Madalsa Singh

Assistant Professor, Golisano Institute of Sustainability, Rochester Institute of Technology

I study carbon-constrained energy systems, with an emphasis on transport and electricity sectors. My research develops place-based, equitable, and affordable strategies to rapidly reduce air emissions from energy use.

Previously, I was a postdoctoral research fellow at the University of California Santa Barbara. I received my PhD from Stanford University and my undergraduate degree from IIT Bombay.


mksgis@rit.edu | madalsa100@gmail.com

I am recruiting PhD students for this year's admissions cycle (to start in Fall 2026)! If you are interested in decarbonizing energy systems, integrating hyperscale demand in our electricity grids, and advancing sustainable mobility, consider applying to RIT's Sustainability PhD program (Deadline: Jan 15, 2026) and mention my name in your application. Feel free to reach out to me via email.

Peer-Reviewed Publications

* first-author publication

  1. Wires and fire: Wildfire investment and network cost differences across California's power providers. [with Alison Ong, Rayan Sud] The Electricity Journal. 2025. * [Paper]
  2. Abstract

    Electricity affordability is a salient policy concern in California. We compare drivers of increasing utility costs for three types of power providers in California: investor-owned utilities (IOUs), publicly owned utilities (POUs), and community choice aggregators (CCAs). Since 2019, the IOU and CCA residential baseline electricity rates have increased by 44–80 % after accounting for inflation, making them some of the most expensive power providers in the United States. POU prices, however, remained nearly unchanged. We compare long-term trends in capital assets, returns, and operation and maintenance expenses to identify sources of increasing utility costs, one of the factors contributing to rising electricity prices in the state. Across IOUs, generation capital assets have declined. Fuel and power purchase expenses have increased, although these increases remain within their historical ranges. Transmission and distribution (T&D) expenses have increased significantly and are the majority of overall costs. T&D operations and maintenance spiked following major wildfires after years of remaining constant despite an aging and expanding electricity grid. CCAs reach price parity with IOUs due to the high costs of T&D infrastructure and exit fees levied on them. POUs, which service smaller territories with low wildfire risks, also expanded their T&D capital assets, operations, and maintenance expenses, but the increase is modest. We foresee continued price divergence among power providers due to wildfire mitigation costs, which will have important affordability consequences.

  3. Distributional impacts of fleet-wide change in light duty transportation: mortality risks of PM2.5 emissions from electric vehicle and Tier 3 conventional vehicles. [With Chris Tessum, Julian Marshall, Inês Azevedo] Environmental Research Letters. 2024. * [Paper] [SI]
  4. Abstract

    Light-duty transportation continues to be a significant source of air pollutants that cause premature mortality and greenhouse gases that lead to climate change. To reduce the damages from air pollution and climate change, the U.S. light-duty fleet will need to transition to more sustainable transportation strategies. Electric vehicles (EVs) are one of the possible strategies. Internal combustion vehicles that comply with the latest emissions standards (currently, Tier 3 emission standard) are another possible alternative, although their emissions increase with age and mileage. While pollution from ICV occurs at ground level and its effects are largely confined to nearby areas, pollution from EVs occurs at the smokestacks of power plants used to charge the EVs which can spread to longer distances. We estimate and compare the health impacts (and disparities of) the current stock of light-duty vehicles across the United States with a large-scale shift to EVs or Tier-3 ICVs. We couple a fine-scale emissions inventory with a reduced complexity air quality model. We find that either strategy reduces premature mortality by 80-93% compared to today's light-duty vehicle damages. As the grid decarbonizes, EVs would lead to even larger health benefits from reduced air pollution and greenhouse gas emissions (a benefit not present for ICV). The health and climate mitigation benefits of electrification are larger in the West and Northeast. The Midwest and the South have larger mortality reductions when choosing Tier 3 ICV due to present-day high electricity emission intensity; this aspect too may shift as those regions clean their electric grid emissions. We also focus on the 50 most populous metropolitan areas, and find that in almost all cases electrification leads to lower health damages. Pollution from ICV (current LDV and Tier 3) impacts people of color more than White Americans across all states, levels of urbanization, and household income. Consequently, electrification reduces health disparities more than Tier 3 ICV in most states and MSAs, especially in urban parts of the Western United States. EV impacts are on average more equitable by race-ethnicity but damages from them are geographically concentrated in Ohio Valley, New York, and Pennsylvania; retiring or retrofitting with CCS 50 power plants with high SO2 emissions achieves health benefits parity for EVs and new Tier 3 ICVs in all regions.

