילה לפיתוח שיטות למידת מכונה שהוכחו כיעילות בחיזוי בעיות הבטחת זרימה. כתוצאה מכך, מהנדסי הזרימה והתעשיות צריכים להסתגל לטכנולוגיות חדשות אלה כדי להישאר תחרותיים ולהימנע מהפסקות ייצור, נזקי צינור, הפסדים כלכליים ואובדן חיים. ספר זה מספק מדריך מקיף לשימוש בלימוד מכונה בהבטחת זרימה, המכסה את כל ההיבטים של הידראטים, שעווה, אספלטינים, משקעים וניהול קורוזיה.''
Kitap Adı: Petrol ve Gaz Üretiminde Makine Öğrenimi ve Akış Güvencesi Giriş: Yirmi birinci yüzyıl, petrol ve gaz endüstrisinde, titiz bir eğitim almadan hızlı sonuçlar elde etmek için dijital veya yapay zeka tekniklerinin kullanılmasına yönelik önemli bir değişim gördü. Bu eğilim, akış güvencesi problemlerini tahmin etmede etkili olduğu kanıtlanmış makine öğrenme tekniklerinin geliştirilmesine yol açmıştır. Sonuç olarak, akış güvencesi mühendisleri ve endüstrileri, rekabetçi kalabilmek ve üretim kesintilerini, boru hattı hasarlarını, ekonomik kayıpları ve can kayıplarını önlemek için bu yeni teknolojilere uyum sağlamalıdır. Bu kitap, hidratlar, balmumu, asfaltenler, tortu ve korozyon yönetiminin tüm yönlerini kapsayan akış güvencesinde makine öğrenimini kullanmak için kapsamlı bir rehber sunmaktadır.
عنوان الكتاب |: التعلم الآلي وضمان التدفق في إنتاج النفط والغاز مقدمة: شهد القرن الحادي والعشرون تحولًا كبيرًا في صناعة النفط والغاز نحو استخدام تقنيات الذكاء الرقمي أو الاصطناعي لتحقيق نتائج سريعة دون تدريب صارم. أدى هذا الاتجاه إلى تطوير تقنيات التعلم الآلي التي أثبتت فعاليتها في التنبؤ بمشاكل ضمان التدفق. ونتيجة لذلك، يحتاج مهندسو وصناعات ضمان التدفق إلى التكيف مع هذه التقنيات الجديدة لتظل قادرة على المنافسة وتجنب إغلاق الإنتاج وأضرار خطوط الأنابيب والخسائر الاقتصادية والخسائر في الأرواح. يقدم هذا الكتاب دليلًا شاملاً لاستخدام التعلم الآلي في ضمان التدفق، ويغطي جميع جوانب الهيدرات والشمع والأسفلتين والرواسب وإدارة التآكل.
책 제목: 석유 및 가스 생산 소개에서 기계 학습 및 흐름 보증: 21 세기는 석유 및 가스 산업에서 엄격한 훈련없이 빠른 결과를 달성하기 위해 디지털 또는 인공 지능 기술을 사용하는 방향으로 크게 변화했습니다. 이러한 추세는 흐름 보증 문제를 예측하는 데 효과적인 것으로 입증 된 머신 러닝 기술의 개발로 이어졌습니다. 결과적으로 흐름 보증 엔지니어와 산업은 경쟁력을 유지하고 생산 중단, 파이프 라인 손상, 경제적 손실 및 인명 손실을 피하기 위해 이러한 새로운 기술에 적응해야합니다. 이 책은 수화물, 왁스, 아스팔텐, 퇴적물 및 부식 관리의 모든 측면을 다루는 유량 보증에서 기계 학습을 사용하는 포괄적 인 안내서를 제공합니다.
Book Title:石油とガスの生産における機械学習とフロー保証の概要:21世紀は、石油とガス産業がデジタルまたは人工知能技術を使用して厳格なトレーニングなしで迅速な結果を達成することに大きな変化を遂げています。この傾向は、フロー保証の問題を予測するのに効果的であることが証明された機械学習技術の開発につながっています。その結果、フロー保証エンジニアや業界は、競争力を維持し、生産停止、パイプラインの損傷、経済的損失、生命の喪失を回避するために、これらの新しい技術に適応する必要があります。この本は、水和物、ワックス、アスファルテン、堆積物、腐食管理のすべての側面を網羅した、フロー保証における機械学習の使用に関する包括的なガイドを提供します。
書名:石油和天然氣生產中的機器學習和流動保證介紹:在21世紀,石油和天然氣行業發生了重大轉變,即使用數字或人工智能技術在不經過認真培訓的情況下實現快速結果。這種趨勢導致了機器學習技術的發展,這些技術在預測流量保證問題方面已被證明是有效的。因此,不間斷流量工程師和行業需要適應這些新技術,以保持競爭力並避免生產中斷,管道損壞,經濟損失和生命損失。本書提供了有關機器學習在流動保證中的使用的詳盡指南,涵蓋了水合物,蠟,瀝青,沈積物和腐蝕管理的各個方面。

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