The asset wall (AW) model is widely used by energy companies to forecast the retirement size of equipment. AW a method arranging historical data in chronological order and then using extrapolation predict trends volumes over time. However, most studies treat all equipment as whole perform flat mechanically, ignoring impact technological improvements price fluctuations. Furthermore, there are re...