I have found an elementary approach which seems to work in proving that Catalan's conjecture is true for specific primes. I am attempting to generalize this approach to see how far it will go.
I am presenting it here with the hopes of finding a mistake or confirming that this approach is worth exploring further.
From Wikipedia, the Catalan Conjecture can be defined as:
Let $a>1,b>1,x>0,y>0$
Then if:
$x^a - y^b = 1$
- The only solution is $x=3, a=2, y=2, b=3$
I will attempt now to prove the case where:
$x=2, y$ is an odd prime
(1) Making this assumption, we have:
$$2^a = 2\left[y(y^{b-2} + y^{b-3} + \dots + 1)(\frac{y-1}{2}) + \frac{y+1}{2}\right]$$
(2) $\frac{y+1}{2}$ is even
If $\frac{y+1}{2}$ is odd, then $\frac{y-1}{2}$ is even and $\left[y(y^{b-2}+\dots+1)(\frac{y-1}{2}) + \frac{y+1}{2}\right]$ is odd.
(3) $b$ is odd
If $\frac{y+1}{2}$ is even, then $\frac{y-1}{2}$ is odd and it follows that $(y^{b-2} + \dots + 1)$ must be even. Therefore, $b-2$ must be odd.
(4) Let $2^u$ be the highest power of $2$ that divides $\frac{y+1}{2}$
(5) $y \equiv -1 \pmod {2^{u+1}}$ since:
There exists $m$ such that $\frac{y+1}{2^{u+1}}=2m+1$ which means $y = 2^{u+1}(2m + 1) - 1$
(6) $2^{u+1} | (y^{b-2} + \dots 1)$ since:
$b-2$ is odd and $(y^{b-2} + y^{b-3} + \dots + y + 1) \equiv (-1 + 1) +\dots + (-1 + 1) \equiv 0 \pmod {2^{u+1}}$
(7) But then we have a contradiction since:
$y(\frac{y^{b-2}+\dots+1}{2^u})(\frac{y-1}{2})$ is even but $\frac{y+1}{2^{u+1}}$ is odd so that:
$$2^a \ne 2^{u+1}\left[y(\frac{^{b-2}+\dots+1}{2^u})(\frac{y-1}{2}) + \frac{y+1}{2^{u+1}}\right]$$
Edit: Attempting to greatly simplify the argument based on feedback received.