Artificial Intelligence for a More Sustainable Oil and Gas Industry and the Energy Transition: Case Studies and Code Examples
Autor Mohammadali Ahmadien Limba Engleză Paperback – 9 aug 2024
- Reviews the use and applications of AI in energy transition of the oil and gas sectors
- Provides fundamental knowledge and academic background of artificial intelligence, including practical applications with real-world examples and coding flowcharts
- Showcases the successful implementation of AI in the industry (including geothermal energy)
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Specificații
ISBN-13: 9780443240102
ISBN-10: 0443240108
Pagini: 516
Dimensiuni: 152 x 229 mm
Greutate: 0.68 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0443240108
Pagini: 516
Dimensiuni: 152 x 229 mm
Greutate: 0.68 kg
Editura: ELSEVIER SCIENCE
Cuprins
1. Artificial Intelligence (AI) Overview
2. Machine Learning (ML)
3. Classification
4. Regression
5. Clustering
6. Semi Supervised Learning Methods
7. Modern Machine Learning Methods
8. Reinforcement Learning
9. Deep Learning
10. AI Applications in Energy Transition and Decarbonization
11. Future Trends
Appendices
A. Statistical Performance Indexes
B. Python Programming Introduction
C. Case Studies Data Base
D. Structured Query Language (SQL) Basics
2. Machine Learning (ML)
3. Classification
4. Regression
5. Clustering
6. Semi Supervised Learning Methods
7. Modern Machine Learning Methods
8. Reinforcement Learning
9. Deep Learning
10. AI Applications in Energy Transition and Decarbonization
11. Future Trends
Appendices
A. Statistical Performance Indexes
B. Python Programming Introduction
C. Case Studies Data Base
D. Structured Query Language (SQL) Basics