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Evaluating Low-Carbon Transportation Technologies When Demand Responds to Price
Mandira Roy1, Hamed Ghoddusi1,2, Jessika E Trancik1,3
1Institute for Data, Systems, and Society, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States.
A new metric, adjusted carbon intensity (ACI), accounts for travel demand response to price, offering a more accurate emissions impact assessment for transportation technologies. This approach helps mitigate risks and achieve climate targets, especially in growing economies.
Area of Science:
- Transportation emissions analysis
- Climate change mitigation strategies
- Techno-economic assessment of vehicles
Background:
- Carbon intensity (CI) is a standard metric for evaluating transportation technologies.
- CI alone is insufficient when travel demand is price-sensitive, potentially leading to emissions target overshoots.
- Decision-makers in industry and government increasingly require robust tools for climate mitigation.
Purpose of the Study:
- To develop and apply a new metric, adjusted carbon intensity (ACI), that incorporates both CI and demand response (DR) to price.
- To evaluate the emissions impact of ethanol-fueled, hybrid, and battery electric vehicles using ACI.
- To assess the effectiveness of these technologies in meeting greenhouse gas emissions reduction targets.
Main Methods:
- Developed the adjusted carbon intensity (ACI) metric, integrating CI and price-sensitive demand response (DR).
- Applied ACI to evaluate ethanol, hybrid, and battery electric vehicles.
- Modeled technology performance against 2030 and 2050 greenhouse gas emissions reduction targets.
Main Results:
- All evaluated technologies (ethanol, hybrid, BEV) can contribute to a 40% emissions reduction by 2030.
- Decarbonized battery electric vehicles (BEVs) can meet an 80% emissions reduction target by 2050 when assessed with ACI.
- Using CI alone risks significant emissions target overshoots, particularly in markets with high DR.
Conclusions:
- ACI provides a more accurate assessment of transportation technology emissions impact than CI alone, especially in price-sensitive markets.
- Accelerating low-carbon technology transitions (e.g., 5-10 years) is crucial for mitigating risks associated with DR.
- Faster decarbonization of fuels and vehicle electrification are robust strategies for achieving climate goals.
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