Submitted:
24 July 2026
Posted:
29 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
- To reduce the total annual GHG emissions from international shipping by at least 20%, striving for 30%, by 2030, compared to 2008; and
- To reduce the total annual GHG emissions from international shipping by at least 70%, striving for 80%, by 2040, compared to 2008.
- Feasibility of retrofitting the diesel engine powered ferry to convert it to a battery electric ferry
- Change in the CO2 emissions based on a well-to-wheel (WTW) analysis of the two architectures
- Economic projections for the two architectures
- (i)
- The BEV ferry powered by energy generated through photovoltaics
- (ii)
- The BEV ferry powered by energy from the updated Michigan state grid from June 2025
2. Goals and Motivation
- Conduct an engineering analysis to determine whether electrifying the Voyager and using solar photovoltaic technologies to provide the energy to propel the ferry has potential to reduce the CO2 emissions as compared to rebuilding the ferry with modern diesel engines.
- Rerun the analysis done by Gopujkar and Worm [7] in the original study in 2022 to determine if Michigan’s updated electric grid mix justifies electrification of the Voyager if the ferry is to be charged from the grid.
3. Methodology
- (i)
- Electricity generated from solar energy is used to charge a stationary battery, which is used to charge the ferry battery. In this pathway, the solar panels will have to be oversized to compensate for the fact that the solar output is intermittent, and the stationary battery will have to have excess capacity towards the start and end of the day when the electricity generation from the photovoltaics is not high. The additional energy generated from the panels when the stationary battery is full can be sold to the grid. A simple schematic for this pathway is shown in Figure 8a.
- (ii)
- Electricity generated from solar energy generated is ‘stored on the grid’, and the ferry battery is charged from the grid. In this pathway, the energy consumed by the ferry is simply offset by the energy from the solar panels. Because of this, the ferry does not have to be concerned about the intermittent output from the solar panels, and the solar array does not need to be oversized. A simple schematic for this pathway is shown in Figure 8b.
- To generate sufficient energy from the solar array through the daily change in solar intensity, the solar array will require 50% more area (23391 m2) than the calculated area that generates the same amount of energy as the daily ferry requirement.
- To ensure the additional energy generated at high solar intensity times of the day is stored for the lower intensity times of the day, the onshore battery will need to be 3 times in terms of usable capacity than the ferry battery.
- CO2 emissions from Li-ion battery manufacturing reduced from 162 kg/kWh based on GREET 2020 to 150 kg/kWh based on GREET 2022 [14].
- Assumption of a 20% improvement in gravimetric battery capacity from 0.101 kWh/kg to 0.12 kWh/kg. This number is higher, around 0.26 kWh/kg, for automotive Li-ion batteries, but that isn’t the case for marine Li-ion batteries, based on conversations with a marine battery manufacturer.
4. Results
4.1. Solar Powered BEV Ferry
4.1.1. Pathway 1: With Onshore (Stationary) Battery
4.1.2. Pathway 2: Energy from Solar Photovoltaics Used to Offset Energy from the Grid
4.2. BEV Ferry Powered by the Michigan State Grid – Updated Analysis
4.3. Economic Considerations
- The cost of solar panels is estimated based on numbers provided by Greenstone Renewable Energy LLC, and is approximately 0.6 $/W. This does not include installation or transportation of the panels. For pathway 1, this cost will be 1.5x what is shown in Table 3.
- The cost of the ferry battery is based on discussions with a marine battery manufacturer. The price mentioned in discussions in 2022 was 700 $/kWh since it is a marine battery and a specialized application (so not an off the shelf component).
- The stationary battery will have fewer restrictions than the marine battery. Even though it is not an off the shelf component, its price was estimated using the average Li-ion battery price in 2020 of 137 $/kWh [20].
- (i)
- Cost of regularly replacing the Li-ion battery on the ferry.
- (ii)
- Reduction in the maximum passenger capacity due to the battery mass.
5. Discussion
5.1. CO2 Emissions
5.2. Economic Impediments
6. Conclusions
Author Contributions
Funding
Conflicts of Interest
Acknowledgments
Abbreviations
| ANL | Argonne National Laboratory |
| APSRC | Advanced Power Systems Research Center |
| BEV | Battery Electric Vehicle |
| CO₂ | Carbon Dioxide |
| DoD | Depth of Discharge |
| DoE | Department of Energy |
| EIA | Energy Information Administration |
| GHG | Greenhouse Gas |
| GPS | Global Positioning System |
| GREET | Greenhouse gases Regulated Emissions and Energy use in Technologies |
| IC | Internal Combustion |
| IEA | International Energy Agency |
| IMO | International Maritime Organization |
| LCA | Life-cycle Assessment |
| Li-ion | Lithium-ion |
| MEA | Mackinac Economic Alliance |
| MEDC | Michigan Economic Development Corporation |
| NMC | Nickel Manganese Cobalt (Oxide) |
| NLR | National Laboratory of the Rockies |
| PV | Photovoltaic |
| RTC | Regional Test Center |
| TCO | Total Cost of Ownership |
| WTW | Well-to-Wheel |
References
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| June 2022 | June 2025 | |||||
| Type of Power Plant | Electricity Generation (GWh) | Percentage (%) | Type of Power Plant | Electricity Generation (GWh) | Percentage (%) | |
| Natural Gas | 3523 | 35.6% | Natural Gas | 4434 | 41.8% | |
| Coal | 2984 | 30.1% | Coal | 2629 | 24.8% | |
| Nuclear | 2296 | 23.2% | Nuclear | 2402 | 22.7% | |
| Renewable | 1104 | 11.1% | Renewable | 1136 | 10.7% | |
| Total | 9907 | Total | 10601 | |||
| Parameter | Value | Units |
| Diesel energy requirement per trip | 3204.8 | kWh |
| Energy required for the ferry propulsion for one trip | 1313.9 | kWh |
| CO2 emissions in battery manufacturing [14] | 150.0 | kg/kWh |
| Battery gravimetric capacity | 0.12 | kWh/kg |
| Battery DoD for lasting 1400 trips (1 season) | 80 | % |
| Required battery capacity | 2378.9 | kWh |
| Battery mass | 19824.3 | kg |
| Component | Cost ($ million) |
|---|---|
| Solar panels (1x) | 1.50 |
| Ferry battery | 1.67 |
| Stationary battery | 1.57 |
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