In process industries, deviations in temperature, pressure, flow rate, product quality, and equipment performance can lead to production losses, increased waste, and operational inefficiencies. The challenge is not merely to detect these deviations but to determine whether they result from normal process variation or an underlying problem requiring corrective action.