"just" might not be the right word here. Electric cars existed in the 1890s but their range was too short. Which is exactly the same problem they have today. The problem of non-existent cheap energy storage has been around for more than a century.
Seasonal issues are more complex and likely involve other sources like Wind/Hydro/etc.
And you can get EVs today that have the same range as petroleum-powered vehicles, which is much, more longer than the average trip. EVs have well over 20X the range they did a century ago, so no, they don't have "exactly the same problem today".