Industrial Engineering - Question and answers

I'm an industrial engineer at a packaging plant, and I built a discrete-event simulation in Arena to model our bottling line. After running the simulation for a month of production data, the predicted output is about 15% lower than what we achieve in reality. I've verified input parameters like machine speeds and downtime rates, but something seems off. Any advice on how to debug and adjust this?