The latest developments in applying big data concepts, such as artificial intelligence (AI) and machine learning (ML), to the energy sector by NETL were shared at the 2022 U.S. Department of Energy (DOE) Cybersecurity and Technology Innovation Conference held June 16-19 in a hybrid virtual and in-person setting.

NETL geo-data scientists Kelly Rose and Jen Bauer, and information technology specialist Tracey Williams participated in a number of panels throughout the conference that highlighted a variety of computational topics. These included:

• Data Sharing for Innovation
• Mapping Critical Infrastructure Assets, Systems, and Networks for Impact Analysis
• Advanced Analytics Applied to Cyber Recruitment and Workforce
• Advanced Data Analytics
• Innovations in Collaboration and Support of Research and Development

“Energy technology goes beyond fuel sources and the engines they power. There are a myriad of ways to apply the latest computational tools and best practices, and our participation in this conference allowed us to share what we’ve learned and gain new insights from others,” said Rose, who also serves as technical director for the Lab’s Science-Based Artificial Intelligence and Machine Learning Institute (SAMI).

AI/ML offers emerging and rapidly evolving technologies that result in efficiencies and cost reductions, as well as new scientific discoveries. Numerous NETL projects apply AI/ML technologies, and the success of these applications has led to improvements in standards across data and modeling and has aided ongoing efforts to improve the trustworthiness of increasingly complex computational reasoning.

Combined with NETL’s world-class capabilities, strategic partnerships with academia and industry will enable SAMI to more rapidly realize the full potential of AI/ML for science-based advancements. As technical director, Rose will focus on building the institute partnerships and leading SAMI, along with its increasing role in supporting activities across NETL’s portfolio, to strategically combine established scientific methodologies with AI/ML computational approaches to accelerate fossil energy technologies and other advances.

The DOE Cybersecurity and Technology Innovation Conference is an annual capstone event designed to strengthen relationships, expand upon cybersecurity and innovation strategies and tactics with geographically dispersed partners, provide development opportunities and promote a diverse workforce by sharing best techniques and lessons learned. Agenda items were selected to advance innovation and cyber priorities in a way that dovetails with Secretary of Energy Jennifer Granholm’s goals of combating the climate crisis, creating clean energy union jobs and promoting energy justice.

NETL’s Science-based Artificial Intelligence and Machine Learning Institute (SAMI) combines the strengths of the Lab’s energy computational scientists, data scientists, and subject matter experts with strategic academic and industry partners to drive solutions to today’s energy challenges. For more information on SAMI, visit our home page or contact us directly. Subscribe to SAMI’s bi-weekly Ai4AE (Artificial Intelligence for Applied Energy) Update and stay apprised of AI/ML news and advancements across NETL and DOE Office of Fossil Energy and Carbon Management, government, academia, and industry.

NETL is a U.S. Department of Energy national laboratory that drives innovation and delivers technological solutions for an environmentally sustainable and prosperous energy future. By leveraging its world-class talent and research facilities, NETL is ensuring affordable, abundant and reliable energy that drives a robust economy and national security, while developing technologies to manage carbon across the full life cycle, enabling environmental sustainability for all Americans.