I don't see how that would work out well in the long run. Your "real" inflation adjusted spending would decline every year, so that after 40 years you'd be down to only $9,000 spending per year. Your principal would also be worth half as much. There is too much risk there from unexpected spikes in inflation. Bill Bernstein in "Deep Risk" thought unexpected high inflation to be both the most likely deep risk, and the most easily avoided. May as well avoid it.
If I could get to the point of having a 2% safe withdrawal rate I'd debate between Vanguard Total World Stock index, where I could live on the 2+% dividend which self adjusts for inflation and is near risk free, and Vanguard Balanced Growth fund (60% stocks, 40% bonds) which invests in all those stocks plus global bonds, and do the same thing. CD's would cut your money and spending in half after 40 years. Balanced Growth would double your money while matching your spending to inflation. VT should triple your money while paying a dividend that exceeds inflation.
As a rule, don't use only CD's for durations longer than 5 years. As always, I have a rule of thumb for minimizing chances of a bad outcome for various timeframes.
Timeframe Bond/CD Allocation
(years) (%)
10 80
20 40
40 20
80 10