Mastering Petroleum Engineering With Python From Physics To Artificial Intelligence(1st Edition)

Book details

Book Price $0 : This comprehensive guide provides a step-by-step approach to mastering key concepts and practical applications of petroleum engineering using Python. With a focus on real-world examples and coding exercises, this book equips you with the essential skills and knowledge needed to excel in the field.Key Features:- Python code snippets throughout the book for implementation and customization- In-depth coverage of reservoir, drilling, production, well testing, surface facilities, petroleum economics, and more- Application of artificial intelligence and machine learning techniques in petroleum engineering- Implementation of data analytics and big data solutions for enhanced decision-making- Exploration of sustainability and environmental impact in petroleum operationsBook Description:Whether you’re a novice or an experienced professional, this guide covers all areas of petroleum engineering and demonstrates how Python can be used to solve complex engineering problems. Starting with foundational concepts such as material balance equations and Darcy’s law, you’ll progress through reservoir engineering, drilling engineering, production engineering, well testing, and surface facilities engineering. Furthermore, you'll delve into advanced topics such as artificial intelligence, machine learning, data analytics, big data, reservoir management, and sustainability.What You Will Learn:- Implement the material balance equation and Darcy's law using Python- Calculate volumetric and PVT properties in reservoir engineering- Perform mud weight and pressure calculations in drilling engineering- Predict well performance using IPR and deliverability equations- Analyze pressure transient tests and decline curve analysis- Apply machine learning algorithms for production forecasting and reservoir characterization- Use Python for data cleaning, statistical analysis, and big data storage- Optimize production rates, monitor reservoirs, and plan field developmentWho This Book Is For:This book is for aspiring and practicing petroleum engineers, students, researchers, and professionals in the fields of geology, geophysics, and reservoir simulation who want to enhance their skills in petroleum engineering and harness the power of Python for efficient data analysis and decision-making. No prior knowledge of Python is required, as the book guides you through the coding exercises step by step. See more