Argonne’s Decarbonization Scenario Model Analyzes Ambitious Pathways to Net-Zero Carbon Emissions

(Argonne National Laboratory/Business Wire) -While the world would love to have a quick fix, there is no one specific pathway to stop or slow the rate of climate change. “The approach must take into account the transitioning energy demands across the economy, as well anthropogenic (originating from human activity) greenhouse gas emissions.”

While decarbonization pathways are complex, varied and specific to individual industries, clean-energy technologies and low- and zero-carbon fuels are integral to all carbon dioxide (CO2) mitigation strategies across the U.S. economy. And as scientists develop strategies, they are also creating tools to assess them.

Now, scientists at the U.S. Department of Energy’s (DOE) Argonne National Laboratory have introduced the Decarbonization Scenario Analysis Model, which measures the effect of carbon mitigation approaches on energy use and greenhouse gas emissions (GHG) across the U.S. economy. The tool is benefited from Argonne’s Greenhouse gases, Regulated Emissions, and Energy use in Technologies (GREET®) lifecycle analysis models.

In a recently published paper in the journal Sustainable Energy & Fuels, researchers applied the Decarbonization Scenario Analysis Model to analyze decarbonization scenarios from 2020 through 2050 across five sectors of the U.S. economy: transportation, industrial, agriculture, residential/commercial and energy power. The emissions of CO2 and other GHGs such as methane that are warming the planet come primarily from these sectors of the economy.

The study was led by Saurajyoti Kar, an Argonne post-doctoral appointee and a developer of the model. He and his colleagues say policy and technology analysts can use the open-source tool to assess carbon-mitigation approaches specific to each industry.

“The model estimates the total energy use across the economy and focuses on how we will meet that energy demand into the future,” said Troy Hawkins, manager of the Fuels and Products Group in Argonne’s Energy Systems and Infrastructure Analysis division and a developer of the model. “With this tool, we are helping various industries understand what the future might look like, to help guide their decarbonization planning.”

“Economy-wide decarbonization at a sustainable rate is a complex topic. It requires a dynamic systemic and life-cycle approach to assess feasibility,” said Kar. “The approach must take into account the transitioning energy demands across the economy, as well anthropogenic (originating from human activity) greenhouse gas emissions.”

Using a comprehensive approach combining top-down and bottom-up modeling, the total based on life-cycle analysis of technology pathways provides a high level of detail, Hawkins said. Top-down modeling offers a high-level perspective, while bottom-up modeling analyzes individual scenarios in detail.

After analyzing decarbonization scenarios from 2020 to 2050, researchers developed carbon mitigation strategies for each sector. Researchers proposed one ambitious decarbonization pathway that reduced GHG emissions 80-90% economy-wide in 2050 compared to the baseline. The modeling effort represents various factors, trends and potential advancements expected to occur in the U.S. energy landscape over the specified timeframe.

Key components of the economy-wide pathway are replacement and scale-up of the electric grid with renewable energy sources such as wind, solar, hydropower, geothermal and biomass; partially electrifying the transportation sector; using low- or zero-carbon biofuels; improving building energy efficiency and replacing natural gas with renewable energy sources.

While the economy-wide carbon-mitigation pathway itself is feasible, reducing GHG emissions 80-90% would be enormously challenging. Progress depends on transforming each area of the economy, including deep CO2 emission cuts across all industries and in hard-to-abate sectors like aerospace and locomotives.

Importantly, the model is not intended to put users on an overnight path to net-zero. Rather, the Decarbonization Scenario Analysis Model is a data-backed tool to help users assess what is and what is not working in specific decarbonization scenarios to guide future decisions. For example, making choices on technology — the engine that drives decarbonization — can impact carbon mitigation for years or even decades down the line.

Researchers focused on transitioning from high-carbon to low-carbon technologies, making current technologies more efficient and replacing conventional fuel with renewable options.

The model does not include carbon-negative technology such as carbon capture and storage but can be expanded to include carbon-reduction technologies that would reduce CO2 emissions even further. Expansion of biofuel pathways could also reduce CO2 emissions. READ MORE

Excerpt from Argonne National Laboratory: “Our group will continue to develop these models and take this analysis further to address some gaps we identified and consider additional scenarios and technology,” Hawkins said.

The Decarbonization Scenario Analysis Model was funded by DOE’s Office of Energy Efficiency and Renewable Energy (EERE). The GREET decarbonization framework will support EERE offices including the Vehicle Technologies Office, Bioenergy Technologies Office and Hydrogen and Fuel Cell Technologies Office.

Argonne National Laboratory seeks solutions to pressing national problems in science and technology. The nation’s first national laboratory, Argonne conducts leading-edge basic and applied scientific research in virtually every scientific discipline. Argonne researchers work closely with researchers from hundreds of companies, universities, and federal, state and municipal agencies to help them solve their specific problems, advance America’s scientific leadership and prepare the nation for a better future. With employees from more than 60 nations, Argonne is managed by UChicago Argonne, LLC for the U.S. Department of Energy’s Office of Science.

The U.S. Department of Energy’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time. For more information, visit https://energy.gov/science. READ MORE

Excerpt from Argonne National Laboratory: This is Argonne National Laboratory’s R&D version of GREET.
For versions of GREET used for determining tax credits, please click here.

The Decarbonization Scenario Analysis Model (Decarbonization Model) quantifies the effect of mitigation measures on the energy use and greenhouse gas emissions of the U.S. economy by sector. The model’s results inform stakeholders about the implications of technology choices and help identify potential synergies or discordance across GHG mitigation measures within a decarbonization scenario. The model begins with a reference case based on energy use from the Energy Information Administration’s Annual Energy Outlook 2021 by type, sector, and end use; greenhouse gas emissions factors from Argonne’s R&D GREET model; and non-combustion emissions from the U.S. Environmental Protection Agency’s Inventory of Greenhouse Gas Emissions and Sinks. It then uses outputs from sector-specific models developed across DOE National Laboratories and other analysis and assumptions to evaluate mitigation measures in the context of a decarbonization scenario to 2050. Direct and supply chain emissions for the mitigation measures are evaluated using the R&D GREET model for consistency. The model is open source and made available on GitHub. READ MORE