Yue Hu

Asset Management Specialist bp

As a Digital Innovation and Technology Specialist at BP, I bring six years of pioneering experience in the digital technology and energy sectors. With a PhD in Chemical Engineering from the Colorado School of Mines and a Master's degree in Data Science from UC Berkeley, my expertise lies in harnessing machine learning, deep learning, and reinforcement learning to enhance quality, automation, and efficiency in the oil, gas, and renewable energy fields. My notable contributions include the development of an AI-driven advisory system for fracpack optimization and innovative solutions for wind energy optimization, showcasing my commitment to advancing digital transformation in energy.

Pre Conference Workshop Morning

9:30 AM Decoding Advantages: Exploring the uses of Reinforcement Learning within the Energy Sector

The potential reinforcement learning (RL) offers when it comes to optimizing results through artificial intelligence (AI) is huge. Understanding the applications of RL and the move towards autonomous task performance, as well as how to manage the risks that come with it, will allow you key time and efficiency gains in the future and will pave the way to truly intelligent energy production. Dr Yue Hu will discuss:

  • Introduction to AI technology (including reinforcement learning) and its general usage
  • Current trends in reinforcement learning and its potential applications across your organization, especially in dynamic and uncertain environments
  • Methods for minimizing bias in your reinforcement learning workflow and how to identify and mitigate risk
  • How to combine the strengths of people and technology to unlock the full potential of AI in operations across the energy sector

Check out the incredible speaker line-up to see who will be joining Yue.

Download The Latest Agenda