Electric power can be more environmentally friendly, or less, depending on where you charge. In QC where most electricity comes from hydro, overall GHG emissions can be severely reduced compared to gas engines. In AB, which depends heavily on coal, the GHG emissions would probably be worse (haven't crunched the numbers exactly, but AB electricity is 500x more polluting that QC electricity).
Electric generating capacity isn't much of an issue as most vehicles will be charged overnight when demand is at its lowest. In some respects, it makes the grid a bit more efficient with fewer peaks and troughs.