Bay Area EV study: 7.5 hours of daily L2 access, but racial gaps persist
Real travel data from 6 million residents reveals who actually gets to charge
A new study from UC Berkeley and MIT researchers introduces the Trajectory-Integrated Public EVCS Accessibility (TI-acs) metric, which uses detailed individual travel data from 6 million Bay Area residents over a week to measure real-world access to public EV charging. Unlike traditional home-based metrics, TI-acs accounts for charging opportunities along a person's entire daily trajectory — at work, during errands, and at other stops. As of June 2024, residents have on average 7.5 hours per day within 1 km (10–12 min walk) of a Level 2 public charger and 5.2 hours for DC fast chargers.
The analysis reveals stark disparities. The Gini coefficient for L2 charger access across census tracts is 0.38, and 0.44 for DCFC — levels comparable to moderate income inequality. These gaps are not only spatial but also racial: even after controlling for home-area infrastructure, differences in daily mobility patterns contribute to unequal access. For example, some communities may pass through well-served commercial corridors or work in neighborhoods with more chargers. The findings highlight the need for infrastructure planning that goes beyond residential coverage to consider how people actually move, especially as EV adoption accelerates.
- TI-acs metric uses one week of individual trajectory data from 6 million Bay Area residents
- Average daily access: 7.5 hours for L2, 5.2 hours for DCFC within 1 km
- Gini indices of 0.38 (L2) and 0.44 (DCFC) indicate significant spatial inequality
- Racial disparities persist due to differences in mobility patterns, not just home charging availability
Why It Matters
Real-world movement data reveals hidden EV charging inequalities, guiding equitable infrastructure planning.