Applications of Artificial Intelligence Techniques in the Petroleum Industry

Hemmati-Sarapardeh, Abdolhossein/ Larestani, Aydin/ Menad, Nait Amar

Gulf Professional Publishing（2020/08発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 322 p.
• 言語 ENG
• 商品コード 9780128186800
• DDC分類 662.6028563

Full Description

Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering preprocessing of data, types of intelligent models, and training and optimization algorithms. The book moves on to methodically address artificial intelligence technology and applications by the upstream sector, covering exploration, drilling, reservoir and production engineering. Final sections cover current gaps and future challenges.

Contents

1. Introduction 2. Intelligent Models 3. Training and Optimization Algorithms 4. Application of Intelligent Models in Reservoir and Production Engineering 5. Application of Intelligent Models in Drilling Engineering 6. Application of Intelligent Models in Exploration Engineering 7. Weakness and Strength of Intelligent Models in Petroleum Industry