“…The research of this topic is mainly divided into two levels: active redundancy at the component level () and at the system level (). In the former case, the main problem is where to allocate active spares in a system to improve the reliability; see, for example, Boland et al [6], Li and Ding [25], Li et al [27], Zhao et al [52], Zhuang and Li [54], You et al [48], Fang and Li [12,13], Chen et al [8], Yan and Luo [43], You and Li [47], Zhang [49], Ling et al [28], Yan et al [45], Kim [21], Navarro et al [36] and Zhang et al [51]. In the later case, Barlow and Proschan [1] first proposed a well-known BP principle that is more reliable in the sense of usual stochastic ordering for the coherent system with independent components.…”