Ports are places where thousands of ships arrive and depart each year. But do you know how goods are loaded and unloaded? With large machines called tractors! Today, however, ports want to be more eco-friendly. A team of researchers simulated what happens if old combustion tractors are replaced with electric or even automatic models. They tested three types: traditional ones (that run on fuel), battery-powered electric ones, and electric ones that drive themselves! The test was conducted in the port of Ravenna, simulating a ship arriving and needing to be loaded and unloaded all in one day. The results? Electric tractors emit up to 40% less CO2. But the automatic models have a problem: it takes more time to load and unload, and they sometimes get stuck due to lack of energy. This means more planning is needed to manage charging and the exact number of machines. In short, switching to electric tractors is a great idea to save the planet, but it requires organization!
The study uses a simulation-based framework to assess the operational and environmental impact of transitioning from internal combustion engine (ICE) tractors to battery electric tractors (BET) and automated electric guided tractors (e-AGT) in Ro-Ro terminal operations. The model was applied to the Ro-Ro terminal of the Port of Ravenna, simulating a complete cycle of mooring and cargo handling. Key performance indicators (KPIs) were defined to evaluate turnaround time, vehicle productivity, energy consumption, and CO2 emissions. The results show that both BET and e-AGT configurations significantly reduce emissions compared to ICE, with reductions up to 40%. However, the e-AGT scenario reveals operational drawbacks, including increased unloading time and reduced fleet availability due to charging constraints and routing limitations. These findings highlight the environmental potential of automation and electrification but also emphasize the need for integrated planning of fleet size, charging infrastructure, and circulation specifications. The proposed framework provides a replicable decision-support tool for port authorities and logistics operators to evaluate alternative handling technologies under realistic conditions.