  5. Ensuring greenhouse gas reductions from electric vehicles compared to hybrid gasoline vehicles requires a cleaner U.S. electricity grid. [with Tugce Yuksel, Jeremy Michalek, Inês Azevedo] Nature Scientific Reports. 2024. * [Paper] [SI] [Blog]
  6. Abstract

    Emissions from electric vehicles depend on when they are charged, and which power plants are meeting the electricity demand. We introduce a new metric, the grid emissions factors (CEFs), as the emissions intensity of electricity that needs to be achieved when charging to ensure electric vehicles achieve lifecycle greenhouse gas emissions parity with some of the most efficient gasoline hybrid vehicles across the US. We use a consequential framework, consider 2018 as our reference year, and account for the effects of temperature and drive cycle on vehicle efficiency to account for regional climate and use conditions. We find that the Nissan Leaf and Chevy Bolt battery electric vehicles reduce lifecycle emissions relative to Toyota Prius and Honda Accord gasoline hybrids in most of the United States. However, in rural counties of the Midwest and the South power grid, marginal emissions reductions of up to 208 gCO2/kWh are still needed for these electric vehicles to have lower lifecycle emissions than gasoline hybrids. Except for the Northeast and Florida, the longer-range Tesla Model S battery-electric luxury sedan has higher emissions than the hybrids across the U.S., and the emissions intensity of the grid would need to decrease by up to 342 gCO2/kWh in some locations for it to achieve carbon parity with hybrid gasoline vehicles. Finally, we conclude that coal retirements and stricter standards on fossil fuel generators are more effective in the medium term at reducing consequential electric vehicle emissions than the expansion of renewable capacity.

  7. Pathways to zero emissions in California's heavy-duty transportation sector [With Eleanor Hennessy, Sarah Saltzer, Inês Azevedo]. Environmental Research: Infrastructure and Sustainability. 2024. [Paper]
  8. Abstract

    California contributes 0.75% of global greenhouse gas (GHG) emissions and has a target of reaching economy-wide net zero emissions by 2045, requiring all sectors to rapidly reduce emissions. Nearly 8% of California's GHG emissions are from the heavy-duty transportation sector. In this work, we simulate decarbonization strategies for the heavy-duty vehicle (HDV) fleet using detailed fleet turnover and air quality models to track the evolution of the fleet, GHG and criteria air pollutant emissions, and resulting air quality and health impacts across sociodemographic groups. We assess the effectiveness of two types of policies: zero-emission vehicle sales mandates and accelerated retirement policies. For policies including early retirements, we estimate the cost of early retirements and the cost-effectiveness of each policy. We find even a policy mandating all HDV sales to be zero-emission vehicles by 2025 would not achieve fleetwide zero emissions by 2045. For California to achieve its goal of carbon neutrality, early retirement policies are needed. We find that a combination of early retirement policies and zero-emission vehicle sales mandates could reduce cumulative CO2 emissions by up to 64%. Furthermore, we find that decarbonization policies will significantly reduce air pollution-related mortality and that Black, Latino, and low-income communities will benefit most. We find that policies targeting long-haul heavy-heavy duty trucks would have the greatest benefits and be most cost-effective.

  9. How Differential Privacy Will Affect Estimates of Air Pollution Exposure and Disparities in the United States. Findings. 2023. * [Paper]
  10. Abstract

    Census data is crucial to understanding energy and environmental justice outcomes such as poor air quality which disproportionately impacts people of color in the U.S. With the advent of sophisticated personal datasets and analysis, the Census Bureau is considering adding top-down noise (differential privacy) and post-processing 2020 census data to reduce the risk of identification of individual respondents. Using the 2010 demonstration census and pollution data, I find that compared to the original census, the differentially private (DP) census significantly changes ambient pollution exposure in areas with sparse populations. White Americans have the lowest variability, followed by Latinos, Asians, and Black Americans. DP underestimates pollution disparities for SO2 and PM2.5 while overestimates the pollution disparities for PM10.

  11. Performance Metrics Required of Next-Generation Batteries to Electrify Commercial Aircraft. [with Alexander Bills, Shashank Sripad, William Leif Fredericks, Venkat Vishwanathan]. ACS Energy Letters. 2020. [Paper]
  12. Microhybrid Electricity System for Energy Access, Livelihoods, and Empowerment. [with P Balachandra]. Proceedings of the IEEE. 2019. * [Paper]
  13. Abstract

    Ensuring reliable and affordable access to modern energy services, especially for the poorer and deprived section of the population, is a basic requisite for sustainable development. Given that a majority of the energy-deprived population lives in rural regions of developing countries, effective rural electrification is critical for bridging the rural-urban divide. Microgrid electricity systems, especially with hybrid renewable energy resources, can be a good alternative for centralized electricity grid expansion. In this paper, we report the techno-economic feasibility and sustainability analysis of a hybrid solar-biomass system in India. The system consists of 30-kW solar photovoltaic (PV) and 20-kW biomass gasifier modules. Energy demand and resource availability are estimated with inputs from extensive stakeholder discussions and field surveys, and they account for daily and seasonal variations in both supply and end uses and availability and productive hours. The expected temporal electricity demand is estimated for households, communities, irrigation, and commercial needs. Furthermore, opportunities for the development of productive uses and their expansion through a sustainable business model are explored.

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