Physics-Informed Machine Learning for Energy and Environment
Physics-informed machine learning (PIML) is a modeling approach that harnesses the power of machine learning and big data to improve the understanding of coupled, dynamic systems.
Energy Storage @ PNNL Webinar Series | February
Charlie Vartanian (PNNL) and Leo Casey (x, formerly Google X) host three subject matter experts to discuss how power electronics are no longer perceived as a limiter.
AI for Energy Report Features PNNL Expertise
PNNL computing experts Robert Rallo and Court Corley contribute their knowledge to a recent DOE report on applications of AI to energy, materials, and the power grid.
Floating Offshore Wind Could Bring Billions in Value to the West Coast, Report Shows
Floating offshore wind farms could potentially triple the Pacific Northwest's wind power capacity while offsetting billions of dollars in costs for utilities, ratepayers, insurance companies, and others.
Grid Research Just One Highlight for New PNNL Director
Led by Battelle in collaboration with the Bonneville Power Administration, the Pacific Northwest Smart Grid Demonstration Project is the largest field test of smart grid systems to date.
Turning the Tides
Their consistency and predictability makes tidal energy attractive, not only as a source of electricity but, potentially, as a mechanism to provide reliability and resilience to regional or local power grids.
BCI 2024
PNNL is presenting bold breakthroughs and insights at the BCI 2024 Convention and Power Mart Expo, celebrating Battery Council International's 100 years of leadership and the future of energy storage.
Residential Load Flexibility
PNNL is working on behalf of the U.S. Department of Energy to create a prototype system that enables homes to help provide services to the power grid while delivering economic benefits to residents.
Battery Reliability Test Laboratory
The Battery Reliability Test Laboratory at PNNL is a world class battery testing facility that has been established to accelerate the development of grid energy storage technologies that will help modernize the power grid.
Design, Construction to Begin on $75 Million Grid Energy Storage Research Facility
New facility that will accelerate energy storage innovation and make the nation’s power grid more resilient, secure and flexible has been given the green light to proceed by the U.S. Department of Energy.