CSX is evaluating hydrogen fuel cell and battery-electric locomotives to replace diesel on non-electrified routes. Hydrogen shows promise for yard operations, while battery technology faces range limitations. Infrastructure requirements, interoperability, and fuel costs remain critical factors determining commercial viability and adoption timelines.