Nowadays, manufacturing companies, especially aeronautical ones must be at the forefront of technology in terms of new products, flexibility and performance. Indeed, the key indicator logistic for any company wishing to remain competitive in the market is: the OTD (On Time delivery= Customer Service Rate).This paper reviews some of the existing literature review of production planning, uncertainty and some solution approaches for the following production planning under uncertainty over the past decade.The purpose of this article is to provide the reader with a starting point about production planning problems under uncertainties with some optimization methods existing through literature.