SPE Live Podcast: Artificial Intelligence Systems and Drilling
During the last few years, there has been an increasing focus on automation solutions for drilling, with many of these solutions already in the market. Artificial Intelligence (AI) techniques are usually part of these solutions.
During this SPE Live, we focus on AI systems that are targeting higher levels of automation, some reaching all the way to autonomy. One requirement for such systems to be taken into use is to be trustworthy. But what does this mean and how to achieve it?
At the same time, drilling involves multiple providers, which reflects on the data and information flow, hence adding a new level of complexity for any automation solution. In drilling automation, usually several automation solutions from different providers need to seamlessly work together to ensure safe drilling operations. This raises several challenges when it comes to the stability of such a multi-agent system.
The Verification and Validation subcommittee of the SPE Drilling Systems Automation Technical Section is focusing on how to address the verification and validation of the interplay in a multi-agent architecture with multiple providers and we discuss some of the current activities in this subcommittee.
Speaker: Rodica Mihai, Senior Researcher in the energy modelling and automation group, at Norwegian Research Centre
Moderated by Deep Joshi, Data Scientist at Quantum Capital Group.
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