Experiments show that wavelet filtering can enhance the small fault detection capacity and detect more timely compared with exponentiallyweightedmovingaverage (EWMA) filter.
It shows that the demand variability does not increase when the retailer relies on the simply exponentiallyweightedmovingaverage or the simple moving average to forecast demand.