In addition, using a simple payback rule neglects the time-value of money and the expected positive cash flow from energy cost savings in the longer run. Finally, the non-energy benefits of industrial energy efficiency are often overlooked. More efficient furnaces, for example, are more reliable and reduce down time, improving productivity (Worrell et al.