Ferdinand Albert was born in Brunswick, the fourth son of Duke Augustus the Younger, reigning Prince of Brunswick-Wolfenbüttel, from his third marriage with Duchess Elisabeth Sophie of Mecklenburg.
Raised at his father's residence, the young man received a comprehensive education, with Justus Georg Schottel and Sigmund von Birken among his tutors.
Eventually, Ferdinand Albert received the palace of Bevern near Holzminden, some feudal rights, and a certain amount of money in exchange for his claims to the government of Brunswick-Wolfenbüttel, which was to be ruled by his elder half-brothers Rudolph Augustus and Anthony Ulrich.
Over the years, however, he grew more and more eccentric, and at some point his brothers had to send a military force to restore order at his palace.
He died in 1687 at Bevern; his son and successor, Ferdinand Albert II, inherited the Principality of Brunswick-Wolfenbüttel decades later.