The performance of multi-stage flash, MSF, desalination system is studied during the design stage. Effects of number of stages, top brine temperature and feed-desalinated water ratio on MSF system operating limits, coefficient of performance and system size are investigated, In addition, the investigation is extended to study the effect of the variation of the operation conditions due to weather changing on the performance and production of an existing MSF system