In theory, it is the time when the highest value of extraction of petroleum is reached, then it is expected to start to decline. Peak oil theory is based on the observations of the increase, highest point, decrease, and reduction of total production rate in the oil fields over a period of time.
Diagrams
Originated from/Coined by
M. King Hubbert
Further Reading/ References
https://en.wikipedia.org/wiki/Peak_oil