“…Pump design and manufacturing technology is the main area of research focused on by academics (Xu, 2017;Ye et al, 2019). Only a small number of issues are related to pump operation costeffectiveness (Muszynski and AndrzejczykJakubowska, 2019;Wang et al, 2019;Salakhov et al, 2020); total efficiency of a pump assembly line (Alvarado et al, 2020), design and improvement of pump model (Ji et al, 2021;Xi et al, 2022;Zhu et al, 2022), pump accessory market analysis (Wang et al, 2013); and supply chain management of pump enterprises, such as the discussion on the purchase of multi-variety and smallbatch castings (Zhu, 2017), selection and evaluation of the pump suppliers (Liu, 2017;Bi, 2018), optimization of the regional logistics center system (Xu, 2015), and evaluation of the supply chain response ability of the pump valve industry (Zhang et al, 2012). In response to the many product categories, high demand and wide range of applications, as well as the vulnerability of the pump market to seasonal and climatic changes, and other characteristics.…”