Related Experiment Video
Updated: Apr 14, 2026

Implementation of Portable Emissions Measurement Systems PEMS for the Real-driving Emissions RDE Regulation in Europe
Published on: December 4, 2016
Emissions reductions from expanding state-level renewable portfolio standards
Jeremiah X Johnson, Joshua Novacheck1
1‡Department of Mechanical Engineering, University of Michigan, Ann Arbor, Michigan 48109, United States.
State-level Renewable Portfolio Standards (RPS) drive renewable energy development. Expanding Michigan's RPS significantly cuts CO2, SO2, and NOx emissions, with costs between $28-$34/t CO2 for mitigation.
Area of Science:
- Environmental Science
- Energy Policy
- Economics
Background:
- State-level Renewable Portfolio Standards (RPS) are primary drivers for renewable energy expansion in the U.S.
- Interconnected electricity grids complicate the assessment of state-level energy policy impacts.
- Economic dispatch and renewable project selection models are crucial for evaluating energy policies.
Purpose of the Study:
- To develop and apply a novel method for evaluating emissions reductions and costs associated with expanding Renewable Portfolio Standards (RPS).
- To assess the impact of various RPS expansion scenarios on CO2, SO2, and NOx emissions intensity in Michigan.
- To determine the cost-effectiveness of CO2 mitigation through RPS implementation in the absence of federal subsidies.
Main Methods:
- Integrated economic dispatch and renewable project selection models.
- Evaluated Michigan's RPS expansions to 20%, 25%, and 40% renewable penetration against a 10% business-as-usual (BAU) baseline.
- Analyzed power purchase agreements, generation/capacity costs, and interstate energy trade impacts.
Main Results:
- Expanded RPS policies reduced CO2 intensity by 13%-33%, SO2 by 13%-34%, and NOx by 12%-31% by 2035 relative to BAU.
- Absolute CO2 emissions intensity decreased by up to 22% in the 40% RPS scenario by 2035.
- 26%-31% of emissions reductions occurred in neighboring states due to grid interconnectedness.
- CO2 mitigation costs ranged from $28 to $34 per ton without federal subsidies.
Conclusions:
- Expanding RPS is an effective strategy for reducing emissions intensity, though absolute reductions are moderated by load growth.
- Interstate emissions impacts highlight the complexities of state-level climate policy in a connected grid.
- RPS implementation offers a quantifiable, albeit subsidized, pathway for CO2 mitigation.
Related Concept Videos
The Calvin Benson Cycle
Free Energy Changes for Nonstandard States
Biofuels
Radiation: Applications
The average...
Energy Conservation and Bernoulli's Equation
All the terms in the equation have the dimension of energy per unit volume. The kinetic energy per unit volume is called the kinetic energy density, and the potential energy per unit volume is...
Global Regulatory Systems

