This paper suggests that the long-range dependence (LRD) in acoustic signal is an important indicator of dynamic behavior in data. Considering this information. a novel framework based on LRD in acoustic is proposed for detecting change-points in machine running status. Initially. https://foldlyers.shop/product-category/drum-sticks/