A manufacturing facility was experiencing recurring machine shutdowns caused by clogged oil filters. Each production line utilized two filters — a primary and an auxiliary — located in the basement. Operators had no real-time visibility into filter condition and were often unaware when a filter became restricted. As filters clogged, oil flow decreased and machines...