WORKSHOP: 2024 Digitalization in Oil and Gas Conference

This half-day workshop is designed to equip technical professionals in the Oil & Gas industry with the knowledge and skills to harness the power of generative AI for operational excellence. As the industry faces increasing pressure to optimize efficiency and innovate, generative AI offers transformative solutions. This workshop will provide an in-depth understanding of how generative AI can be applied to various operational processes, from predictive maintenance to data-driven decision-making. Participants will engage in technical sessions, real-world case studies, and hands-on activities, ensuring they leave with actionable insights and practical skills to implement generative AI in their operations.

What Will You Learn?

A comprehensive understanding of generative AI models and how they can be applied to optimize operations
How to design and implement AI-driven solutions, from data pipeline creation to deployment and scaling within environments.
Real-world examples of successful AI applications, with a focus on overcoming technical challenges and measuring impact.
The importance of AI security, ethical considerations, and regulatory compliance
Participate in practical workshops to build and deploy generative AI models tailored to industry-specific needs.

Who Should Attend?

Data Scientists and AI Specialists: Looking to deepen their understanding of generative AI applications in the Oil & Gas industry.
Operations Managers and Engineers: Interested in integrating AI to enhance operational efficiency and decision-making processes.
IT and Data Infrastructure Professionals: Seeking to understand the technical requirements for deploying AI solutions in Oil & Gas operations.
Security and Compliance Officers: Focused on ensuring that AI implementations meet industry regulations and ethical standards.
Technical Leads and Project Managers: Responsible for leading AI initiatives and looking to gain practical insights and strategies for successful implementation.

Why Choose Our Master Class?

Tailored content that addresses the unique challenges and opportunities of applying generative AI
Learn from industry experts and practitioners with hands-on experience in deploying AI solutions
Engage in hands-on workshops and technical sessions that provide practical skills and knowledge you can apply immediately
Connect with like-minded professionals and industry leaders to share insights, challenges, and solutions.
From foundational concepts to advanced deployment strategies, this master class offers a thorough exploration of generative AI

Workshop Agenda

08:30 AM - 08:45 AM Registration

08:45 – 09:00 Welcome and Industry Context
Overview of generative AI applications in Oil & Gas, key challenges and opportunities in the sector.

09:00 AM - 09:30 AM | Session 1: Understanding Generative AI Technologies for Oil & Gas Operations
Providing an in-depth technical understanding of generative AI models and their applicability in Oil & Gas operations.
o   Key generative AI models: GANs, VAEs, and Transformer-based models
o   Data requirements and model training for Oil & Gas applications
o   Operational use cases: predictive maintenance, reservoir simulation, and exploration optimization

09:30 AM - 10:00 AM | Session 2: Integrating Generative AI into Oil & Gas Operations
Exploring the practical aspects of integrating generative AI into existing Oil & Gas workflows, focusing on data infrastructure and deployment challenges.
o   Data pipeline design: Handling large-scale, unstructured data in Oil & Gas
o   Deployment strategies: Containerization, edge computing, and cloud integration
o   Scaling AI solutions in upstream, midstream, and downstream operations

10:00 AM - 10:15 AM |Morning Break

10:15 AM - 10:45 AM | Session 3: Case Studies: Successful Generative AI Implementations
Analyzing technical case studies demonstrating the successful deployment of generative AI

o   Detailed breakdowns of AI projects focused on exploration, drilling optimization, and asset management
o   Technical challenges encountered and how they were overcome
o   Key performance indicators (KPIs) and results achieved

10:45 AM - 11:45 AM | Session 5: Hands-on Workshop: Building and Deploying Generative AI Models
Engaging participants in a hands-on activity to design, build, and deploy generative AI models tailored to Oil & Gas operational needs.
o   Model design for specific Oil & Gas applications (e.g., predictive maintenance, seismic data analysis)
o   Using industry tools (e.g., TensorFlow, PyTorch) for model development
o   Deployment strategies: On-premise vs. cloud-based solutions

11:45 PM - 12:30 PM | Closing Remarks and Technical Q&A
Summarizing key insights from the workshop, providing an opportunity for detailed technical questions, and outlining the next steps.

Navigation